From b1c1dae2eaa33c70d0a4d7b6c67afba1b5a12511 Mon Sep 17 00:00:00 2001
From: Arjun Ganesh <iarjunganesh@gmail.com>
Date: Thu, 16 Jul 2026 20:57:49 +0200
Subject: [PATCH 1/2] feat: add Ask DRIFT chat box and cross-platform judge
 path
MIME-Version: 1.0
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P1 #5 — Add the Ask DRIFT grounded-chat box (frontend/app/AskDrift.tsx): a
single client component that posts to /chat and renders the grounded answer,
source citations, model/audit label, and grounded insight IDs, with explicit
loading, no-match (404), and error states. Contract verified against the
fixture backend; production frontend build passes.

P1 #4 — Restructure the README top for first impression: The Problem → What
DRIFT Does → Try DRIFT in 60 Seconds (hosted demo links + one-command
docker compose up judge path). Reframe the closing Disclaimer as a positive
Trust Model; keep the Codex/GPT-5.6 usage section prominent. Embed the
reviewed-briefing and claim-evidence screenshots as live-state evidence and
rename the screenshot assets to clean kebab-case filenames.

P1 #6 — Make the Quick Start cross-platform: promote docker compose up as the
one-command local path and add bash/curl equivalents beside every PowerShell
command.

Check off the P1 items in submission/NEXT_STEPS.md and record the change in
CHANGELOG (Unreleased). Video work (P0.3) is intentionally left untouched.
---
 CHANGELOG.md                                  |  28 +++
 README.md                                     | 175 ++++++++++++++----
 .../screenshots/01-landing.png                | Bin
 .../screenshots/02-api-docs.png               | Bin
 assets/screenshots/03-briefing.png            | Bin 0 -> 550819 bytes
 ...nce for AI infrastructure - Briefings.png" | Bin 491428 -> 0 bytes
 .../04-briefing-claim-evidence.png            | Bin 0 -> 925144 bytes
 ...I infrastructure - Briefings Expanded.png" | Bin 796817 -> 0 bytes
 frontend/app/AskDrift.tsx                     | 157 ++++++++++++++++
 frontend/app/globals.css                      |  14 ++
 frontend/app/page.tsx                         |   5 +
 submission/NEXT_STEPS.md                      |  25 ++-
 12 files changed, 359 insertions(+), 45 deletions(-)
 rename "assets/screenshots/01.DRIFT \342\200\224 Release Intelligence for AI Infrastructure.png" => assets/screenshots/01-landing.png (100%)
 rename "assets/screenshots/02.DRIFT \342\200\224 Release Intelligence for AI Infrastructure API documentation.png" => assets/screenshots/02-api-docs.png (100%)
 create mode 100644 assets/screenshots/03-briefing.png
 delete mode 100644 "assets/screenshots/03.DRIFT \342\200\224 Release intelligence for AI infrastructure - Briefings.png"
 create mode 100644 assets/screenshots/04-briefing-claim-evidence.png
 delete mode 100644 "assets/screenshots/04.DRIFT \342\200\224 Release intelligence for AI infrastructure - Briefings Expanded.png"
 create mode 100644 frontend/app/AskDrift.tsx

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bb67413..d7cd0bc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,6 +10,34 @@ the annotated `v0.1.0` tag.
 
 ## [Unreleased]
 
+### Added
+
+- **Ask DRIFT** grounded-chat box in the frontend (`frontend/app/AskDrift.tsx`):
+  a single client component that posts a question to `/chat` and renders the
+  grounded answer, its source citations, the model/audit label, and the grounded
+  insight IDs, with explicit loading, no-match (HTTP 404), and error states. It
+  works in both fixture and live mode. The `/chat` contract was verified against
+  the fixture backend and the production frontend build passes.
+- Embedded the reviewed-briefing and claim-evidence screenshots in the README as
+  live-state visual evidence (`assets/screenshots/03-briefing.png` and
+  `04-briefing-claim-evidence.png`), alongside the branded Swagger and
+  architecture assets.
+
+### Changed
+
+- Restructured the README top for first impression: **The Problem → What DRIFT
+  Does → Try DRIFT in 60 Seconds**, leading with the hosted demo links and a
+  one-command `docker compose up` judge path. Reframed the closing **Disclaimer**
+  as a positive **Trust Model** (untrusted input → frozen source span → separate
+  verifier pass → human review gate) and kept the Codex/GPT-5.6 usage section
+  prominent.
+- Made the Quick Start cross-platform: promoted `docker compose up` as the
+  one-command local path and added bash/curl equivalents beside every PowerShell
+  command (setup, endpoint calls, and the live capture command).
+- Renamed the tracked UI screenshots to clean kebab-case filenames
+  (`01-landing`, `02-api-docs`, `03-briefing`, `04-briefing-claim-evidence`) so
+  they embed reliably in Markdown.
+
 ## [0.7.0] - 2026-07-16
 
 ### Hosted deployment verification — 2026-07-16
diff --git a/README.md b/README.md
index d03aed1..8f1878c 100644
--- a/README.md
+++ b/README.md
@@ -30,33 +30,55 @@
 
 ---
 
-## What Is This?
+## The Problem
+
+GPU and AI platforms depend on fast-moving projects such as PyTorch, TensorRT,
+Triton, vLLM, Transformers, CUTLASS, JAX, and NCCL. A small upstream change can
+alter an image, benchmark, CUDA assumption, or deployment template — but release
+review is usually a stream of links and scattered human memory. The signal that
+matters is buried: *what changed, whether it touches your workload, and what to
+check before rollout.*
+
+## What DRIFT Does
 
 DRIFT is release intelligence for GPU and AI-infrastructure teams. It turns
 upstream release-note noise into a cited, engineer-ready answer:
 
 > **What changed? Why does it matter to my workload? What should I check?**
 
-The first vertical slice is fixture-first and deterministic. The target system
-will watch primary release feeds, rank meaningful changes, explain workload
-impact, and return a bounded next engineering check without presenting model
-output as a deployment verdict.
+Every answer keeps the useful middle layer visible: a frozen primary-source
+span, a plain-language summary, workload relevance, confidence, severity, and
+one bounded action to check. Direct facts stay separate from interpretation, and
+nothing reaches a live endpoint until a human reviews it.
 
 Built for **OpenAI Build Week 2026 · Developer Tools**.
 
----
+## Try DRIFT in 60 Seconds
 
-## The Problem
+**Hosted — nothing to install.** The live briefing now serves four
+human-reviewed Insights from one real bounded capture (Transformers v5.14.1,
+vLLM v0.25.1, NCCL v2.30.7-1, TensorRT 11.1):
 
-GPU and AI platforms depend on fast-moving projects such as PyTorch, TensorRT,
-Triton, vLLM, Transformers, CUTLASS, JAX, and NCCL. A small upstream change can
-alter an image, benchmark, CUDA assumption, or deployment template, but release
-review is usually a stream of links and scattered human memory.
+| Surface | Link |
+| --- | --- |
+| **Frontend** — briefing with inspectable claim evidence | <https://dr1ftless.vercel.app> |
+| **API docs** — `/health`, `/briefing`, `/search`, `/chat` | <https://drift-api-prod.up.railway.app/docs> |
+| **Grounded chat** — cited answer over reviewed evidence (verified provider-backed) | [`POST /chat` in the API docs](https://drift-api-prod.up.railway.app/docs) |
+
+**Local — one command, no API key.** The deterministic fixture path brings up the
+API, PostgreSQL, and the frontend — including the in-app **Ask DRIFT**
+grounded-chat box — together:
+
+```bash
+git clone https://github.com/iarjunganesh/drift.git
+cd drift
+docker compose up
+```
 
-DRIFT keeps the useful middle layer visible: source evidence, a plain-language
-summary, workload relevance, confidence, severity, and one concrete action to
-check. It does not certify compatibility, replace release notes, or authorize
-production changes.
+Open <http://localhost:3000> for the frontend and
+<http://localhost:8000/docs> for the API. No OpenAI key is required, and every
+record is clearly labelled example data. Full setup, cross-platform commands,
+and the live capture path are in [Quick Start](#quick-start).
 
 ---
 
@@ -283,18 +305,12 @@ The Swagger contract groups the backend into **System**, **Briefing**,
 
 ## Screenshots & Evidence
 
-The architecture assets are the current visual evidence and are available in
-both SVG and PNG formats:
-
-The scrubbed hosted capture evidence is stored separately in
-[`assets/evidence/`](assets/evidence/), including the verified unreviewed vLLM
-briefing response and its explicit operational limitations. After a human
-publishes a new notebook capture, its archive cell writes a new dated reviewed
-record and SHA-256 manifest there without including review notes or secrets.
+These are live-state captures of the hosted app after four human-reviewed
+Insights were published — not mockups. Click any image to open it full size.
 
-| Light | Dark |
+| Briefing — four reviewed Insights | Inspecting frozen claim evidence |
 | --- | --- |
-| [![DRIFT architecture light](assets/architecture/architecture-diagram-light.png)](assets/architecture/architecture-diagram-light.svg) | [![DRIFT architecture dark](assets/architecture/architecture-diagram-dark.png)](assets/architecture/architecture-diagram-dark.svg) |
+| [![DRIFT briefing showing four reviewed Insights](assets/screenshots/03-briefing.png)](assets/screenshots/03-briefing.png) | [![DRIFT briefing expanded to show each claim's primary-source excerpt](assets/screenshots/04-briefing-claim-evidence.png)](assets/screenshots/04-briefing-claim-evidence.png) |
 
 The Next.js briefing view exposes each record's status label, confidence,
 model/audit label, rationale, bounded action, source links, and—when present—
@@ -305,11 +321,61 @@ now serves four reviewed Insights instead of the intentional empty state.
 Railway, CORS, public-contract, and Vercel-bundle checks are recorded in the
 changelog. This did not re-run paid provider chat.
 
+The branded Swagger contract and the themed architecture assets are also
+available as visual evidence:
+
+| API documentation | Architecture (light / dark) |
+| --- | --- |
+| [![DRIFT branded Swagger API documentation](assets/screenshots/02-api-docs.png)](assets/screenshots/02-api-docs.png) | [![DRIFT architecture light](assets/architecture/architecture-diagram-light.png)](assets/architecture/architecture-diagram-light.svg)<br/>[![DRIFT architecture dark](assets/architecture/architecture-diagram-dark.png)](assets/architecture/architecture-diagram-dark.svg) |
+
+The scrubbed hosted capture evidence is stored separately in
+[`assets/evidence/`](assets/evidence/), including the verified unreviewed vLLM
+briefing response and its explicit operational limitations. After a human
+publishes a new notebook capture, its archive cell writes a new dated reviewed
+record and SHA-256 manifest there without including review notes or secrets.
+
 ---
 
 ## Quick Start
 
-Requirements: Python 3.14, `uv`, and Node.js 24.x for the frontend.
+### One command (recommended)
+
+The fastest judge path brings up the API, PostgreSQL, and the frontend together
+in fixture mode — no OpenAI key, identical on macOS, Linux, and Windows:
+
+```bash
+git clone https://github.com/iarjunganesh/drift.git
+cd drift
+docker compose up
+```
+
+Open <http://localhost:3000> for the frontend and <http://localhost:8000/docs>
+for the API. Every record is labelled example data.
+
+### Manual setup
+
+Requirements: Python 3.14, `uv`, and Node.js 24.x for the frontend. Every
+command below is shown for both shells; run whichever matches your platform.
+
+#### bash — macOS / Linux
+
+```bash
+# 1. Clone the public repository
+git clone https://github.com/iarjunganesh/drift.git
+cd drift
+
+# 2. Configure the no-key fixture path
+cp .env.example .env
+
+# 3. Install locked Python dependencies
+uv venv .venv
+uv sync --locked --group dev
+
+# 4. Start the API
+uv run uvicorn backend.main:app --reload
+```
+
+#### PowerShell — Windows
 
 ```powershell
 # 1. Clone the public repository
@@ -327,7 +393,20 @@ uv sync --locked --group dev
 uv run uvicorn backend.main:app --reload
 ```
 
-Open <http://127.0.0.1:8000/docs>, or try:
+Open <http://127.0.0.1:8000/docs>, or try the endpoints:
+
+#### bash / curl
+
+```bash
+curl http://127.0.0.1:8000/health
+curl http://127.0.0.1:8000/briefing
+curl "http://127.0.0.1:8000/search?q=vllm"
+curl -X POST http://127.0.0.1:8000/chat \
+  -H "Content-Type: application/json" \
+  -d '{"question":"What should I check for vLLM?"}'
+```
+
+#### PowerShell
 
 ```powershell
 Invoke-RestMethod http://127.0.0.1:8000/health
@@ -338,9 +417,10 @@ Invoke-RestMethod http://127.0.0.1:8000/chat `
   -Body '{"question":"What should I check for vLLM?"}'
 ```
 
-Run the frontend in another terminal:
+Run the frontend in another terminal (same command on every platform). This is
+also where the in-app **Ask DRIFT** box calls `/search` and `/chat`:
 
-```powershell
+```bash
 npm --prefix frontend ci
 npm --prefix frontend run dev
 ```
@@ -370,7 +450,14 @@ The underlying capture command is also draft-only. Enable live mode, provide
 an API key, and select a deliberately small source set. Start with `dev` for
 prompt iteration and use `final` only for selected, already-reviewed sources:
 
+```bash
+# bash — macOS / Linux
+export DRIFT_MODE=live
+uv run python -m backend.pipeline --source vllm --source tensorrt --source pytorch --tier dev
+```
+
 ```powershell
+# PowerShell — Windows
 $env:DRIFT_MODE='live'
 uv run python -m backend.pipeline --source vllm --source tensorrt --source pytorch --tier dev
 ```
@@ -517,13 +604,29 @@ Full decisions and sequencing live in [docs/adr/](docs/adr/),
 
 ---
 
-## Disclaimer
-
-Fixture records are synthetic examples and are not live release analysis. DRIFT
-does not certify compatibility, replace upstream release notes, or authorize
-changes to production infrastructure. Any live insight must remain cited,
-claim-type-labelled, confidence-labelled, model/audit-labelled, reviewed by a
-human, and paired with a bounded `what_to_check` action.
+## Trust Model
+
+Release notes are **untrusted input**, and DRIFT treats them that way. That
+constraint is the product: it is what makes every answer inspectable instead of
+a black-box verdict.
+
+- **Frozen source span.** Every factual claim carries an exact primary-source
+  excerpt with character offsets and a source SHA-256 hash, so reasoning is
+  always traceable back to what the release actually said.
+- **Separate verifier pass.** A second, independently routed model call rejects
+  unsupported or misclassified claims — model-aided screening, not proof.
+- **Human review gate.** Verifier-passed drafts stay private until a person
+  reviews the evidence and records notes; only then can a claim reach
+  `/briefing`, `/search`, or `/chat`.
+- **Facts kept separate from interpretation.** Direct facts, inferences, and
+  recommended checks are labelled distinctly, and confidence plus the
+  model/audit label are always visible.
+
+Because of that boundary, DRIFT deliberately does **not** certify compatibility,
+replace upstream release notes, or authorize changes to production
+infrastructure. Fixture records are synthetic, clearly labelled examples and are
+never presented as live release analysis. `breaking` and `security` are review
+priorities, not automation triggers.
 
 > Built for the [OpenAI Build Week 2026](https://openai.com/) Developer Tools
 > track. Human review remains required for source fidelity, prompt iteration,
diff --git "a/assets/screenshots/01.DRIFT \342\200\224 Release Intelligence for AI Infrastructure.png" b/assets/screenshots/01-landing.png
similarity index 100%
rename from "assets/screenshots/01.DRIFT \342\200\224 Release Intelligence for AI Infrastructure.png"
rename to assets/screenshots/01-landing.png
diff --git "a/assets/screenshots/02.DRIFT \342\200\224 Release Intelligence for AI Infrastructure API documentation.png" b/assets/screenshots/02-api-docs.png
similarity index 100%
rename from "assets/screenshots/02.DRIFT \342\200\224 Release Intelligence for AI Infrastructure API documentation.png"
rename to assets/screenshots/02-api-docs.png
diff --git a/assets/screenshots/03-briefing.png b/assets/screenshots/03-briefing.png
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zEz;q?;nn|FB6d9ioA~|WfbZR}1R6{DrDeOV{}n-R0R`&w>-lg08n1Z&+vk5?GFZEW
Y6c=9;lw3Qrc;SH0p?%eRPyh0N05E%o_y7O^

diff --git a/frontend/app/AskDrift.tsx b/frontend/app/AskDrift.tsx
new file mode 100644
index 0000000..ca2edaa
--- /dev/null
+++ b/frontend/app/AskDrift.tsx
@@ -0,0 +1,157 @@
+"use client";
+
+import { useState } from "react";
+
+type ChatAnswer = {
+  answer: string;
+  source_citations: string[];
+  model_used: string;
+  grounded_insight_ids: number[];
+};
+
+const API_URL = process.env.NEXT_PUBLIC_API_URL || "http://localhost:8000";
+
+const SUGGESTIONS = [
+  "What should I check for vLLM?",
+  "What changed in NCCL collectives?",
+  "Does TensorRT 11.1 affect my CUDA version?",
+];
+
+type Status = "idle" | "loading" | "answered" | "empty" | "error";
+
+export default function AskDrift() {
+  const [question, setQuestion] = useState("");
+  const [status, setStatus] = useState<Status>("idle");
+  const [result, setResult] = useState<ChatAnswer | null>(null);
+
+  async function ask(pending: string) {
+    const trimmed = pending.trim();
+    if (trimmed.length < 2 || status === "loading") return;
+
+    setStatus("loading");
+    setResult(null);
+    try {
+      const response = await fetch(`${API_URL}/chat`, {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify({ question: trimmed }),
+      });
+
+      if (response.status === 404) {
+        setStatus("empty");
+        return;
+      }
+      if (!response.ok) {
+        throw new Error(`The DRIFT API returned ${response.status}.`);
+      }
+
+      const answer = (await response.json()) as ChatAnswer;
+      setResult(answer);
+      setStatus("answered");
+    } catch {
+      setStatus("error");
+    }
+  }
+
+  return (
+    <section className="section" id="ask">
+      <div className="eyebrow">Grounded chat</div>
+      <h2>Ask DRIFT</h2>
+      <p>
+        Ask about a release and get an answer grounded only in retrieved DRIFT
+        evidence, returned with its source citations. In live mode the answer is
+        generated over human-reviewed, verifier-passed Insights; in fixture mode
+        it is composed from the labelled example records.
+      </p>
+
+      <form
+        className="ask-form"
+        onSubmit={(event) => {
+          event.preventDefault();
+          void ask(question);
+        }}
+      >
+        <label className="visually-hidden" htmlFor="ask-input">
+          Ask a question about a release
+        </label>
+        <input
+          id="ask-input"
+          className="ask-input"
+          type="text"
+          value={question}
+          placeholder="What should I check for vLLM?"
+          onChange={(event) => setQuestion(event.target.value)}
+          autoComplete="off"
+        />
+        <button
+          className="button primary"
+          type="submit"
+          disabled={status === "loading" || question.trim().length < 2}
+        >
+          {status === "loading" ? "Asking…" : "Ask"}
+        </button>
+      </form>
+
+      <div className="ask-suggestions" aria-label="Example questions">
+        {SUGGESTIONS.map((suggestion) => (
+          <button
+            key={suggestion}
+            type="button"
+            className="ask-chip"
+            onClick={() => {
+              setQuestion(suggestion);
+              void ask(suggestion);
+            }}
+          >
+            {suggestion}
+          </button>
+        ))}
+      </div>
+
+      {status === "loading" && (
+        <div className="card ask-answer">
+          <p>Retrieving cited evidence…</p>
+        </div>
+      )}
+
+      {status === "empty" && (
+        <div className="card ask-answer">
+          <h3>No matching insights</h3>
+          <p>
+            No reviewed DRIFT insight matched that question. Try a specific
+            library or release, such as vLLM, NCCL, TensorRT, or Transformers.
+          </p>
+        </div>
+      )}
+
+      {status === "error" && (
+        <div className="card ask-answer">
+          <h3>The DRIFT API is not reachable</h3>
+          <p>Start the backend and ask again.</p>
+        </div>
+      )}
+
+      {status === "answered" && result && (
+        <div className="card ask-answer">
+          <div className="ask-answer-label">Grounded answer</div>
+          <p className="ask-answer-body">{result.answer}</p>
+          {result.source_citations.length > 0 && (
+            <div className="citations" aria-label="Answer sources">
+              {result.source_citations.map((citation) => (
+                <a key={citation} href={citation} target="_blank" rel="noreferrer">
+                  Source ↗
+                </a>
+              ))}
+            </div>
+          )}
+          <div className="ask-meta">
+            <span>Model {result.model_used}</span>
+            {result.grounded_insight_ids.length > 0 && (
+              <span>Grounded in insight {result.grounded_insight_ids.join(", ")}</span>
+            )}
+          </div>
+        </div>
+      )}
+    </section>
+  );
+}
diff --git a/frontend/app/globals.css b/frontend/app/globals.css
index 2c33f68..c220fdd 100644
--- a/frontend/app/globals.css
+++ b/frontend/app/globals.css
@@ -105,6 +105,20 @@ h1 { max-width: 760px; font-size: clamp(3.2rem, 8vw, 6.6rem); line-height: .98;
 .pill.security { background: rgba(251, 146, 60, .16); color: var(--amber); }
 .pill.breaking { background: rgba(167, 139, 250, .16); color: var(--violet); }
 .pill.minor { background: rgba(56, 189, 248, .14); color: var(--cyan); }
+.visually-hidden { position: absolute; width: 1px; height: 1px; padding: 0; margin: -1px; overflow: hidden; clip: rect(0, 0, 0, 0); white-space: nowrap; border: 0; }
+.ask-form { display: flex; gap: 10px; flex-wrap: wrap; margin-top: 22px; }
+.ask-input { flex: 1 1 320px; min-width: 0; border: 1px solid var(--line); border-radius: 999px; background: var(--surface); color: var(--ink); font: inherit; padding: 12px 18px; }
+.ask-input::placeholder { color: var(--muted); }
+.ask-input:focus-visible { outline: none; border-color: rgba(56, 189, 248, .7); }
+.button.primary:disabled { opacity: .55; cursor: not-allowed; transform: none; }
+.ask-suggestions { display: flex; gap: 8px; flex-wrap: wrap; margin-top: 14px; }
+.ask-chip { border: 1px solid var(--line); border-radius: 999px; background: transparent; color: var(--muted); font: inherit; font-size: .82rem; font-weight: 600; padding: 7px 13px; cursor: pointer; transition: border-color .2s ease, color .2s ease; }
+.ask-chip:hover { border-color: rgba(56, 189, 248, .7); color: var(--cyan); }
+.ask-answer { margin-top: 20px; }
+.ask-answer h3 { margin: 0 0 8px; }
+.ask-answer-label { color: var(--cyan); font-size: .72rem; font-weight: 700; letter-spacing: .12em; text-transform: uppercase; }
+.ask-answer-body { color: var(--ink); line-height: 1.65; margin: 10px 0 0; white-space: pre-wrap; }
+.ask-meta { display: flex; gap: 14px; flex-wrap: wrap; color: var(--muted); font-size: .82rem; margin-top: 14px; }
 .footer { color: var(--muted); font-size: .85rem; padding-top: 30px; }
 @media (max-width: 800px) { .hero { grid-template-columns: 1fr; padding-top: 64px; } .cards { grid-template-columns: 1fr; } .item { flex-direction: column; } h1 { font-size: clamp(3.3rem, 15vw, 4.6rem); } }
 @media (max-width: 560px) { .product-line { display: none; } .nav-links { gap: 14px; } .nav-links a:first-child { display: none; } .hero { gap: 34px; padding-bottom: 58px; } .signal { padding: 14px 18px 20px; } .proof-line { line-height: 1.5; } }
diff --git a/frontend/app/page.tsx b/frontend/app/page.tsx
index e40720d..e8f0584 100644
--- a/frontend/app/page.tsx
+++ b/frontend/app/page.tsx
@@ -2,6 +2,8 @@
 
 import { useEffect, useState } from "react";
 
+import AskDrift from "./AskDrift";
+
 type Insight = {
   id: number | null;
   title: string;
@@ -79,6 +81,7 @@ export default function Home() {
         </a>
         <div className="nav-links">
           <a href="#briefing">Briefing</a>
+          <a href="#ask">Ask</a>
           <a href={`${API_URL}/docs`} target="_blank" rel="noreferrer">API docs ↗</a>
         </div>
       </nav>
@@ -193,6 +196,8 @@ export default function Home() {
         </div>
       </section>
 
+      <AskDrift />
+
       <section className="section">
         <div className="eyebrow">The DRIFT contract</div>
         <h2>Useful because it stays inspectable.</h2>
diff --git a/submission/NEXT_STEPS.md b/submission/NEXT_STEPS.md
index d8a6259..328889f 100644
--- a/submission/NEXT_STEPS.md
+++ b/submission/NEXT_STEPS.md
@@ -60,23 +60,30 @@ blocker.
 ## P1 — High leverage (Jul 18–19). Largest scoring uplift per hour.
 
 ### 4. Restructure README top (Potential Impact / first impression)
-- [ ] First screen: problem → what DRIFT does → live demo links (now showing real
-      content) → 60-second judge path (`docker compose up` + hosted URLs).
-- [ ] Move the boundary/disclaimer material lower and reframe it as the trust
+- [x] First screen: problem → what DRIFT does → live demo links (now showing real
+      content) → 60-second judge path (`docker compose up` + hosted URLs). Added a
+      **Try DRIFT in 60 Seconds** block and embedded the reviewed-briefing and
+      claim-evidence screenshots as live-state evidence.
+- [x] Move the boundary/disclaimer material lower and reframe it as the trust
       model — "release notes are untrusted input; every claim carries a frozen
       source span, a separate verifier pass, and a human review gate" — not as
-      an apology.
-- [ ] Keep the Codex/GPT-5.6 usage section prominent (judges are told to look for it).
+      an apology. (Renamed the closing **Disclaimer** section to **Trust Model**.)
+- [x] Keep the Codex/GPT-5.6 usage section prominent (judges are told to look for it).
 
 ### 5. Add a minimal chat/search box to the frontend (Design)
-- [ ] One component against the existing `/search` + `/chat` endpoints; show the
+- [x] One component against the existing `/search` + `/chat` endpoints; show the
       grounded answer with citations. This is the single biggest demo-video uplift.
-- [ ] If credits run short, cut this before cutting anything in P0.
+      Added `frontend/app/AskDrift.tsx` (**Ask DRIFT**): posts to `/chat`, renders
+      the grounded answer, source citations, model label, and grounded insight IDs,
+      with loading / no-match (404) / error states. Contract verified against the
+      fixture backend; frontend build passes.
+- [ ] If credits run short, cut this before cutting anything in P0. (Not needed;
+      built by hand without spending Codex credits.)
 
 ### 6. Cross-platform judge path
-- [ ] Add bash/curl equivalents beside every PowerShell command in Quick Start
+- [x] Add bash/curl equivalents beside every PowerShell command in Quick Start
       (judges will likely test on macOS/Linux).
-- [ ] Promote `docker compose up` as the one-command local path.
+- [x] Promote `docker compose up` as the one-command local path.
 
 ---
 

From 962c57a69e6021a13fee6d751796985de26747a0 Mon Sep 17 00:00:00 2001
From: Arjun Ganesh <iarjunganesh@gmail.com>
Date: Fri, 17 Jul 2026 20:21:37 +0200
Subject: [PATCH 2/2] feat(fixtures): render verifiable claim evidence in
 no-key demo

Fixtures: back every example claim with explicitly synthetic, checked-in source text and validate its full-byte SHA-256, exact span, URL, and raw-item relationship.

Frontend: align Ask DRIFT input validation and accessible states with the public /chat contract.

Delivery: release v0.8.0 source metadata and synchronize the README, security policy, runbook, architecture, ADRs, submission tracker, locks, and test count without claiming unverified hosted deployment.

Verification: Ruff, mypy, 150 tests at 100% backend coverage, clean frontend install/build, Docker Compose config, fixture byte-hash/span checks, Markdown link checks, and git diff --check pass.
---
 .gitattributes                                |   4 +
 AGENTS.md                                     |  27 +-
 CHANGELOG.md                                  |  76 ++-
 CONTRIBUTING.md                               |  11 +-
 README.md                                     | 232 ++++---
 SECURITY.md                                   |   7 +-
 assets/architecture/README.md                 |  72 ++-
 assets/architecture/arch-dark.png             | Bin 0 -> 608991 bytes
 assets/architecture/arch-dark.svg             |   1 +
 assets/architecture/arch-light.png            | Bin 0 -> 676313 bytes
 assets/architecture/arch-light.svg            |   1 +
 ...ig.json => arch-pipeline-dark.config.json} |   0
 assets/architecture/arch-pipeline-dark.png    | Bin 0 -> 114406 bytes
 assets/architecture/arch-pipeline-dark.svg    |   1 +
 ...g.json => arch-pipeline-light.config.json} |   0
 assets/architecture/arch-pipeline-light.png   | Bin 0 -> 112766 bytes
 assets/architecture/arch-pipeline-light.svg   |   1 +
 assets/architecture/arch-pipeline.mmd         |  54 ++
 .../architecture-diagram-dark.png             | Bin 70219 -> 0 bytes
 .../architecture-diagram-dark.svg             |   1 -
 .../architecture-diagram-light.png            | Bin 68983 -> 0 bytes
 .../architecture-diagram-light.svg            |   1 -
 assets/architecture/architecture-diagram.mmd  |  41 --
 assets/architecture/build_arch.py             | 598 ++++++++++++++++++
 assets/architecture/build_arch_raster.mjs     |  22 +
 assets/brand/README.md                        |  58 +-
 assets/brand/build_banner.py                  | 348 ++++++++++
 assets/brand/build_banner_raster.mjs          |  21 +
 assets/brand/drift-banner-dark.png            | Bin 0 -> 330293 bytes
 assets/brand/drift-banner-dark.svg            |  68 +-
 assets/brand/drift-banner-light.png           | Bin 0 -> 363986 bytes
 assets/brand/drift-banner-light.svg           |  65 +-
 backend/core/config.py                        |   2 +-
 backend/fixtures/insights.json                | 172 ++++-
 backend/fixtures/source_evidence/101.txt      |   2 +
 backend/fixtures/source_evidence/102.txt      |   2 +
 backend/fixtures/source_evidence/103.txt      |   2 +
 backend/fixtures/source_evidence/104.txt      |   2 +
 docs/ARCHITECTURE.md                          |  58 +-
 docs/BUILD_SEQUENCE.md                        |  22 +-
 docs/CODEX_PROMPTS.md                         |   9 +-
 docs/INITIATIVES.md                           |  46 +-
 docs/RUNBOOK.md                               |   8 +-
 docs/adr/007-vercel-railway-deployment.md     |   2 +-
 .../adr/010-claim-evidence-and-review-gate.md |   7 +
 docs/adr/README.md                            |   2 +-
 frontend/app/AskDrift.tsx                     |  27 +-
 frontend/app/page.tsx                         |   2 +-
 frontend/package-lock.json                    |   4 +-
 frontend/package.json                         |   2 +-
 pyproject.toml                                |   2 +-
 submission/DEMO_SCRIPT.md                     |   2 +-
 submission/DRIFT_FREEZE_PLAN.md               | 458 ++++++++++++++
 submission/NEXT_STEPS.md                      |  46 +-
 submission/SUBMISSION.md                      |   2 +
 tests/integration/test_api.py                 |   2 +-
 tests/unit/test_fixture_evidence.py           |  42 ++
 uv.lock                                       |   2 +-
 58 files changed, 2212 insertions(+), 425 deletions(-)
 create mode 100644 assets/architecture/arch-dark.png
 create mode 100644 assets/architecture/arch-dark.svg
 create mode 100644 assets/architecture/arch-light.png
 create mode 100644 assets/architecture/arch-light.svg
 rename assets/architecture/{architecture-diagram-dark.config.json => arch-pipeline-dark.config.json} (100%)
 create mode 100644 assets/architecture/arch-pipeline-dark.png
 create mode 100644 assets/architecture/arch-pipeline-dark.svg
 rename assets/architecture/{architecture-diagram-light.config.json => arch-pipeline-light.config.json} (100%)
 create mode 100644 assets/architecture/arch-pipeline-light.png
 create mode 100644 assets/architecture/arch-pipeline-light.svg
 create mode 100644 assets/architecture/arch-pipeline.mmd
 delete mode 100644 assets/architecture/architecture-diagram-dark.png
 delete mode 100644 assets/architecture/architecture-diagram-dark.svg
 delete mode 100644 assets/architecture/architecture-diagram-light.png
 delete mode 100644 assets/architecture/architecture-diagram-light.svg
 delete mode 100644 assets/architecture/architecture-diagram.mmd
 create mode 100644 assets/architecture/build_arch.py
 create mode 100644 assets/architecture/build_arch_raster.mjs
 create mode 100644 assets/brand/build_banner.py
 create mode 100644 assets/brand/build_banner_raster.mjs
 create mode 100644 assets/brand/drift-banner-dark.png
 create mode 100644 assets/brand/drift-banner-light.png
 create mode 100644 backend/fixtures/source_evidence/101.txt
 create mode 100644 backend/fixtures/source_evidence/102.txt
 create mode 100644 backend/fixtures/source_evidence/103.txt
 create mode 100644 backend/fixtures/source_evidence/104.txt
 create mode 100644 submission/DRIFT_FREEZE_PLAN.md
 create mode 100644 tests/unit/test_fixture_evidence.py

diff --git a/.gitattributes b/.gitattributes
index 6564258..f929e65 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -5,3 +5,7 @@
 # (without this, core.autocrlf=true smudges the LF blob to CRLF on Windows and
 # breaks the hash locally).
 assets/evidence/*.json -text
+
+# No-key fixture source text is referenced by immutable SHA-256 values in the
+# checked-in claim records. Preserve its source bytes across Windows/macOS/Linux.
+backend/fixtures/source_evidence/*.txt -text
diff --git a/AGENTS.md b/AGENTS.md
index 183b14b..091f9ae 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -6,10 +6,13 @@ DRIFT is release intelligence for GPU and AI-infrastructure teams. It turns
 primary release notes into cited, confidence-labelled, engineer-ready
 answers: what changed, why it matters, and what to check next.
 
-**Current phase:** `v0.7.0` is the current hosted Railway/Vercel release. It
-hardens evidence byte integrity, makes human review notes database-only, and
-raises the frontend briefing limit to ten. `v0.6.1` is the previously verified
-hosted Railway revision, and `v0.5.1` is historical pre-review-gate evidence. The new local
+**Current phase:** `v0.8.0` is the current source release. It adds a grounded
+frontend chat box and makes the no-key fixture evidence inspectable against
+checked-in synthetic source files; hosted deployment verification is pending.
+`v0.7.0` is the current verified Railway/Vercel release: it hardens evidence
+byte integrity, makes human review notes database-only, and raises the frontend
+briefing limit to ten. `v0.6.1` is the previously verified hosted Railway
+revision, and `v0.5.1` is historical pre-review-gate evidence. The new local
 guardrail work adds claim-level evidence, a separate verifier, and a human
 publication gate. `DRIFT_MODE=live`
 can make a bounded `backend.pipeline` **draft** capture: persist/reload source
@@ -29,6 +32,12 @@ v2.30.7-1, TensorRT 11.1). The hosted `v0.6.1` app was then verified through
 API-served banner pair. This is a small, bounded reviewed set — not broad or
 continuous live-release analysis.
 
+The fixture demo now ships typed claim evidence backed by explicit synthetic
+source files, so the inspect-claim-evidence panel renders without an API key.
+The suite is 150 tests at 100% backend
+coverage; `main` branch protection requires the CI quality gate and the Codecov
+`pytest` upload is confirmed (both verified 2026-07-17).
+
 ## Key commands
 
 ```powershell
@@ -170,9 +179,10 @@ The accepted deployment shape is a Vercel project rooted at `frontend/` and a
 Railway FastAPI service built from the repository root with `Dockerfile` and
 `railway.json`. The public frontend is
 `https://dr1ftless.vercel.app` and the API is
-`https://drift-api-prod.up.railway.app`. The verified hosted application is
-`v0.6.1` in `DRIFT_MODE=live`, with the Vercel origin advertised through CORS.
-On 2026-07-16, `/health` reported `v0.6.1`, `/briefing` returned the four
+`https://drift-api-prod.up.railway.app`. The current verified hosted application
+is `v0.7.0` in `DRIFT_MODE=live`, with the Vercel origin advertised through CORS;
+`v0.6.1` was the prior verified revision. On 2026-07-16, `/health` reported
+`v0.6.1`, `/briefing` returned the four
 human-reviewed Insights published that day, `/docs` returned `200`, and
 the Vercel HTML referenced the canonical API-served banner pair. The Swagger
 banner frame follows the same light/dark preference as the canonical banners.
@@ -200,7 +210,8 @@ Railway URL for local TCP-proxy access; it is not evidence of a hosted run.
 - `docs/BUILD_SEQUENCE.md` — implementation sequence and publication setup.
 - `docs/adr/` — durable architectural decisions.
 - `docs/INITIATIVES.md` — Codex project initiative/session evidence.
-- `backend/fixtures/` — deterministic, citation-backed example insights.
+- `backend/fixtures/` — deterministic, citation-backed example insights, each
+  carrying typed claim evidence.
 - `backend/fixtures/evals/` — claim-grounding calibration cases.
 - `notebooks/` — local manual capture/review workflow; contains no secrets.
 - `assets/architecture/` — Mermaid source and themed SVG/PNG renders.
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d7cd0bc..0088776 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,20 +8,42 @@ Format: [Keep a Changelog](https://keepachangelog.com/en/1.1.0/) · Versioning:
 The `0.1.0` entry is the initial repository baseline published on GitHub as
 the annotated `v0.1.0` tag.
 
-## [Unreleased]
+## [0.8.0] - 2026-07-17
+
+### Codex session record
+
+- Carried `019f6a78-6fa2-7121-9059-85ac8ceb9904` from reviewed-evidence release
+  hardening and `v0.7.0` hosted verification through this `v0.8.0` source
+  release.
 
 ### Added
 
+- Gave the three fixture Insights typed `claims` arrays backed by frozen,
+  checked-in synthetic source files. Every span, offset, source URL, and
+  source-content SHA-256 now follows the same invariant as a live claim; a
+  regression test rejects mismatched source text, hashes, URLs, offsets, or raw
+  item IDs. The **Inspect claim evidence** panel now renders in no-key fixture
+  mode without implying that example text is an upstream release note. The suite
+  passes 150 tests at 100% backend coverage.
 - **Ask DRIFT** grounded-chat box in the frontend (`frontend/app/AskDrift.tsx`):
   a single client component that posts a question to `/chat` and renders the
   grounded answer, its source citations, the model/audit label, and the grounded
   insight IDs, with explicit loading, no-match (HTTP 404), and error states. It
-  works in both fixture and live mode. The `/chat` contract was verified against
-  the fixture backend and the production frontend build passes.
+  works in both fixture and live mode. The input now matches the `/chat`
+  contract (3–2,000 characters), reports server errors accurately, and announces
+  state changes accessibly. The `/chat` contract was verified against the
+  fixture backend and the production frontend build passes.
 - Embedded the reviewed-briefing and claim-evidence screenshots in the README as
   live-state visual evidence (`assets/screenshots/03-briefing.png` and
   `04-briefing-claim-evidence.png`), alongside the branded Swagger and
   architecture assets.
+- **Presentation architecture diagram** — a hand-authored, presentation-grade
+  visual (`assets/architecture/arch-{dark,light}.svg`, generated by
+  `build_arch.py` + `build_arch_raster.mjs`) that dramatizes the six typed
+  stages as a first-look **trust boundary**: untrusted feeds → quarantined
+  machine drafts → the human review gate → trusted, published briefing. The
+  README and `docs/ARCHITECTURE.md` now lead with it, with the Mermaid pipeline
+  kept as the maintainable system-of-record in a collapsible section.
 
 ### Changed
 
@@ -34,9 +56,53 @@ the annotated `v0.1.0` tag.
 - Made the Quick Start cross-platform: promoted `docker compose up` as the
   one-command local path and added bash/curl equivalents beside every PowerShell
   command (setup, endpoint calls, and the live capture command).
+- Corrected the P1 tracker to name the implemented grounded-chat component
+  honestly. It uses `/chat`, whose retrieve-first backend already performs the
+  evidence lookup; the separate `/search` endpoint remains available in the API
+  rather than duplicating live retrieval and provider work in the browser.
 - Renamed the tracked UI screenshots to clean kebab-case filenames
   (`01-landing`, `02-api-docs`, `03-briefing`, `04-briefing-claim-evidence`) so
   they embed reliably in Markdown.
+- Rebuilt the Mermaid architecture diagram (`arch-pipeline.mmd`) into three
+  colour-coded trust zones (untrusted · quarantine · trusted) with the human
+  review gate as the crossing point, and regenerated all four light/dark
+  renders. The auto-laid Mermaid is kept acyclic — the "engineer also reviews"
+  loop-closing edge appears only in the hand-laid presentation diagram — so the
+  zones read left
+  to right.
+- Renamed the Mermaid architecture assets for clarity: `architecture-diagram*`
+  → `arch-pipeline*` (source, renders, and theme configs), pairing them with the
+  new hand-authored `arch-*` presentation diagram, and updated every reference
+  across the README, `docs/ARCHITECTURE.md`, `CONTRIBUTING.md`, and the asset
+  guides.
+- Elevated the canonical DRIFT brand banners to share the presentation diagram's
+  visual system — trust-zone palette, node styling, gold human-review gate,
+  dot-grid field, and a subtle GPU compute-lattice backdrop (circuit traces,
+  vias, and a PCB edge-connector) behind the evidence-path card — via a new
+  `assets/brand/build_banner.py` generator (with a `build_banner_raster.mjs`
+  PNG export). The API-served SVG filenames
+  (`drift-banner-{dark,light}.svg`) are unchanged, so `backend/main.py` and the
+  Docker image keep serving them.
+- Refreshed the README **Project Structure** tree to match the current backend,
+  frontend, assets, scripts, migrations, and tooling layout.
+- Locked one **DRIFT signature gradient** (teal `#2dd4bf` → indigo `#818cf8`
+  dark / `#0d9488` → `#4f46e5` light) across the banner wordmark and the
+  presentation-diagram eyebrow, with the semantic node/trust colours kept for the
+  diagrams. The endpoints are the diagram's own source-teal → agent-indigo
+  hues; the locked palette is documented in `assets/brand/README.md`.
+- Added a **Powered by GPT-5.6 tiers · Luna · Terra · Sol** credit to the brand
+  banner, and a GPU compute-lattice backdrop behind the evidence-path card.
+
+### Repository operations
+
+- Enabled branch protection on `main` (2026-07-17): the five CI quality-gate
+  checks (Ruff lint, Mypy type check, Tests and coverage, Frontend build, and
+  Documentation hygiene) are required, with strict up-to-date merges; admins
+  retain a bypass for pre-deadline hotfixes. Tag-only release checks are
+  intentionally excluded.
+- Confirmed the Codecov `pytest` upload on the dashboard (2026-07-17): the
+  tokenless OIDC upload is queued and processed, and the repository and
+  `flag=pytest` coverage badges both resolve to 100%.
 
 ## [0.7.0] - 2026-07-16
 
@@ -480,7 +546,7 @@ with explicit live-path architecture and publication-ready quality gates.
 - GitHub Actions gates for Ruff, mypy, pytest/coverage, Codecov upload,
   frontend build, release quality, and documentation hygiene.
 - Mermaid architecture source with light/dark SVG and PNG renders, plus
-  repository-native DRIFT hero banners.
+  repository-native DRIFT brand banners.
 - Seven ADRs covering fixture-first execution, typed stages, provenance,
   budget control, persistence, CI, and deployment topology.
 - Contribution, security, runbook, architecture, build-sequence, and timed
@@ -511,7 +577,7 @@ with explicit live-path architecture and publication-ready quality gates.
   `019f61fc-c32e-7d92-9d2e-0bd9083d08e7`.
 - Full scope and submission guidance: [`docs/INITIATIVES.md`](docs/INITIATIVES.md).
 
-[Unreleased]: #unreleased
+[0.8.0]: #080---2026-07-17
 [0.7.0]: #070---2026-07-16
 [0.6.1]: #061---2026-07-16
 [0.6.0]: #060---2026-07-16
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9b3ee10..187d62c 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -85,11 +85,12 @@ audit label.
 
 ## Documentation and architecture assets
 
-The source of truth for the main architecture visual is
-`assets/architecture/architecture-diagram.mmd`. Regenerate its SVG/PNG renders
-with the instructions in `assets/architecture/README.md`; do not hand-edit a
-rendered diagram. Architecture decisions belong in `docs/adr/`.
+The source of truth for the main architecture visual is the pipeline Mermaid
+`assets/architecture/arch-pipeline.mmd` and the hand-authored presentation-diagram generator
+`assets/architecture/build_arch.py`. Regenerate the SVG/PNG renders with the
+instructions in `assets/architecture/README.md`; do not hand-edit a rendered
+diagram. Architecture decisions belong in `docs/adr/`.
 
-The nine project initiatives and their Codex Session IDs are recorded in
+The ten project initiatives and their Codex Session IDs are recorded in
 [`docs/INITIATIVES.md`](docs/INITIATIVES.md); update that record if a future
 initiative materially changes the baseline.
diff --git a/README.md b/README.md
index 8f1878c..da45792 100644
--- a/README.md
+++ b/README.md
@@ -13,20 +13,37 @@
 [![Codecov](https://codecov.io/gh/iarjunganesh/drift/graph/badge.svg)](https://codecov.io/gh/iarjunganesh/drift)
 [![Release](https://img.shields.io/badge/release-latest-2ea44f?logo=github&logoColor=white)](https://github.com/iarjunganesh/drift/releases)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
-[![Watch Video](https://img.shields.io/badge/%E2%96%B6_Watch-3--min_demo-FF0000?logo=youtube&logoColor=white)](#live--interactive-demo)
+[![Watch Video](https://img.shields.io/badge/%E2%96%B6_Watch-3--min_demo-FF0000?logo=youtube&logoColor=white)](#try-drift-in-60-seconds)
 
+<!-- Row 2 — AI & agent core -->
+[![Agent Pattern](https://img.shields.io/badge/Agent_Pattern-asyncio_typed_stages-3776AB?logo=python&logoColor=white)](backend/agents/base.py)
+[![GPT-5.6 Luna](https://img.shields.io/badge/GPT--5.6-Luna-412991?logo=openai&logoColor=white)](https://developers.openai.com/api/docs/models/gpt-5.6-luna)
+[![GPT-5.6 Terra](https://img.shields.io/badge/GPT--5.6-Terra-412991?logo=openai&logoColor=white)](https://developers.openai.com/api/docs/models/gpt-5.6-terra)
+[![GPT-5.6 Sol](https://img.shields.io/badge/GPT--5.6-Sol-412991?logo=openai&logoColor=white)](https://developers.openai.com/api/docs/models/gpt-5.6-sol)
+[![Pydantic](https://img.shields.io/badge/Pydantic-2.13_contracts-E92063?logo=pydantic&logoColor=white)](https://docs.pydantic.dev/)
+[![structlog](https://img.shields.io/badge/structlog-JSON_observability-4A90E2)](https://www.structlog.org/)
+
+<!-- Row 3 — Frontend + live Vercel app -->
+[![Next.js](https://img.shields.io/badge/Next.js-16.2.10-000000?logo=nextdotjs&logoColor=white)](https://nextjs.org/)
+[![React](https://img.shields.io/badge/React-19.2.7-61DAFB?logo=react&logoColor=black)](https://react.dev/)
+[![TypeScript](https://img.shields.io/badge/TypeScript-5.9-3178C6?logo=typescript&logoColor=white)](https://www.typescriptlang.org/)
+[![Node.js](https://img.shields.io/badge/Node.js-24-339933?logo=nodedotjs&logoColor=white)](https://nodejs.org/)
+[![Vercel Hobby](https://img.shields.io/badge/Vercel-Hobby-000000?logo=vercel&logoColor=white)](https://vercel.com)
+
+<!-- Row 4 — Backend -->
 [![Python](https://img.shields.io/badge/Python-3.14-3776AB?logo=python&logoColor=white)](https://www.python.org/)
 [![FastAPI](https://img.shields.io/badge/FastAPI-0.139-009688?logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com/)
+[![Ruff](https://img.shields.io/badge/Ruff-lint%20%2B%20format-D7FF64?logo=ruff&logoColor=111827)](https://docs.astral.sh/ruff/)
+[![pytest](https://img.shields.io/badge/pytest-9.1-0A9EDC?logo=pytest&logoColor=white)](https://docs.pytest.org/)
+[![Railway Hobby](https://img.shields.io/badge/Railway-Hobby-0B0D0E?logo=railway&logoColor=white)](https://railway.com)
+
+<!-- Row 5 — Live store -->
 [![PostgreSQL](https://img.shields.io/badge/PostgreSQL-17-336791?logo=postgresql&logoColor=white)](https://www.postgresql.org/)
 [![pgvector](https://img.shields.io/badge/pgvector-0.5.0-336791?logo=postgresql&logoColor=white)](https://github.com/pgvector/pgvector)
-[![OpenAI](https://img.shields.io/badge/OpenAI-SDK-412991?logo=openai&logoColor=white)](https://platform.openai.com/)
-[![Ruff](https://img.shields.io/badge/Ruff-lint%20%2B%20format-D7FF64?logo=ruff&logoColor=111827)](https://docs.astral.sh/ruff/)
 
-[![Next.js](https://img.shields.io/badge/Next.js-16.2.10-000000?logo=nextdotjs&logoColor=white)](https://nextjs.org/)
-[![React](https://img.shields.io/badge/React-19.2.7-61DAFB?logo=react&logoColor=black)](https://react.dev/)
-[![Node.js](https://img.shields.io/badge/Node.js-24-339933?logo=nodedotjs&logoColor=white)](https://nodejs.org/)
-[![Railway](https://img.shields.io/badge/Railway-backend-0B0D0E?logo=railway&logoColor=white)](https://drift-api-prod.up.railway.app/docs)
-[![Vercel](https://img.shields.io/badge/Vercel-frontend-000000?logo=vercel&logoColor=white)](https://dr1ftless.vercel.app)
+<!-- Row 6 — Hosting (live deployments) -->
+[![Vercel live frontend](https://img.shields.io/badge/Vercel-live_frontend-000000?logo=vercel&logoColor=white)](https://dr1ftless.vercel.app)
+[![Railway live API](https://img.shields.io/badge/Railway-live_API-0B0D0E?logo=railway&logoColor=white)](https://drift-api-prod.up.railway.app/docs)
 
 ---
 
@@ -55,15 +72,17 @@ Built for **OpenAI Build Week 2026 · Developer Tools**.
 
 ## Try DRIFT in 60 Seconds
 
-**Hosted — nothing to install.** The live briefing now serves four
-human-reviewed Insights from one real bounded capture (Transformers v5.14.1,
-vLLM v0.25.1, NCCL v2.30.7-1, TensorRT 11.1):
+**Hosted — nothing to install.** The live briefing serves four human-reviewed
+Insights from one real bounded capture (Transformers v5.14.1, vLLM v0.25.1,
+NCCL v2.30.7-1, TensorRT 11.1); `/briefing`, `/search`, and `/chat` were verified
+provider-backed on 2026-07-16.
 
 | Surface | Link |
 | --- | --- |
 | **Frontend** — briefing with inspectable claim evidence | <https://dr1ftless.vercel.app> |
-| **API docs** — `/health`, `/briefing`, `/search`, `/chat` | <https://drift-api-prod.up.railway.app/docs> |
+| **API docs** — `/health`, `/briefing`, `/search`, `/chat`, `/openapi.json` | <https://drift-api-prod.up.railway.app/docs> |
 | **Grounded chat** — cited answer over reviewed evidence (verified provider-backed) | [`POST /chat` in the API docs](https://drift-api-prod.up.railway.app/docs) |
+| **Demo video** — 3-min narrated walkthrough (Codex + GPT-5.6) | [▶ Watch on YouTube](https://youtu.be/TBD) *(recording before submission)* |
 
 **Local — one command, no API key.** The deterministic fixture path brings up the
 API, PostgreSQL, and the frontend — including the in-app **Ask DRIFT**
@@ -100,28 +119,47 @@ The currently working path substitutes committed examples for the unfinished
 live stages:
 
 ```text
-backend/fixtures/insights.json → InsightStore → FastAPI → briefing/search/chat
+backend/fixtures/source_evidence/*.txt + insights.json → InsightStore → FastAPI → briefing/search/chat
 ```
 
-Fixture records are explicitly labelled examples. They are never described as
-fresh live release analysis.
+Fixture records are explicitly labelled examples, backed by checked-in
+synthetic source text whose hashes and spans are verified in tests. They are
+never described as fresh live release analysis.
 
 ---
 
 ## Architecture
 
 <p align="center">
-  <a href="assets/architecture/architecture-diagram-light.svg" target="_blank" rel="noopener noreferrer">
+  <a href="assets/architecture/arch-light.svg" target="_blank" rel="noopener noreferrer">
     <picture>
-      <source media="(prefers-color-scheme: dark)" srcset="assets/architecture/architecture-diagram-dark.svg">
-      <source media="(prefers-color-scheme: light)" srcset="assets/architecture/architecture-diagram-light.svg">
-      <img width="900" src="assets/architecture/architecture-diagram-light.svg"
-           alt="DRIFT architecture — primary release feeds through Scout, Synthesizer, Insight, and Briefing into FastAPI"/>
+      <source media="(prefers-color-scheme: dark)" srcset="assets/architecture/arch-dark.svg">
+      <source media="(prefers-color-scheme: light)" srcset="assets/architecture/arch-light.svg">
+      <img width="960" src="assets/architecture/arch-light.svg"
+           alt="DRIFT trust boundary — untrusted release feeds pass through machine claim extraction and a separate verifier into quarantined drafts; a human review gate is the only bridge to the trusted, published briefing an engineer sees."/>
     </picture>
   </a>
 </p>
 
-<sub>Click to enlarge: <a href="assets/architecture/architecture-diagram-light.svg">light SVG</a> / <a href="assets/architecture/architecture-diagram-dark.svg">dark SVG</a> · Downloadable <a href="assets/architecture/architecture-diagram-light.png">light PNG</a> / <a href="assets/architecture/architecture-diagram-dark.png">dark PNG</a> · Source: <a href="assets/architecture/architecture-diagram.mmd"><code>architecture-diagram.mmd</code></a></sub>
+<p align="center"><sub><b>The trust boundary at a glance.</b> Everything left of the gate is untrusted machine output; a human reviewer is the only path to what an engineer sees. · <a href="assets/architecture/arch-light.svg">light SVG</a> / <a href="assets/architecture/arch-dark.svg">dark SVG</a></sub></p>
+
+<details>
+<summary><b>Detailed pipeline diagram</b> — the same six typed stages, as the maintainable Mermaid source of truth</summary>
+
+<p align="center">
+  <a href="assets/architecture/arch-pipeline-light.svg" target="_blank" rel="noopener noreferrer">
+    <picture>
+      <source media="(prefers-color-scheme: dark)" srcset="assets/architecture/arch-pipeline-dark.svg">
+      <source media="(prefers-color-scheme: light)" srcset="assets/architecture/arch-pipeline-light.svg">
+      <img width="900" src="assets/architecture/arch-pipeline-light.svg"
+           alt="DRIFT architecture — primary release feeds through Scout, Synthesizer, claim extraction, a separate verifier, a human review gate, and Briefing into FastAPI"/>
+    </picture>
+  </a>
+</p>
+
+<sub>Click to enlarge: <a href="assets/architecture/arch-pipeline-light.svg">light SVG</a> / <a href="assets/architecture/arch-pipeline-dark.svg">dark SVG</a> · Downloadable <a href="assets/architecture/arch-pipeline-light.png">light PNG</a> / <a href="assets/architecture/arch-pipeline-dark.png">dark PNG</a> · Source: <a href="assets/architecture/arch-pipeline.mmd"><code>arch-pipeline.mmd</code></a></sub>
+
+</details>
 
 **In short:** the fixture path is complete and no-key. The local live path now
 persists source evidence, generates and separately verifies claim-grounded
@@ -146,7 +184,7 @@ bounded reviewed set, not a broad live-release-analysis claim.
 ### Codex project initiatives
 
 The baseline, publication follow-up, bounded release milestones, and
-documentation follow-up are tied to nine project initiatives. The grounded
+documentation follow-up are tied to ten project initiatives. The grounded
 live-chat row remains the primary v0.4.0 implementation session; v0.5.0 adds
 the bounded local capture path.
 
@@ -155,12 +193,13 @@ the bounded local capture path.
 | Foundation and inspectable vertical slice | `019f61e7-1ea1-7742-9acc-99d62f39b888` | Fixture API, typed contracts, agent boundaries, safety invariants, tests |
 | Publication and judge-readiness baseline | `019f61fc-c32e-7d92-9d2e-0bd9083d08e7` | Documentation, architecture assets, CI/Codecov, deployment and submission surfaces |
 | Hosted deployment and README follow-up | `019f6253-ddfc-7272-8077-e34dfb3aee84` | Railway/Vercel URLs, release badges, and public demo documentation |
-| Day 1/Day 2 implementation follow-up | `019f62e8-6715-70e2-a92a-fe28254f7b71` | Scout feeds, async PostgreSQL/pgvector foundation, Tier.DEV embeddings/clustering/classification, session instructions, and status cleanup |
 | Grounded live chat, resilience, and locked delivery | `019f62b9-10b7-7d82-a463-e6eb1192141c` | Primary `0.2.0` candidate work: local live chat, async safeguards, locked delivery, and full implemented-code coverage |
+| Day 1/Day 2 implementation follow-up | `019f62e8-6715-70e2-a92a-fe28254f7b71` | Scout feeds, async PostgreSQL/pgvector foundation, Tier.DEV embeddings/clustering/classification, session instructions, and status cleanup |
 | Day 3/Day 4 Insight structured output | `019f6336-3690-7022-a8ef-c8c0947e240f` | Standalone `generate_insight()` structured parsing, strict validation, citations, confidence, and model provenance |
 | Bounded capture, provenance, and status cleanup | `019f66b4-78b8-7943-a41d-91e836d28f00` | One-shot persisted capture, all-call budget/retry controls, live briefing adapter, evidence UI, and documentation synchronization |
 | Grounding guardrails and capture readiness | `019f6773-0e96-7363-9657-0e0531c3d594` | Claim spans/hashes, separate verifier, review-gated publication, cross-references, calibration cases, manual notebook, and all-source capture preflight |
 | Submission audit and frontend evidence presentation | `019f6a46-e3eb-7de2-81b1-91515ae80043` | Handwritten-next-step audit, explicit briefing states, system-theme presentation, canonical API-served banners, and status synchronization |
+| Reviewed-evidence release hardening, hosted verification, and v0.8.0 source release | `019f6a78-6fa2-7121-9059-85ac8ceb9904` | Evidence-byte integrity, database-only review notes, display-only results artifact, `v0.7.0` hosted verification, and the `v0.8.0` grounded-chat / verifiable-fixture source release |
 
 See the full [project initiative record](docs/INITIATIVES.md).
 
@@ -176,7 +215,9 @@ the Day 3/Day 4 Insight implementation session is
 `019f6336-3690-7022-a8ef-c8c0947e240f`; the grounding guardrail and
 capture-readiness follow-up is `019f6773-0e96-7363-9657-0e0531c3d594`; and the
 submission-audit/frontend-presentation follow-up is
-`019f6a46-e3eb-7de2-81b1-91515ae80043`.
+`019f6a46-e3eb-7de2-81b1-91515ae80043`; the reviewed-evidence hardening,
+hosted-verification, and `v0.8.0` source-release session is
+`019f6a78-6fa2-7121-9059-85ac8ceb9904`.
 
 GPT-5.6 is used only when an operator explicitly enables `DRIFT_MODE=live` and
 provides an API key. The local capture job routes embeddings, classification,
@@ -249,14 +290,14 @@ conservatively; it is never silently treated as free.
 
 | Layer | Technology | Role |
 | --- | --- | --- |
-| **Backend** | [![FastAPI](https://img.shields.io/badge/FastAPI-0.139-009688?logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com/) [![Python](https://img.shields.io/badge/Python-3.14-3776AB?logo=python&logoColor=white)](https://www.python.org/) | Typed HTTP API and explicit pipeline stages |
+| **Backend** | [![Python](https://img.shields.io/badge/Python-3.14-3776AB?logo=python&logoColor=white)](https://www.python.org/) [![FastAPI](https://img.shields.io/badge/FastAPI-0.139-009688?logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com/) | Typed HTTP API and explicit pipeline stages |
 | **Contracts** | [![Pydantic](https://img.shields.io/badge/Pydantic-2.13-E92063?logo=pydantic&logoColor=white)](https://docs.pydantic.dev/) | Typed raw-item, insight, briefing, and chat contracts |
 | **Agent Pattern** | [![asyncio](https://img.shields.io/badge/asyncio-typed%20stages-3776AB?logo=python&logoColor=white)](backend/agents/base.py) | Small lifecycle-wrapped functions; no orchestration framework |
 | **Release Feeds** | [![feedparser](https://img.shields.io/badge/feedparser-Atom%20%2F%20RSS-3776AB?logo=python&logoColor=white)](https://feedparser.readthedocs.io/) [![PyYAML](https://img.shields.io/badge/PyYAML-sources-3776AB?logo=python&logoColor=white)](https://pyyaml.org/) | Configured primary-source feed definitions and parsing |
 | **Live Store** | [![PostgreSQL](https://img.shields.io/badge/PostgreSQL-17-336791?logo=postgresql&logoColor=white)](https://www.postgresql.org/) [![pgvector](https://img.shields.io/badge/pgvector-0.5.0-336791?logo=postgresql&logoColor=white)](https://github.com/pgvector/pgvector) | Durable raw items, insights, and vector retrieval |
-| **Model Boundary** | [![OpenAI](https://img.shields.io/badge/OpenAI-SDK-412991?logo=openai&logoColor=white)](https://platform.openai.com/) | Provider isolation, model tiers, and budget control |
-| **Quality** | [![Ruff](https://img.shields.io/badge/Ruff-0.15.21-D7FF64?logo=ruff&logoColor=111827)](https://docs.astral.sh/ruff/) [![pytest](https://img.shields.io/badge/pytest-9.1-0A9EDC?logo=pytest&logoColor=white)](https://docs.pytest.org/) [![Codecov](https://img.shields.io/badge/Codecov-pytest-f01f7a?logo=codecov&logoColor=white)](https://codecov.io/) | Lint, types, tests, coverage evidence, and CI enforcement |
-| **Frontend** | [![Next.js](https://img.shields.io/badge/Next.js-16.2.10-000000?logo=nextdotjs&logoColor=white)](https://nextjs.org/) [![React](https://img.shields.io/badge/React-19.2.7-61DAFB?logo=react&logoColor=black)](https://react.dev/) [![TypeScript](https://img.shields.io/badge/TypeScript-5.9-3178C6?logo=typescript&logoColor=white)](https://www.typescriptlang.org/) | Operator-facing briefing view |
+| **Model Boundary** | [![GPT-5.6](https://img.shields.io/badge/OpenAI-GPT--5.6_tiers-412991?logo=openai&logoColor=white)](https://developers.openai.com/api/docs/models) | Provider isolation, GPT-5.6 Luna/Terra/Sol tiers, and budget control |
+| **Quality** | [![Codecov](https://img.shields.io/badge/Codecov-pytest-f01f7a?logo=codecov&logoColor=white)](https://codecov.io/) [![pytest](https://img.shields.io/badge/pytest-9.1-0A9EDC?logo=pytest&logoColor=white)](https://docs.pytest.org/) [![Ruff](https://img.shields.io/badge/Ruff-0.15.21-D7FF64?logo=ruff&logoColor=111827)](https://docs.astral.sh/ruff/) | Lint, types, tests, coverage evidence, and CI enforcement |
+| **Frontend** | [![Next.js](https://img.shields.io/badge/Next.js-16.2.10-000000?logo=nextdotjs&logoColor=white)](https://nextjs.org/) [![React](https://img.shields.io/badge/React-19.2.7-61DAFB?logo=react&logoColor=black)](https://react.dev/) [![TypeScript](https://img.shields.io/badge/TypeScript-5.9-3178C6?logo=typescript&logoColor=white)](https://www.typescriptlang.org/) [![Node.js](https://img.shields.io/badge/Node.js-24-339933?logo=nodedotjs&logoColor=white)](https://nodejs.org/) | Operator-facing briefing view |
 | **Hosting** | [![Railway](https://img.shields.io/badge/Backend-Railway-0B0D0E?logo=railway&logoColor=white)](https://railway.app/) [![Vercel](https://img.shields.io/badge/Frontend-Vercel-000000?logo=vercel&logoColor=white)](https://vercel.com/) | Railway API/database; Vercel Next.js frontend |
 | **Observability** | [![structlog](https://img.shields.io/badge/structlog-JSON-4A90E2)](https://www.structlog.org/) | Structured logs and explicit request/stage boundaries |
 
@@ -267,39 +308,23 @@ that frozen lockfile. JavaScript dependencies are locked in
 
 ---
 
-## Live & Interactive Demo
+## Deployment status
 
-The Railway API and Vercel frontend are live. The Vercel project deploys from
-`frontend/` using its checked-in build configuration. On 2026-07-16, hosted
-`v0.6.1` verified the briefing-state and canonical-banner release after Railway
-PostgreSQL reached the review-gate migration. The API-docs banner frame follows
-the same system light/dark preference as the canonical banner.
+Both tiers are live and were verified on 2026-07-16 — the live links live up top
+in [Try DRIFT in 60 Seconds](#try-drift-in-60-seconds):
 
-| | |
+| Surface | Status |
 | --- | --- |
-| **Current hosted API** | `v0.7.0` `live` — `/health`, `/briefing` (four reviewed Insights with review notes redacted), `/docs`, and Vercel-origin CORS verified on 2026-07-16; deployed Vercel requests `top_n=10` |
-| **Hosted frontend source** | Vercel HTML references the canonical API-served light/dark banner pair; the browser post-fetch empty-state rendering is not separately recorded |
-| **API docs branding** | The Swagger banner frame and canonical banner pair follow the same system light/dark preference |
-| **Historical evidence** | `v0.5.1` `live` — one unreviewed vLLM Insight served through `/briefing` on 2026-07-15; retained as pre-gate evidence only |
-| **Database schema** | Railway PostgreSQL verified at `0003_claim_evidence_review_gate` through its public TCP proxy on 2026-07-16 |
-| **Frontend** | [https://dr1ftless.vercel.app](https://dr1ftless.vercel.app) |
-| **API** | [https://drift-api-prod.up.railway.app](https://drift-api-prod.up.railway.app) |
-| **Swagger** | [`/docs`](https://drift-api-prod.up.railway.app/docs) |
-| **OpenAPI** | [`/openapi.json`](https://drift-api-prod.up.railway.app/openapi.json) |
-| **Briefing** | [`/briefing`](https://drift-api-prod.up.railway.app/briefing) |
-| **Demo Video** | [`https://youtu.be/TBD`](https://youtu.be/TBD) *(≤ 3 min, record before submission)* |
-| **Public demo** | Vercel frontend and Railway API are live; Vercel-to-Railway CORS was reverified on 2026-07-16 |
-
-One unreviewed real-model vLLM capture is saved as historical hosted evidence.
-The fixture path remains the reproducible no-key demo. The review-gated code
-is deployed with its Railway schema migration. On 2026-07-16 an eight-source
-capture produced six verifier-passed drafts; four were published after human
-review, so hosted `/briefing`, `/search`, and `/chat` now serve those four
-reviewed Insights (verified provider-backed). This is a small, bounded reviewed
-set, not broad live-release analysis.
-
-The Swagger contract groups the backend into **System**, **Briefing**,
-**Search**, and **Chat** sections so reviewers can navigate the API by job.
+| **Current source release** | `v0.8.0` — grounded Ask DRIFT UI and verifiable synthetic fixture evidence; source tag published, hosted deployment verification pending |
+| **Hosted API** | `v0.7.0` `live` — `/health`, `/briefing` (four reviewed Insights, review notes redacted), `/docs`, `/openapi.json`, and Vercel-origin CORS verified; the deployed Vercel bundle requests `top_n=10` |
+| **Grounded retrieval** | `/briefing`, `/search`, and `/chat` verified provider-backed from an eight-source capture — six verifier-passed drafts, four published after human review |
+| **Database schema** | Railway PostgreSQL at `0003_claim_evidence_review_gate`, verified through its public TCP proxy |
+| **Branding** | Swagger banner frame and canonical API-served banner pair follow the same system light/dark preference |
+| **Historical** | `v0.5.1` served one unreviewed vLLM Insight through `/briefing` on 2026-07-15 — retained as pre-gate evidence only |
+
+This is a small, bounded reviewed set, not broad live-release analysis. The
+Swagger contract groups the backend into **System**, **Briefing**, **Search**,
+and **Chat** sections so reviewers can navigate the API by job.
 
 ---
 
@@ -326,7 +351,7 @@ available as visual evidence:
 
 | API documentation | Architecture (light / dark) |
 | --- | --- |
-| [![DRIFT branded Swagger API documentation](assets/screenshots/02-api-docs.png)](assets/screenshots/02-api-docs.png) | [![DRIFT architecture light](assets/architecture/architecture-diagram-light.png)](assets/architecture/architecture-diagram-light.svg)<br/>[![DRIFT architecture dark](assets/architecture/architecture-diagram-dark.png)](assets/architecture/architecture-diagram-dark.svg) |
+| [![DRIFT branded Swagger API documentation](assets/screenshots/02-api-docs.png)](assets/screenshots/02-api-docs.png) | [![DRIFT architecture light](assets/architecture/arch-pipeline-light.png)](assets/architecture/arch-pipeline-light.svg)<br/>[![DRIFT architecture dark](assets/architecture/arch-pipeline-dark.png)](assets/architecture/arch-pipeline-dark.svg) |
 
 The scrubbed hosted capture evidence is stored separately in
 [`assets/evidence/`](assets/evidence/), including the verified unreviewed vLLM
@@ -418,7 +443,8 @@ Invoke-RestMethod http://127.0.0.1:8000/chat `
 ```
 
 Run the frontend in another terminal (same command on every platform). This is
-also where the in-app **Ask DRIFT** box calls `/search` and `/chat`:
+also where the in-app **Ask DRIFT** box calls `/chat` for a grounded, cited
+answer:
 
 ```bash
 npm --prefix frontend ci
@@ -471,12 +497,16 @@ not a scheduled feed service and does not publish or verify the hosted deploymen
 
 The fixture path uses [`backend/fixtures/insights.json`](backend/fixtures/insights.json).
 These records are committed examples for deterministic development and judging;
-they are not current release analysis. Each record preserves the contract that
-the live path must also satisfy:
+they are not current release analysis. Each record carries typed `claims` with
+frozen example excerpts, offsets, and source hashes, so the **Inspect claim
+evidence** panel renders in no-key fixture mode exactly as it does for a reviewed
+live capture. Each record preserves the contract that the live path must also
+satisfy:
 
 | Field | Purpose |
 | --- | --- |
 | `citations` | Source URLs supporting the insight |
+| `claims` | Typed `direct_fact` / `inference` / `recommended_check` statements, each with a frozen example evidence span |
 | `confidence` | Visible certainty in `[0, 1]` |
 | `model_used` | Fixture audit label or exact live model identifier |
 | `what_to_check` | Bounded engineering action |
@@ -489,38 +519,42 @@ the live path must also satisfy:
 ```text
 drift/
 ├── backend/
-│   ├── agents/          # Base, Scout, Synthesizer, Insight, and Briefing stages
-│   ├── core/            # Settings, model router, fixture store, and SpendGuard
-│   ├── fixtures/        # Deterministic citation-backed example insights
-│   ├── models/           # Pydantic domain and API contracts
-│   ├── main.py           # FastAPI app: health, briefing, search, chat
-│   ├── pipeline.py        # Bounded one-shot live capture CLI
-│   ├── review.py          # Explicit human publication gate
-│   ├── sources.yaml      # Primary release-feed configuration
-├── frontend/             # Next.js + React + TypeScript briefing view
-│   ├── .nvmrc            # Node.js 24.x local/runtime selection
-│   └── vercel.json       # Vercel build settings and Railway API URL
+│   ├── agents/               # base, scout, synthesizer, insight, briefing stages
+│   ├── core/                 # config, model_router, store, live_store, budget, resilience
+│   ├── models/schema.py      # Pydantic domain, claim-evidence, and API contracts
+│   ├── fixtures/insights.json # deterministic example insights with claim evidence
+│   ├── main.py               # FastAPI app: health, briefing, search, chat, /brand
+│   ├── pipeline.py           # bounded one-shot live capture CLI (draft-only)
+│   ├── review.py             # explicit human publication gate
+│   ├── evidence_archive.py   # reviewed-evidence archive + SHA-256 manifest writer
+│   └── sources.yaml          # primary release-feed configuration
+├── frontend/                 # Next.js + React + TypeScript briefing view
+│   ├── app/                  # page.tsx, layout.tsx, AskDrift.tsx (grounded chat box)
+│   ├── .nvmrc                # Node.js 24.x local/runtime selection
+│   └── vercel.json           # Vercel build settings and Railway API URL
 ├── assets/
-│   ├── architecture/     # Mermaid source plus themed SVG/PNG renders
-│   └── brand/            # Repository-native DRIFT hero banners
+│   ├── architecture/         # arch-* presentation (build_arch.py) + arch-pipeline-* Mermaid
+│   ├── brand/                # DRIFT brand banners (build_banner.py); API-served
+│   ├── evidence/             # scrubbed hosted-capture records + SHA-256 manifests
+│   └── screenshots/          # live-state UI captures used in the README
 ├── tests/
-│   ├── unit/              # Agent, budget, and configuration tests
-│   └── integration/       # API and lifespan tests
+│   ├── unit/                 # agent, budget, resilience, and configuration tests
+│   └── integration/          # API, lifespan, and evidence-boundary tests
 ├── docs/
-│   ├── ARCHITECTURE.md    # Runtime and deployment deep dive
-│   ├── INITIATIVES.md      # Codex project initiative/session records
-│   ├── BUILD_SEQUENCE.md  # Implementation sequence and GitHub/Codecov setup
-│   ├── RUNBOOK.md         # Fixture/live demo procedure
-│   └── adr/               # Architecture Decision Records 001–010
-├── notebooks/             # Local bounded capture/review workflow
-├── submission/            # Developer Tools handoff, checklist, and demo script
-├── Dockerfile             # Railway image built from frozen uv.lock
-├── docker-compose.yml     # Local API + PostgreSQL + frontend wiring
-├── migrations/             # Alembic schema and provenance revisions
-├── railway.json           # Railway build and health-check configuration
-├── pyproject.toml         # Python project, Ruff, mypy, pytest, coverage
-├── uv.lock                # Reproducible Python dependency resolution
-└── .github/workflows/     # CI quality gate and tagged release workflow
+│   ├── ARCHITECTURE.md       # runtime and deployment deep dive
+│   ├── INITIATIVES.md        # Codex project initiative/session records
+│   ├── BUILD_SEQUENCE.md     # implementation sequence and GitHub/Codecov setup
+│   ├── RUNBOOK.md · CODEX_PROMPTS.md  # demo procedure and prompt records
+│   └── adr/                  # Architecture Decision Records 001–010
+├── notebooks/                # local bounded capture/review workflow + results record
+├── scripts/                  # check_openai_spend.py (read-only spend reconciliation)
+├── migrations/               # Alembic env + versions (schema and provenance revisions)
+├── submission/               # Developer Tools handoff, checklist, Devpost, demo script
+├── Dockerfile · docker-compose.yml   # Railway image + local API/PostgreSQL/frontend
+├── alembic.ini · Makefile · railway.json · codecov.yml  # tooling and deploy config
+├── pyproject.toml · uv.lock  # Python project + reproducible dependency lock
+├── .gitattributes            # pins evidence JSON to LF for byte-exact manifests
+└── .github/workflows/        # CI quality gate and tagged release workflow
 ```
 
 ---
@@ -531,7 +565,7 @@ drift/
 push → Ruff → mypy → pytest (100% coverage gate) → Codecov → frontend build → docs hygiene
 ```
 
-The current local result is **148 tests passed and 100.00% backend coverage**.
+The current local result is **150 tests passed and 100.00% backend coverage**.
 The
 enforceable floor is **100% for implemented code**, including branch-critical
 error paths. Explicit, documented live-pipeline boundaries remain visible while
@@ -562,12 +596,16 @@ before any production-readiness claim.
 
 ## GitHub + Codecov Operations
 
-GitHub `main`, the Railway API, and the Vercel frontend are published.
-The remaining hosted verification operations are documented in
-[docs/BUILD_SEQUENCE.md](docs/BUILD_SEQUENCE.md#github-and-codecov-setup):
+GitHub `main`, the Railway API, and the Vercel frontend are published. The two
+repository-operations steps documented in
+[docs/BUILD_SEQUENCE.md](docs/BUILD_SEQUENCE.md#github-and-codecov-setup) are now
+complete:
 
-1. confirm the `pytest` upload in Codecov; and
-2. enable branch protection requiring the CI quality gate.
+1. the `pytest` upload is confirmed on Codecov — the repository and `flag=pytest`
+   coverage badges both resolve to 100%; and
+2. `main` branch protection is enabled, requiring the five CI quality-gate checks
+   (Ruff lint, Mypy type check, Tests and coverage, Frontend build, Documentation
+   hygiene) to pass, with strict up-to-date merges.
 
 The earlier populated `v0.5.1` `/briefing` response was verified on 2026-07-15.
 On 2026-07-16, hosted `v0.6.1` health, `/briefing` (four reviewed Insights),
diff --git a/SECURITY.md b/SECURITY.md
index fe47385..fcc4167 100644
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -7,7 +7,8 @@ development baseline while the live pipeline is being implemented.
 
 | Version | Supported |
 | --- | --- |
-| `0.7.0` | ✅ Current source and hosted application; public review notes are redacted and the frontend requests up to ten briefing records |
+| `0.8.0` | ✅ Current source release; grounded frontend chat and verifiable synthetic fixture evidence, awaiting hosted deployment verification |
+| `0.7.0` | Current verified hosted application; public review notes are redacted and the frontend requests up to ten briefing records |
 | `0.6.1` | Previously verified hosted application |
 | `0.5.1` | Historical hosted baseline |
 
@@ -16,7 +17,9 @@ are explicitly operator-enabled and review-gated; the hosted gate returned no
 live evidence until the first human-reviewed capture. As of 2026-07-16 it serves
 four human-reviewed Insights from an eight-source capture (six verifier-passed
 drafts). Version `0.7.0` keeps human review notes database-only; its deployed
-`/briefing` and `/openapi.json` boundaries were verified to omit them.
+`/briefing` and `/openapi.json` boundaries were verified to omit them. Version
+`0.8.0` keeps fixture evidence explicitly synthetic and locally verifiable; it
+does not add an unverified hosted claim.
 
 ## Reporting a vulnerability
 
diff --git a/assets/architecture/README.md b/assets/architecture/README.md
index 9610af9..3bbbba3 100644
--- a/assets/architecture/README.md
+++ b/assets/architecture/README.md
@@ -5,25 +5,58 @@ architecture deep dive, slides, and the three-minute demo video.
 
 ## Files
 
+### Detailed pipeline diagram (Mermaid — system of record)
+
+| File | Purpose |
+| --- | --- |
+| `arch-pipeline.mmd` | Canonical Mermaid source; edit this first |
+| `arch-pipeline-light.svg` | Scalable light-theme render for README/docs |
+| `arch-pipeline-dark.svg` | Scalable dark-theme render for README/docs |
+| `arch-pipeline-light.png` | Light-theme raster for slides/video |
+| `arch-pipeline-dark.png` | Dark-theme raster for slides/video |
+| `arch-pipeline-*.config.json` | Mermaid theme and typography configuration |
+
+The Mermaid source is the authority for the pipeline. Do not hand-edit an SVG
+or PNG to change the architecture; update the MMD and regenerate all four
+renders together.
+
+### Presentation diagram (hand-authored — first-look visual)
+
 | File | Purpose |
 | --- | --- |
-| `architecture-diagram.mmd` | Canonical Mermaid source; edit this first |
-| `architecture-diagram-light.svg` | Scalable light-theme render for README/docs |
-| `architecture-diagram-dark.svg` | Scalable dark-theme render for README/docs |
-| `architecture-diagram-light.png` | Light-theme raster for slides/video |
-| `architecture-diagram-dark.png` | Dark-theme raster for slides/video |
-| `architecture-diagram-*.config.json` | Mermaid theme and typography configuration |
+| `build_arch.py` | Source of truth for the presentation diagram; emits both SVGs |
+| `build_arch_raster.mjs` | Rasterizes the presentation SVGs to high-DPI PNG via `sharp` |
+| `arch-light.svg` | Light-theme presentation diagram for README top / slides / video |
+| `arch-dark.svg` | Dark-theme presentation diagram for README top / slides / video |
+| `arch-light.png` | Light-theme presentation raster |
+| `arch-dark.png` | Dark-theme presentation raster |
 
-The Mermaid source is the authority. Do not hand-edit an SVG or PNG to change
-the architecture; update the MMD and regenerate all four renders together.
+The presentation diagram (`arch-*`) dramatizes the same six typed stages as a
+first-look **trust boundary** story: untrusted feeds → quarantined machine
+drafts → the human review gate → trusted, published briefing. It is a companion,
+not a replacement: edit `build_arch.py` (never the SVG/PNG) and regenerate both
+themes together. It shares its visual language — trust-zone colours, node
+styling, and the gold review gate — with the `assets/brand/` banner.
+
+The presentation diagram keeps the "engineer also reviews" back-edge; the
+Mermaid diagram deliberately omits it. That single edge (`Engineer → review
+gate`) closes a cycle through `gate → store → Briefing → API → Engineer`, which
+breaks Mermaid's left-to-right ranking and scrambles the zone order. The
+hand-laid presentation diagram can show it safely; the auto-laid Mermaid stays
+acyclic so the three trust zones read cleanly left to right.
 
 ## Diagram design rules
 
 - Keep the primary system pipeline horizontal and shallow: Engineer → API →
   fixture/live path → Scout → Synthesizer → claim extraction → verifier →
   review gate → Briefing.
-- Use subgraphs for live-only behavior so the fixture path remains visually
-  obvious.
+- Group the live stages into the three trust-zone subgraphs — untrusted input,
+  quarantine, trusted/published — so the human review gate reads as the only
+  bridge and the fixture path stays visually obvious.
+- Keep the Mermaid graph acyclic: no edge may point back into an earlier stage
+  (e.g. `Engineer → review gate`), because a cycle breaks left-to-right ranking
+  and scrambles the zones. Show loop-closing edges only in the hand-laid
+  presentation diagram.
 - Keep model and persistence dependencies as dashed side paths rather than
   creating a second competing pipeline.
 - Use `<br/>` labels for readable node wrapping; avoid paragraphs inside nodes.
@@ -37,10 +70,19 @@ the architecture; update the MMD and regenerate all four renders together.
 From this directory, use the free and open-source Mermaid CLI:
 
 ```powershell
-npx --yes -p @mermaid-js/mermaid-cli mmdc -i architecture-diagram.mmd -o architecture-diagram-dark.svg -b "#0b1020" -c architecture-diagram-dark.config.json --scale 3
-npx --yes -p @mermaid-js/mermaid-cli mmdc -i architecture-diagram.mmd -o architecture-diagram-light.svg -b "#f5f7fb" -c architecture-diagram-light.config.json --scale 3
-npx --yes -p @mermaid-js/mermaid-cli mmdc -i architecture-diagram.mmd -o architecture-diagram-dark.png -b "#0b1020" -c architecture-diagram-dark.config.json --scale 3
-npx --yes -p @mermaid-js/mermaid-cli mmdc -i architecture-diagram.mmd -o architecture-diagram-light.png -b "#f5f7fb" -c architecture-diagram-light.config.json --scale 3
+npx --yes -p @mermaid-js/mermaid-cli mmdc -i arch-pipeline.mmd -o arch-pipeline-dark.svg -b "#0b1020" -c arch-pipeline-dark.config.json --scale 3
+npx --yes -p @mermaid-js/mermaid-cli mmdc -i arch-pipeline.mmd -o arch-pipeline-light.svg -b "#f5f7fb" -c arch-pipeline-light.config.json --scale 3
+npx --yes -p @mermaid-js/mermaid-cli mmdc -i arch-pipeline.mmd -o arch-pipeline-dark.png -b "#0b1020" -c arch-pipeline-dark.config.json --scale 3
+npx --yes -p @mermaid-js/mermaid-cli mmdc -i arch-pipeline.mmd -o arch-pipeline-light.png -b "#f5f7fb" -c arch-pipeline-light.config.json --scale 3
+```
+
+Then regenerate the presentation diagram (both themes, then the PNG rasters). The rasterizer
+reuses the `sharp` install under `frontend/`, so run `npm --prefix ../../frontend ci`
+first if `node_modules` is absent:
+
+```powershell
+python build_arch.py
+node build_arch_raster.mjs
 ```
 
 No paid design, image-generation, or hosting service is required. The SVGs
@@ -48,7 +90,7 @@ scale without pixelation; the PNGs are convenience exports for decks and video.
 
 ## Where the assets are used
 
-- [Project README](../../README.md) — hero architecture visual and clickable
+- [Project README](../../README.md) — presentation architecture visual and clickable
   light/dark renders;
 - [Architecture deep dive](../../docs/ARCHITECTURE.md) — visual-first system
   contract;
diff --git a/assets/architecture/arch-dark.png b/assets/architecture/arch-dark.png
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diff --git a/assets/architecture/architecture-diagram-dark.config.json b/assets/architecture/arch-pipeline-dark.config.json
similarity index 100%
rename from assets/architecture/architecture-diagram-dark.config.json
rename to assets/architecture/arch-pipeline-dark.config.json
diff --git a/assets/architecture/arch-pipeline-dark.png b/assets/architecture/arch-pipeline-dark.png
new file mode 100644
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diff --git a/assets/architecture/architecture-diagram-light.config.json b/assets/architecture/arch-pipeline-light.config.json
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diff --git a/assets/architecture/arch-pipeline.mmd b/assets/architecture/arch-pipeline.mmd
new file mode 100644
index 0000000..c8183b1
--- /dev/null
+++ b/assets/architecture/arch-pipeline.mmd
@@ -0,0 +1,54 @@
+flowchart LR
+    classDef source fill:#0f766e,stroke:#14b8a6,color:#ffffff
+    classDef agent fill:#312e81,stroke:#818cf8,color:#ffffff
+    classDef data fill:#164e63,stroke:#22d3ee,color:#ffffff
+    classDef model fill:#7c2d12,stroke:#fb923c,color:#ffffff
+    classDef api fill:#166534,stroke:#4ade80,color:#ffffff
+    classDef user fill:#7e22ce,stroke:#c084fc,color:#ffffff
+    classDef note fill:#475569,stroke:#94a3b8,color:#ffffff
+    classDef gate fill:#0f3f2f,stroke:#fbbf24,color:#fef9c3,stroke-width:3px
+
+    U(["Engineer"]):::user
+    FIX["Fixture mode<br/>no-key · deterministic"]:::note
+
+    subgraph UNTRUSTED["🔴 UNTRUSTED INPUT — primary release feeds"]
+        direction TB
+        FEEDS["GitHub Atom<br/>release feeds"]:::source
+        SCOUT["① Scout<br/>normalize + dedupe"]:::agent
+        RAW[("raw_items<br/>Postgres")]:::data
+        SYNTH["② Synthesizer<br/>embed · cluster · classify"]:::agent
+        EMB["text-embedding-3-small"]:::model
+        FEEDS --> SCOUT --> RAW --> SYNTH
+        SYNTH -.->|embed| EMB
+    end
+
+    subgraph QUARANTINE["🟠 QUARANTINE — machine drafts, nobody trusts yet"]
+        direction TB
+        INSIGHT["③ Claim extractor<br/>facts · inferences · checks"]:::agent
+        VERIFY["④ Separate verifier<br/>reject unsupported claims"]:::agent
+        DRAFT[("draft insights + frozen spans<br/>offsets · SHA-256 · pgvector")]:::data
+        LLM["GPT-5.6 tiers<br/>Luna · Terra · Sol"]:::model
+        INSIGHT --> VERIFY --> DRAFT
+        INSIGHT -.-> LLM
+        VERIFY -.-> LLM
+    end
+
+    GATE{{"⑤ HUMAN REVIEW GATE<br/>notes required · verifier-passed only"}}:::gate
+
+    subgraph TRUSTED["🟢 TRUSTED — reviewed, published"]
+        direction TB
+        DB[("reviewed insights + vectors<br/>Postgres / pgvector")]:::data
+        BRIEF["⑥ Briefing<br/>rank + retrieve"]:::agent
+        API["FastAPI<br/>briefing · search · chat"]:::api
+        DB --> BRIEF --> API
+    end
+
+    SYNTH ==>|substantive changes| INSIGHT
+    DRAFT ==>|submit| GATE
+    GATE ==>|published| DB
+    API ==>|cited answer| U
+    FIX -.->|no-key lane| API
+
+    style UNTRUSTED fill:transparent,stroke:#f43f5e,stroke-width:2px,stroke-dasharray:6 4
+    style QUARANTINE fill:transparent,stroke:#f59e0b,stroke-width:2px,stroke-dasharray:6 4
+    style TRUSTED fill:transparent,stroke:#10b981,stroke-width:2px,stroke-dasharray:6 4
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M-23.773437500000007 -19.5 C-23.773437500000004 -19.5, -23.773437500000004 -19.5, -23.7734375 -19.5 M-23.773437500000007 -19.5 C-23.773437500000004 -19.5, -23.773437500000004 -19.5, -23.7734375 -19.5" stroke="#c084fc" stroke-width="1.3" fill="none" stroke-dasharray="0 0" style="fill:#7e22ce !important;stroke:#c084fc !important"/></g><g class="label" style="color:#ffffff !important" transform="translate(-30.8984375, -12)"><rect/><foreignObject width="61.796875" height="24"><div style="color: rgb(255, 255, 255) !important; display: table-cell; white-space: nowrap; line-height: 1.5; max-width: 200px; text-align: center;" xmlns="http://www.w3.org/1999/xhtml"><span style="color:#ffffff !important" class="nodeLabel"><p>Engineer</p></span></div></foreignObject></g></g><g class="node default api" id="my-svg-flowchart-API-1" data-look="classic" transform="translate(251.70652770996094, 67)"><rect class="basic label-container" style="fill:#166534 !important;stroke:#4ade80 !important" x="-107.1796875" y="-39" width="214.359375" height="78"/><g class="label" style="color:#ffffff !important" transform="translate(-77.1796875, -24)"><rect/><foreignObject width="154.359375" height="48"><div style="color: rgb(255, 255, 255) !important; display: table-cell; white-space: nowrap; line-height: 1.5; max-width: 200px; text-align: center;" xmlns="http://www.w3.org/1999/xhtml"><span style="color:#ffffff !important" class="nodeLabel"><p>FastAPI<br />briefing · search · chat</p></span></div></foreignObject></g></g><g class="node default note" id="my-svg-flowchart-FIX-2" data-look="classic" transform="translate(1767.854965209961, 47)"><rect class="basic label-container" style="fill:#475569 !important;stroke:#94a3b8 !important" x="-76.3828125" y="-39" width="152.765625" height="78"/><g class="label" style="color:#ffffff !important" transform="translate(-46.3828125, -24)"><rect/><foreignObject width="92.765625" height="48"><div style="color: rgb(255, 255, 255) !important; display: table-cell; white-space: nowrap; line-height: 1.5; max-width: 200px; text-align: center;" xmlns="http://www.w3.org/1999/xhtml"><span style="color:#ffffff !important" class="nodeLabel"><p>Fixture mode<br />insights.json</p></span></div></foreignObject></g></g></g></g></g><defs><filter id="my-svg-drop-shadow" height="130%" width="130%"><feDropShadow dx="4" dy="4" stdDeviation="0" flood-opacity="0.06" flood-color="#000000"/></filter></defs><defs><filter id="my-svg-drop-shadow-small" height="150%" width="150%"><feDropShadow dx="2" dy="2" stdDeviation="0" flood-opacity="0.06" flood-color="#000000"/></filter></defs><linearGradient id="my-svg-gradient" gradientUnits="objectBoundingBox" x1="0%" y1="0%" x2="100%" y2="0%"><stop offset="0%" stop-color="#cbd5e1" stop-opacity="1"/><stop offset="100%" stop-color="hsl(-120, 0%, 90%)" stop-opacity="1"/></linearGradient></svg>
\ No newline at end of file
diff --git a/assets/architecture/architecture-diagram.mmd b/assets/architecture/architecture-diagram.mmd
deleted file mode 100644
index 43f5392..0000000
--- a/assets/architecture/architecture-diagram.mmd
+++ /dev/null
@@ -1,41 +0,0 @@
-flowchart LR
-    classDef source fill:#0f766e,stroke:#14b8a6,color:#ffffff
-    classDef agent fill:#312e81,stroke:#818cf8,color:#ffffff
-    classDef data fill:#164e63,stroke:#22d3ee,color:#ffffff
-    classDef model fill:#7c2d12,stroke:#fb923c,color:#ffffff
-    classDef api fill:#166534,stroke:#4ade80,color:#ffffff
-    classDef user fill:#7e22ce,stroke:#c084fc,color:#ffffff
-    classDef note fill:#475569,stroke:#94a3b8,color:#ffffff
-
-    U(["Engineer"]):::user
-    API["FastAPI<br/>briefing · search · chat"]:::api
-    FIX["Fixture mode<br/>insights.json"]:::note
-
-    subgraph live["Live release-intelligence pipeline"]
-        direction LR
-        FEEDS["GitHub Atom<br/>release feeds"]:::source
-        SCOUT["① Scout<br/>normalize + dedupe"]:::agent
-        RAW[("raw_items<br/>Postgres")]:::data
-        SYNTH["② Synthesizer<br/>embed + cluster + classify"]:::agent
-        EMB["text-embedding-3-small"]:::model
-        INSIGHT["③ Claim extractor<br/>facts · inferences · checks"]:::agent
-        VERIFY["④ Separate verifier<br/>reject unsupported claims"]:::agent
-        LLM["GPT-5.6 tiers<br/>Luna · Terra · Sol"]:::model
-        DRAFT[("draft insights + frozen spans<br/>Postgres / pgvector")]:::data
-        REVIEW["⑤ Human review gate<br/>notes required"]:::agent
-        DB[("reviewed insights + vectors<br/>Postgres / pgvector")]:::data
-        BRIEF["⑥ Briefing<br/>rank + retrieve"]:::agent
-
-        FEEDS --> SCOUT --> RAW --> SYNTH --> INSIGHT --> VERIFY --> DRAFT --> REVIEW --> DB --> BRIEF
-        SYNTH -.-> EMB
-        INSIGHT -.-> LLM
-        VERIFY -.-> LLM
-    end
-
-    U --> API
-    U --> REVIEW
-    API --> FIX
-    API --> BRIEF
-    FIX -.-> API
-
-    style live fill:transparent,stroke:#38bdf8,stroke-width:2px,stroke-dasharray:6 3
diff --git a/assets/architecture/build_arch.py b/assets/architecture/build_arch.py
new file mode 100644
index 0000000..3d64301
--- /dev/null
+++ b/assets/architecture/build_arch.py
@@ -0,0 +1,598 @@
+#!/usr/bin/env python3
+"""Generate the DRIFT presentation architecture diagram (dark + light SVG).
+
+This is a hand-authored, presentation-grade companion to the canonical
+Mermaid source (`arch-pipeline.mmd`). The Mermaid file remains the maintainable
+system-of-record; this presentation diagram (`arch-*.svg`) dramatizes the same
+first-look "trust boundary" story for slides, the demo video, and the README
+top.
+
+One source of truth, two themes. Run:
+
+    python build_arch.py            # writes both SVGs
+    # then rasterize to PNG (needs frontend/ deps):
+    node build_arch_raster.mjs
+
+Nothing is hand-edited in the SVG output; change this file and regenerate.
+"""
+
+from __future__ import annotations
+
+import html
+from dataclasses import dataclass
+
+W, H = 1712, 940
+
+
+# --------------------------------------------------------------------------- #
+# Theme
+# --------------------------------------------------------------------------- #
+@dataclass(frozen=True)
+class Theme:
+    name: str
+    bg0: str
+    bg1: str
+    grid: str
+    panel_stroke: str
+    ink: str          # primary text on background
+    ink_soft: str     # secondary text on background
+    line: str         # pipeline connector
+    dep: str          # dashed dependency connector
+    # per-kind node styling: (fill, stroke, text)
+    kinds: dict
+    zone_untrusted: str
+    zone_quarantine: str
+    zone_trusted: str
+    gate_fill0: str
+    gate_fill1: str
+    gate_stroke: str
+    gate_ink: str
+    boundary: str
+    # DRIFT signature gradient (teal → indigo), theme-adapted. Kept identical
+    # to assets/brand/build_banner.py so brand and diagram read as one system.
+    brand0: str = "#2dd4bf"
+    brand1: str = "#818cf8"
+
+
+DARK = Theme(
+    name="dark",
+    bg0="#0b1020",
+    bg1="#060912",
+    grid="#1b2438",
+    panel_stroke="#233047",
+    ink="#f8fafc",
+    ink_soft="#94a3b8",
+    line="#7c8aa5",
+    dep="#5b6b86",
+    kinds={
+        "source": ("#0f766e", "#2dd4bf", "#ecfeff"),
+        "agent":  ("#312e81", "#a5b4fc", "#eef2ff"),
+        "data":   ("#164e63", "#38d9f0", "#ecfeff"),
+        "model":  ("#7c2d12", "#fb923c", "#fff7ed"),
+        "api":    ("#166534", "#4ade80", "#f0fdf4"),
+        "user":   ("#6b21a8", "#d8b4fe", "#faf5ff"),
+        "note":   ("#33415560", "#7c8aa5", "#cbd5e1"),
+    },
+    zone_untrusted="#f43f5e",
+    zone_quarantine="#f59e0b",
+    zone_trusted="#10b981",
+    gate_fill0="#0f3f2f",
+    gate_fill1="#12261f",
+    gate_stroke="#fbbf24",
+    gate_ink="#fef9c3",
+    boundary="#fbbf24",
+)
+
+LIGHT = Theme(
+    name="light",
+    bg0="#f6f8fc",
+    bg1="#e9eef7",
+    grid="#dbe3ef",
+    panel_stroke="#cbd5e1",
+    ink="#0f172a",
+    ink_soft="#64748b",
+    line="#7688a1",
+    dep="#94a3b8",
+    kinds={
+        "source": ("#d5f5f0", "#0d9488", "#0f3d38"),
+        "agent":  ("#e5e7ff", "#4f46e5", "#1e1b4b"),
+        "data":   ("#d4f2fb", "#0891b2", "#0c3a47"),
+        "model":  ("#ffe9d6", "#ea580c", "#7c2d12"),
+        "api":    ("#d8f5e2", "#16a34a", "#14532d"),
+        "user":   ("#efe1fb", "#9333ea", "#4a1478"),
+        "note":   ("#eef2f8", "#94a3b8", "#475569"),
+    },
+    zone_untrusted="#e11d48",
+    zone_quarantine="#d97706",
+    zone_trusted="#059669",
+    gate_fill0="#ecfdf5",
+    gate_fill1="#d1fae5",
+    gate_stroke="#b45309",
+    gate_ink="#7c2d12",
+    boundary="#b45309",
+    brand0="#0d9488",
+    brand1="#4f46e5",
+)
+
+
+def esc(s: str) -> str:
+    return html.escape(s, quote=True)
+
+
+# --------------------------------------------------------------------------- #
+# Primitives
+# --------------------------------------------------------------------------- #
+FONT = "Inter, 'Segoe UI', 'Helvetica Neue', Arial, sans-serif"
+
+
+def text(x, y, s, *, size, fill, weight=400, anchor="start", spacing=None,
+         opacity=1.0):
+    ls = f' letter-spacing="{spacing}"' if spacing is not None else ""
+    op = f' opacity="{opacity}"' if opacity != 1.0 else ""
+    return (
+        f'<text x="{x:.1f}" y="{y:.1f}" font-family="{FONT}" '
+        f'font-size="{size}" font-weight="{weight}" fill="{fill}" '
+        f'text-anchor="{anchor}"{ls}{op}>{esc(s)}</text>'
+    )
+
+
+def rrect(x, y, w, h, r, *, fill, stroke="none", sw=0, opacity=1.0, extra=""):
+    st = f' stroke="{stroke}" stroke-width="{sw}"' if stroke != "none" else ""
+    op = f' opacity="{opacity}"' if opacity != 1.0 else ""
+    return (
+        f'<rect x="{x:.1f}" y="{y:.1f}" width="{w:.1f}" height="{h:.1f}" '
+        f'rx="{r}" ry="{r}" fill="{fill}"{st}{op}{extra}/>'
+    )
+
+
+class Node:
+    def __init__(self, cx, cy, w, h, kind, title, subtitle=None,
+                 badge=None, tag=None, tag_color=None):
+        self.cx, self.cy, self.w, self.h = cx, cy, w, h
+        self.kind = kind
+        self.title = title
+        self.subtitle = subtitle
+        self.badge = badge
+        self.tag = tag
+        self.tag_color = tag_color
+
+    @property
+    def x(self):
+        return self.cx - self.w / 2
+
+    @property
+    def y(self):
+        return self.cy - self.h / 2
+
+    def top(self):
+        return (self.cx, self.y)
+
+    def bottom(self):
+        return (self.cx, self.y + self.h)
+
+    def left(self):
+        return (self.x, self.cy)
+
+    def right(self):
+        return (self.x + self.w, self.cy)
+
+    def render(self, t: Theme):
+        fill, stroke, ink = t.kinds[self.kind]
+        parts = [
+            f'<g filter="url(#soft)">',
+            rrect(self.x, self.y, self.w, self.h, 14, fill=fill,
+                  stroke=stroke, sw=1.6),
+            "</g>",
+        ]
+        # subtle top sheen
+        parts.append(
+            rrect(self.x + 1, self.y + 1, self.w - 2, self.h * 0.5, 13,
+                  fill="url(#sheen)", opacity=0.12)
+        )
+        tx = self.cx
+        if self.subtitle:
+            parts.append(text(tx, self.cy - 4, self.title, size=17.5,
+                              fill=ink, weight=700, anchor="middle"))
+            parts.append(text(tx, self.cy + 16, self.subtitle, size=12.5,
+                              fill=ink, weight=400, anchor="middle",
+                              opacity=0.82))
+        else:
+            parts.append(text(tx, self.cy + 6, self.title, size=17.5,
+                              fill=ink, weight=700, anchor="middle"))
+        # badge (numbered stage)
+        if self.badge is not None:
+            bx, by = self.x + 20, self.y + 20
+            parts.append(
+                f'<circle cx="{bx:.1f}" cy="{by:.1f}" r="13" fill="{stroke}" '
+                f'opacity="0.95"/>'
+            )
+            parts.append(text(bx, by + 5, str(self.badge), size=14,
+                              fill=fill, weight=800, anchor="middle"))
+        # tag pill (e.g. QUARANTINED)
+        if self.tag:
+            tc = self.tag_color or stroke
+            tw = 9 + len(self.tag) * 6.3
+            pillx = self.x + self.w - tw - 12
+            pilly = self.y + self.h - 22
+            parts.append(rrect(pillx, pilly, tw, 17, 8, fill=tc, opacity=0.9))
+            parts.append(text(pillx + tw / 2, pilly + 12.5, self.tag, size=10,
+                              fill="#0b1020" if t.name == "dark" else "#ffffff",
+                              weight=800, anchor="middle", spacing="0.06em"))
+        return "".join(parts)
+
+
+def arrow(p0, p1, *, color, marker, dashed=False, width=2.4, label=None,
+          t: Theme = DARK, label_dy=-8):
+    dash = ' stroke-dasharray="6 5"' if dashed else ""
+    x0, y0 = p0
+    x1, y1 = p1
+    line = (
+        f'<line x1="{x0:.1f}" y1="{y0:.1f}" x2="{x1:.1f}" y2="{y1:.1f}" '
+        f'stroke="{color}" stroke-width="{width}"{dash} '
+        f'stroke-linecap="round" marker-end="url(#{marker})"/>'
+    )
+    out = [line]
+    if label:
+        mx, my = (x0 + x1) / 2, (y0 + y1) / 2 + label_dy
+        lw = 12 + len(label) * 6.0
+        out.append(rrect(mx - lw / 2, my - 13, lw, 18, 9, fill=t.bg0,
+                         opacity=0.92))
+        out.append(text(mx, my, label, size=11.5, fill=t.ink_soft,
+                       weight=600, anchor="middle"))
+    return "".join(out)
+
+
+def elbow(p0, p1, midx, *, color, marker, dashed=False, width=2.4,
+          label=None, t: Theme = DARK):
+    """Orthogonal connector: horizontal to midx, vertical, into p1."""
+    x0, y0 = p0
+    x1, y1 = p1
+    dash = ' stroke-dasharray="6 5"' if dashed else ""
+    path = (
+        f'<path d="M {x0:.1f} {y0:.1f} H {midx:.1f} V {y1:.1f} H {x1:.1f}" '
+        f'fill="none" stroke="{color}" stroke-width="{width}"{dash} '
+        f'stroke-linejoin="round" stroke-linecap="round" '
+        f'marker-end="url(#{marker})"/>'
+    )
+    out = [path]
+    if label:
+        my = (y0 + y1) / 2
+        lw = 12 + len(label) * 6.0
+        out.append(rrect(midx - lw / 2, my - 9, lw, 18, 9, fill=t.bg0,
+                         opacity=0.92))
+        out.append(text(midx, my + 4.5, label, size=11.5, fill=t.ink_soft,
+                       weight=600, anchor="middle"))
+    return "".join(out)
+
+
+def zone_panel(x, y, w, h, *, tint, header, sub, t: Theme):
+    parts = [
+        rrect(x, y, w, h, 20, fill=tint, opacity=0.07),
+        rrect(x, y, w, h, 20, fill="none", stroke=tint, sw=1.4, opacity=0.55,
+              extra=' stroke-dasharray="2 6"'),
+    ]
+    # header chip
+    chip_w = 14 + len(header) * 8.6
+    parts.append(rrect(x + 18, y - 15, chip_w, 30, 15, fill=tint,
+                       opacity=0.92, extra=' filter="url(#soft)"'))
+    parts.append(text(x + 18 + chip_w / 2, y + 5, header, size=13.5,
+                     fill="#0b1020" if t.name == "dark" else "#ffffff",
+                     weight=800, anchor="middle", spacing="0.08em"))
+    # sub caption, bottom-left inside the panel
+    parts.append(text(x + 22, y + h - 20, sub, size=11.5, fill=t.ink_soft,
+                     weight=500, anchor="start", opacity=0.85))
+    return "".join(parts)
+
+
+def person_glyph(cx, cy, color):
+    return (
+        f'<g stroke="{color}" stroke-width="2.4" fill="none" '
+        f'stroke-linecap="round">'
+        f'<circle cx="{cx:.1f}" cy="{cy - 7:.1f}" r="6"/>'
+        f'<path d="M {cx - 10:.1f} {cy + 11:.1f} '
+        f'a 10 9 0 0 1 20 0"/></g>'
+    )
+
+
+def lock_glyph(cx, cy, color, ink):
+    return (
+        f'<g>'
+        f'<rect x="{cx - 11:.1f}" y="{cy - 2:.1f}" width="22" height="17" '
+        f'rx="4" fill="{color}"/>'
+        f'<path d="M {cx - 7:.1f} {cy - 2:.1f} V {cy - 8:.1f} '
+        f'a 7 7 0 0 1 14 0 V {cy - 2:.1f}" fill="none" stroke="{color}" '
+        f'stroke-width="2.6"/>'
+        f'<circle cx="{cx:.1f}" cy="{cy + 6:.1f}" r="2.4" fill="{ink}"/>'
+        f'</g>'
+    )
+
+
+# --------------------------------------------------------------------------- #
+# Compose
+# --------------------------------------------------------------------------- #
+def build(t: Theme) -> str:
+    S = []
+    S.append(
+        f'<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 {W} {H}" '
+        f'width="{W}" height="{H}" font-family="{FONT}">'
+    )
+    # ---- defs ----
+    S.append("<defs>")
+    S.append(
+        f'<radialGradient id="bg" cx="30%" cy="0%" r="120%">'
+        f'<stop offset="0%" stop-color="{t.bg0}"/>'
+        f'<stop offset="100%" stop-color="{t.bg1}"/></radialGradient>'
+    )
+    S.append(
+        '<linearGradient id="sheen" x1="0" y1="0" x2="0" y2="1">'
+        '<stop offset="0%" stop-color="#ffffff" stop-opacity="0.9"/>'
+        '<stop offset="100%" stop-color="#ffffff" stop-opacity="0"/>'
+        '</linearGradient>'
+    )
+    S.append(
+        f'<linearGradient id="gate" x1="0" y1="0" x2="0" y2="1">'
+        f'<stop offset="0%" stop-color="{t.gate_fill0}"/>'
+        f'<stop offset="100%" stop-color="{t.gate_fill1}"/></linearGradient>'
+    )
+    # DRIFT signature gradient (teal → indigo)
+    S.append(
+        f'<linearGradient id="word" x1="0" y1="0" x2="1" y2="0.3">'
+        f'<stop offset="0%" stop-color="{t.brand0}"/>'
+        f'<stop offset="100%" stop-color="{t.brand1}"/></linearGradient>'
+    )
+    S.append(
+        f'<linearGradient id="rule" x1="0" y1="0" x2="1" y2="0">'
+        f'<stop offset="0%" stop-color="{t.brand0}"/>'
+        f'<stop offset="100%" stop-color="{t.brand1}" '
+        f'stop-opacity="0"/></linearGradient>'
+    )
+    # soft drop shadow
+    S.append(
+        '<filter id="soft" x="-20%" y="-20%" width="140%" height="140%">'
+        '<feDropShadow dx="0" dy="3" stdDeviation="5" '
+        'flood-color="#000000" flood-opacity="0.28"/></filter>'
+    )
+    # gate glow
+    S.append(
+        f'<filter id="glow" x="-60%" y="-60%" width="220%" height="220%">'
+        f'<feDropShadow dx="0" dy="0" stdDeviation="10" '
+        f'flood-color="{t.gate_stroke}" flood-opacity="0.55"/></filter>'
+    )
+    for mid, col in (("ah", t.line), ("ahflow", t.zone_trusted),
+                     ("ahdash", t.dep), ("ahgold", t.gate_stroke)):
+        S.append(
+            f'<marker id="{mid}" viewBox="0 0 10 10" refX="8.5" refY="5" '
+            f'markerWidth="7" markerHeight="7" orient="auto-start-reverse">'
+            f'<path d="M0 0 L10 5 L0 10 L3 5 Z" fill="{col}"/></marker>'
+        )
+    S.append("</defs>")
+
+    # ---- background ----
+    S.append(f'<rect width="{W}" height="{H}" fill="url(#bg)"/>')
+    # faint dot grid
+    dots = ['<g opacity="0.5">']
+    for gy in range(150, H - 60, 34):
+        for gx in range(40, W - 20, 34):
+            dots.append(
+                f'<circle cx="{gx}" cy="{gy}" r="1" fill="{t.grid}"/>'
+            )
+    dots.append("</g>")
+    S.append("".join(dots))
+
+    # ---- header ----
+    S.append(text(52, 52, "DRIFT · RELEASE INTELLIGENCE FOR GPU & AI INFRASTRUCTURE",
+                  size=14, fill="url(#word)", weight=800, spacing="0.16em"))
+    S.append(rrect(52, 62, 232, 3, 1.5, fill="url(#rule)"))
+    S.append(text(52, 92, "Release notes are untrusted input —",
+                  size=29, fill=t.ink, weight=800))
+    S.append(text(52, 126, "a human reviewer is the only bridge to what an engineer sees.",
+                  size=29, fill=t.ink_soft, weight=500))
+    # right-side stat pills
+    pills = [("6", "typed stages"), ("2", "model passes"), ("1", "human gate")]
+    px = W - 52
+    for num, lab in reversed(pills):
+        pw = 30 + len(lab) * 7.2
+        px -= pw
+        S.append(rrect(px, 62, pw, 40, 12, fill=t.kinds["agent"][0],
+                       stroke=t.kinds["agent"][1], sw=1.3, opacity=0.95))
+        S.append(text(px + 20, 88, num, size=20, fill=t.kinds["agent"][1],
+                      weight=800, anchor="middle"))
+        S.append(text(px + 36, 79, lab.split()[0], size=11, fill=t.ink,
+                      weight=600))
+        S.append(text(px + 36, 93, lab.split()[1] if len(lab.split()) > 1 else "",
+                      size=11, fill=t.ink_soft, weight=500))
+        px -= 12
+
+    # ---- zone panels ----
+    zy, zh = 176, 604
+    zaw = 408          # untrusted + quarantine width (widened to balance trusted)
+    za_x = 44
+    zb_x = 488
+    gate_x, gate_w = 944, 150
+    zc_x = 1136
+    zc_w = W - zc_x - 44
+
+    S.append(zone_panel(za_x, zy, zaw, zh, tint=t.zone_untrusted,
+                        header="UNTRUSTED  INPUT", sub="primary release feeds",
+                        t=t))
+    S.append(zone_panel(zb_x, zy, zaw, zh, tint=t.zone_quarantine,
+                        header="QUARANTINE  ·  MACHINE",
+                        sub="drafts · nobody trusts yet", t=t))
+    S.append(zone_panel(zc_x, zy, zc_w, zh, tint=t.zone_trusted,
+                        header="TRUSTED  ·  PUBLISHED",
+                        sub="reviewed evidence only", t=t))
+
+    # ---- trust boundary line at gate right edge ----
+    bx = gate_x + gate_w + 20
+    S.append(
+        f'<line x1="{bx}" y1="{zy - 24}" x2="{bx}" y2="{zy + zh + 24}" '
+        f'stroke="{t.boundary}" stroke-width="2" stroke-dasharray="3 7" '
+        f'opacity="0.8"/>'
+    )
+    S.append(
+        f'<g transform="translate({bx - 12},{zy + zh + 4}) rotate(-90)">'
+        + text(0, 0, "TRUST BOUNDARY", size=11, fill=t.boundary, weight=800,
+               spacing="0.22em")
+        + "</g>"
+    )
+
+    # ---- Zone A nodes ----
+    caz = za_x + zaw / 2
+    nA1 = Node(caz, 236, zaw - 56, 66, "source", "GitHub Atom feeds",
+               "PyTorch · vLLM · TensorRT · …")
+    nA2 = Node(caz, 344, zaw - 56, 66, "agent", "Scout",
+               "normalize + dedupe", badge=1)
+    nA3 = Node(caz, 444, zaw - 56, 56, "data", "raw_items · Postgres")
+    nA4 = Node(caz, 552, zaw - 56, 66, "agent", "Synthesizer",
+               "embed · cluster · classify", badge=2)
+    nA5 = Node(caz, 652, zaw - 72, 48, "model", "text-embedding-3-small")
+    for n in (nA1, nA2, nA3, nA4, nA5):
+        S.append(n.render(t))
+
+    # ---- Zone B nodes ----
+    cbz = zb_x + zaw / 2
+    nB1 = Node(cbz, 236, zaw - 56, 66, "agent", "Claim extractor",
+               "facts · inferences · checks", badge=3)
+    nB2 = Node(cbz, 344, zaw - 56, 66, "agent", "Separate verifier",
+               "reject unsupported claims", badge=4)
+    nB3 = Node(cbz, 452, zaw - 56, 74, "data", "draft insights + frozen spans",
+               "offsets · SHA-256 · pgvector", tag="QUARANTINED",
+               tag_color=t.zone_quarantine)
+    for n in (nB1, nB2, nB3):
+        S.append(n.render(t))
+    # model dependency (LLM tiers used by claim extraction + verification)
+    nBm = Node(cbz, 606, zaw - 72, 54, "model", "GPT-5.6 tiers",
+               "Luna · Terra · Sol")
+    S.append(nBm.render(t))
+
+    # ---- Gate (focal element) ----
+    gcx = gate_x + gate_w / 2
+    gy0, gy1 = 224, 566
+    S.append(
+        f'<g filter="url(#glow)">'
+        + rrect(gate_x, gy0, gate_w, gy1 - gy0, 20, fill="url(#gate)",
+                stroke=t.gate_stroke, sw=2.4)
+        + "</g>"
+    )
+    S.append(rrect(gate_x + 2, gy0 + 2, gate_w - 4, (gy1 - gy0) * 0.4, 18,
+                   fill="url(#sheen)", opacity=0.10))
+    # badge 5
+    S.append(f'<circle cx="{gcx}" cy="{gy0 + 34}" r="18" '
+             f'fill="{t.gate_stroke}"/>')
+    S.append(text(gcx, gy0 + 40, "5", size=20, fill=t.gate_fill1,
+                  weight=800, anchor="middle"))
+    S.append(person_glyph(gcx, gy0 + 92, t.gate_ink))
+    S.append(text(gcx, gy0 + 138, "HUMAN", size=17, fill=t.gate_ink,
+                  weight=800, anchor="middle", spacing="0.04em"))
+    S.append(text(gcx, gy0 + 160, "REVIEW GATE", size=17, fill=t.gate_ink,
+                  weight=800, anchor="middle", spacing="0.02em"))
+    S.append(text(gcx, gy0 + 186, "notes required", size=12.5,
+                  fill=t.gate_ink, weight=500, anchor="middle", opacity=0.85))
+    S.append(lock_glyph(gcx, gy0 + 232, t.gate_stroke, t.gate_fill1))
+    S.append(text(gcx, gy0 + 286, "verifier-passed", size=11.5,
+                  fill=t.gate_ink, weight=500, anchor="middle", opacity=0.8))
+    S.append(text(gcx, gy0 + 302, "drafts only", size=11.5,
+                  fill=t.gate_ink, weight=500, anchor="middle", opacity=0.8))
+    # HUMAN-GATED brand badge directly under the gate
+    hg, hgink = "HUMAN-GATED", "#04231a" if t.name == "dark" else "#ffffff"
+    hgw = 26 + len(hg) * 8.6
+    S.append(rrect(gcx - hgw / 2, gy1 + 16, hgw, 30, 15, fill=t.zone_trusted,
+                   extra=' filter="url(#soft)"'))
+    S.append(text(gcx, gy1 + 36, hg, size=13.5, fill=hgink, weight=800,
+                  anchor="middle", spacing="0.08em"))
+
+    # ---- Zone C nodes ----
+    ccz = zc_x + zc_w / 2
+    nC1 = Node(ccz, 236, zc_w - 64, 66, "data", "reviewed insights + vectors",
+               "Postgres · pgvector")
+    nC2 = Node(ccz, 344, zc_w - 64, 66, "agent", "Briefing",
+               "rank + retrieve", badge=6)
+    nC3 = Node(ccz, 452, zc_w - 64, 66, "api", "FastAPI",
+               "briefing · search · chat")
+    nEng = Node(ccz - 96, 566, 168, 56, "user", "Engineer")
+    nFix = Node(ccz + 104, 566, 196, 56, "note", "Fixture mode",
+                "no-key · deterministic")
+    for n in (nC1, nC2, nC3, nEng, nFix):
+        S.append(n.render(t))
+
+    # ---- connectors ----
+    a = lambda p0, p1, **k: S.append(arrow(p0, p1, t=t, **k))
+    e = lambda p0, p1, mx, **k: S.append(elbow(p0, p1, mx, t=t, **k))
+
+    # Zone A vertical spine
+    a(nA1.bottom(), (nA2.cx, nA2.y), color=t.line, marker="ah")
+    a(nA2.bottom(), (nA3.cx, nA3.y), color=t.line, marker="ah")
+    a(nA3.bottom(), (nA4.cx, nA4.y), color=t.line, marker="ah")
+    # A -> B handoff
+    e(nA4.right(), nB1.left(), (zb_x + za_x + zaw) / 2, color=t.line,
+      marker="ah", label="substantive changes")
+    # Zone B vertical spine
+    a(nB1.bottom(), (nB2.cx, nB2.y), color=t.line, marker="ah")
+    a(nB2.bottom(), (nB3.cx, nB3.y), color=t.line, marker="ah")
+    # model deps (dashed): Synthesizer embeds; claim/verify call the LLM tiers
+    a(nA4.bottom(), (nA5.cx, nA5.y), color=t.dep, marker="ahdash",
+      dashed=True, width=1.8, label="embed", label_dy=0)
+    railx = zb_x + 14
+    e(nB1.left(), (nBm.x, nBm.cy - 8), railx, color=t.dep, marker="ahdash",
+      dashed=True, width=1.8)
+    e(nB2.left(), (nBm.x, nBm.cy + 8), railx, color=t.dep, marker="ahdash",
+      dashed=True, width=1.8)
+    # B(drafts) -> Gate
+    a(nB3.right(), (gate_x, 452), color=t.gate_stroke, marker="ahgold",
+      width=2.6, label="submit")
+    # Gate -> Zone C (published)
+    e((gate_x + gate_w, 300), nC1.left(), (gate_x + gate_w + zc_x) / 2 + 6,
+      color=t.zone_trusted, marker="ahflow", width=2.8, label="published")
+    # Zone C vertical spine
+    a(nC1.bottom(), (nC2.cx, nC2.y), color=t.line, marker="ah")
+    a(nC2.bottom(), (nC3.cx, nC3.y), color=t.line, marker="ah")
+    # FastAPI -> Engineer (answer)
+    e(nC3.bottom(), nEng.top(), nEng.cx, color=t.zone_trusted,
+      marker="ahflow", width=2.4)
+    # Fixture -> FastAPI
+    e(nFix.top(), (nC3.cx + 60, nC3.y + nC3.h), nFix.cx, color=t.ink_soft,
+      marker="ah", dashed=True, width=2.0)
+    # Engineer reviews (dashed up to gate)
+    a((nEng.x, nEng.cy), (gate_x + gate_w + 8, gy1 - 30), color=t.dep,
+      marker="ahdash", dashed=True, width=1.8, label="reviews",
+      label_dy=-14)
+
+    # answer caption near Engineer
+    S.append(text(nEng.cx, nEng.cy + 52,
+                  "what changed · why it matters · what to check",
+                  size=11.5, fill=t.ink_soft, weight=500, anchor="middle"))
+
+    # ---- legend / footer ----
+    ly = H - 44
+    legend = [("source", "Source"), ("agent", "Agent"), ("data", "Store"),
+              ("model", "Model"), ("api", "API"), ("user", "Human"),
+              ("note", "Fixture")]
+    lx = 52
+    S.append(text(lx, ly - 1, "LEGEND", size=10.5, fill=t.ink_soft,
+                  weight=700, spacing="0.14em"))
+    lx += 66
+    for kind, lab in legend:
+        fill, stroke, _ = t.kinds[kind]
+        S.append(rrect(lx, ly - 12, 15, 15, 4, fill=fill, stroke=stroke,
+                       sw=1.4))
+        S.append(text(lx + 22, ly, lab, size=12, fill=t.ink_soft, weight=500))
+        lx += 34 + len(lab) * 7.4
+    S.append(text(W - 52, ly,
+                  "Cited · Bounded · Inspectable   —   OpenAI Build Week 2026 · Developer Tools",
+                  size=12, fill=t.ink_soft, weight=600, anchor="end"))
+
+    S.append("</svg>")
+    return "".join(S)
+
+
+def main() -> None:
+    import pathlib
+    here = pathlib.Path(__file__).parent
+    for t, fname in ((DARK, "arch-dark.svg"),
+                     (LIGHT, "arch-light.svg")):
+        (here / fname).write_text(build(t), encoding="utf-8")
+        print(f"wrote {fname}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/assets/architecture/build_arch_raster.mjs b/assets/architecture/build_arch_raster.mjs
new file mode 100644
index 0000000..0f69224
--- /dev/null
+++ b/assets/architecture/build_arch_raster.mjs
@@ -0,0 +1,22 @@
+// Rasterize the architecture presentation SVGs to high-DPI PNG using the frontend's
+// sharp install. Run from assets/architecture/:  node build_arch_raster.mjs
+import { readFileSync, writeFileSync } from "node:fs";
+import { createRequire } from "node:module";
+
+const require = createRequire("file://" + process.cwd() + "/../../frontend/");
+const sharp = require("sharp");
+
+const SCALE = 2; // 1712x940 -> 3424x1880
+const jobs = [
+  ["arch-dark.svg", "arch-dark.png"],
+  ["arch-light.svg", "arch-light.png"],
+];
+
+for (const [src, out] of jobs) {
+  const svg = readFileSync(src);
+  const png = await sharp(svg, { density: 72 * SCALE })
+    .png()
+    .toBuffer();
+  writeFileSync(out, png);
+  console.log(`wrote ${out}`);
+}
diff --git a/assets/brand/README.md b/assets/brand/README.md
index 426dec0..69dc028 100644
--- a/assets/brand/README.md
+++ b/assets/brand/README.md
@@ -1,12 +1,56 @@
 # DRIFT brand assets
 
 `drift-banner-dark.svg` and `drift-banner-light.svg` are the canonical
-theme-aware DRIFT hero banners. They deliberately tell the same source-neutral
-story: a primary release travels through a GPU compute lattice into cited
-evidence, human review, and a bounded engineering check.
+theme-aware DRIFT brand banners. They share one visual language with the
+architecture presentation diagram (`assets/architecture/`): the same trust-zone palette,
+rounded node styling, gold human-review gate, dot-grid field, and Inter
+typography. The right-side **evidence path** card distills the architecture
+story to its core — an untrusted primary release crosses a human gate to become
+a cited, bounded briefing — over a subtle GPU compute-lattice backdrop (traces,
+vias, and a PCB edge-connector) that ties the brand to the infrastructure it
+serves.
 
-Use the dark/light pair in documentation through a `<picture>` element. The
-Next.js frontend loads the canonical files through FastAPI's `/brand/dark.svg`
-and `/brand/light.svg` routes; do not copy, derive, or commit banner SVGs under
+## DRIFT palette (locked)
+
+One palette drives the banner, the presentation diagram, and the Mermaid pipeline
+so they read as one system. It is anchored on what DRIFT does — turning raw
+release signal into reviewed, trusted intelligence — not on any vendor's colours.
+
+| Role | Dark | Light | Where |
+| --- | --- | --- | --- |
+| **Signature gradient** (teal → indigo) | `#2dd4bf` → `#818cf8` | `#0d9488` → `#4f46e5` | wordmark, eyebrows, accent rules |
+| Untrusted | `#f43f5e` | `#e11d48` | zone / source dot |
+| Quarantine | `#f59e0b` | `#d97706` | zone / model accent |
+| Trusted | `#10b981` | `#059669` | zone / API / "reviewed" |
+| Human gate | `#fbbf24` | `#b45309` | the review gate only |
+
+The signature gradient's endpoints are the diagram's own **source-teal →
+agent-indigo** node hues, so the brand mark is literally sampled from the
+pipeline it describes. The semantic node colours (source, agent, store, model,
+API, human, fixture) stay distinct in the diagrams because they carry meaning;
+the gradient is the brand identity layered on top. Keep the values in
+`build_banner.py` and `assets/architecture/build_arch.py` in sync.
+
+## Files
+
+| File | Purpose |
+| --- | --- |
+| `build_banner.py` | Source of truth; emits both banner SVGs |
+| `build_banner_raster.mjs` | Rasterizes the banners to PNG via `sharp` |
+| `drift-banner-dark.svg` / `-light.svg` | Canonical API-served banners |
+| `drift-banner-dark.png` / `-light.png` | Convenience rasters for decks/video |
+
+Edit `build_banner.py` (never the SVG/PNG) and regenerate both themes together:
+
+```powershell
+python build_banner.py
+node build_banner_raster.mjs   # optional PNGs; needs ../../frontend deps
+```
+
+The SVG **filenames are fixed**: `backend/main.py` serves them at
+`/brand/{theme}.svg` and Docker bakes this directory into the API image — do not
+rename the SVG outputs. Use the dark/light pair in documentation through a
+`<picture>` element. The Next.js frontend loads the canonical files through the
+FastAPI routes; do not copy, derive, or commit banner SVGs under
 `frontend/public/`. The FastAPI service uses the same routes for its Swagger
-documentation. Docker copies this directory into the API image.
+documentation.
diff --git a/assets/brand/build_banner.py b/assets/brand/build_banner.py
new file mode 100644
index 0000000..9bb1ae3
--- /dev/null
+++ b/assets/brand/build_banner.py
@@ -0,0 +1,348 @@
+#!/usr/bin/env python3
+"""Generate the canonical DRIFT brand banner (dark + light SVG).
+
+The banner shares one visual language with the architecture presentation diagram
+(`assets/architecture/build_arch.py`): the same trust-zone palette, rounded
+node styling with sheen + soft shadow, the gold human-review gate, the dot-grid
+field, and Inter typography. The right-side "evidence path" card distills the
+architecture diagram's story to its core: an untrusted primary release crosses a
+human gate to become a cited, bounded briefing.
+
+Filenames are fixed: `backend/main.py` serves `drift-banner-dark.svg` and
+`drift-banner-light.svg` at `/brand/{theme}.svg`, and Docker bakes this
+directory into the API image. Do not rename the SVG outputs.
+
+    python build_banner.py            # writes both SVGs
+    node build_banner_raster.mjs      # optional PNG rasters (needs frontend/ deps)
+"""
+
+from __future__ import annotations
+
+import html
+from dataclasses import dataclass
+
+W, H = 1600, 520
+FONT = "Inter, 'Segoe UI', 'Helvetica Neue', Arial, sans-serif"
+
+
+# Palette mirrors assets/architecture/build_arch.py so the banner and the
+# architecture diagram read as one system.
+@dataclass(frozen=True)
+class Theme:
+    name: str
+    bg0: str
+    bg1: str
+    grid: str
+    ink: str
+    ink_soft: str
+    panel: str
+    panel_stroke: str
+    line: str
+    emerald: str
+    rose: str
+    amber: str
+    wordmark0: str
+    wordmark1: str
+    source: tuple
+    api: tuple
+    gate_fill0: str
+    gate_fill1: str
+    gate_stroke: str
+    gate_ink: str
+    pill_ink: str
+
+
+DARK = Theme(
+    name="dark", bg0="#0b1020", bg1="#060912", grid="#1b2438",
+    ink="#f8fafc", ink_soft="#94a3b8", panel="#0e1526", panel_stroke="#233047",
+    line="#7c8aa5", emerald="#10b981", rose="#f43f5e", amber="#f59e0b",
+    wordmark0="#2dd4bf", wordmark1="#818cf8",
+    source=("#0f766e", "#2dd4bf", "#ecfeff"),
+    api=("#166534", "#4ade80", "#f0fdf4"),
+    gate_fill0="#0f3f2f", gate_fill1="#12261f", gate_stroke="#fbbf24",
+    gate_ink="#fef9c3", pill_ink="#5eead4",
+)
+
+LIGHT = Theme(
+    name="light", bg0="#f6f8fc", bg1="#e9eef7", grid="#dbe3ef",
+    ink="#0f172a", ink_soft="#64748b", panel="#ffffff", panel_stroke="#cbd5e1",
+    line="#7688a1", emerald="#059669", rose="#e11d48", amber="#d97706",
+    wordmark0="#0d9488", wordmark1="#4f46e5",
+    source=("#d5f5f0", "#0d9488", "#0f3d38"),
+    api=("#d8f5e2", "#16a34a", "#14532d"),
+    gate_fill0="#ecfdf5", gate_fill1="#d1fae5", gate_stroke="#b45309",
+    gate_ink="#7c2d12", pill_ink="#0f766e",
+)
+
+
+def esc(s: str) -> str:
+    return html.escape(s, quote=True)
+
+
+def text(x, y, s, *, size, fill, weight=400, anchor="start", spacing=None,
+         opacity=1.0):
+    ls = f' letter-spacing="{spacing}"' if spacing is not None else ""
+    op = f' opacity="{opacity}"' if opacity != 1.0 else ""
+    return (f'<text x="{x:.1f}" y="{y:.1f}" font-family="{FONT}" '
+            f'font-size="{size}" font-weight="{weight}" fill="{fill}" '
+            f'text-anchor="{anchor}"{ls}{op}>{esc(s)}</text>')
+
+
+def rrect(x, y, w, h, r, *, fill, stroke="none", sw=0, opacity=1.0, extra=""):
+    st = f' stroke="{stroke}" stroke-width="{sw}"' if stroke != "none" else ""
+    op = f' opacity="{opacity}"' if opacity != 1.0 else ""
+    return (f'<rect x="{x:.1f}" y="{y:.1f}" width="{w:.1f}" height="{h:.1f}" '
+            f'rx="{r}" ry="{r}" fill="{fill}"{st}{op}{extra}/>')
+
+
+def node(cx, cy, w, h, kind_colors, title, subtitle, dot=None):
+    fill, stroke, ink = kind_colors
+    x, y = cx - w / 2, cy - h / 2
+    parts = [
+        f'<g filter="url(#soft)">',
+        rrect(x, y, w, h, 13, fill=fill, stroke=stroke, sw=1.6),
+        "</g>",
+        rrect(x + 1, y + 1, w - 2, h * 0.5, 12, fill="url(#sheen)",
+              opacity=0.12),
+        text(cx, cy - 3, title, size=15.5, fill=ink, weight=700,
+             anchor="middle"),
+        text(cx, cy + 15, subtitle, size=11, fill=ink, weight=400,
+             anchor="middle", opacity=0.82),
+    ]
+    if dot:
+        parts.append(f'<circle cx="{x + 13:.1f}" cy="{y + 13:.1f}" r="4.5" '
+                     f'fill="{dot}"/>')
+    return "".join(parts)
+
+
+def arrow(x0, y0, x1, y1, color, label=None, t=DARK):
+    out = [f'<line x1="{x0:.1f}" y1="{y0:.1f}" x2="{x1:.1f}" y2="{y1:.1f}" '
+           f'stroke="{color}" stroke-width="2.4" stroke-linecap="round" '
+           f'marker-end="url(#bah)"/>']
+    if label:
+        mx = (x0 + x1) / 2
+        lw = 10 + len(label) * 6.0
+        out.append(rrect(mx - lw / 2, y0 - 26, lw, 17, 8, fill=t.bg0,
+                         opacity=0.92))
+        out.append(text(mx, y0 - 14, label, size=10.5, fill=color,
+                        weight=700, anchor="middle", spacing="0.04em"))
+    return "".join(out)
+
+
+def circuit(t: Theme, x, y, w, h) -> str:
+    """Subtle GPU/PCB connector backdrop, clipped to the evidence-path card.
+
+    Drawn before the nodes, so the opaque node fills sit on top and the traces
+    read as a compute lattice feeding into and out of the flow.
+    """
+    trace = t.source[1]
+    gold = t.gate_stroke
+    op = 0.32 if t.name == "dark" else 0.30
+
+    def via(cx, cy, c=trace):
+        return (f'<rect x="{cx - 3:.1f}" y="{cy - 3:.1f}" width="6" height="6" '
+                f'rx="1.3" fill="{c}"/>')
+
+    def tp(d, c=trace, sw=1.3):
+        return (f'<path d="{d}" fill="none" stroke="{c}" stroke-width="{sw}" '
+                f'stroke-linejoin="round" stroke-linecap="round"/>')
+
+    P = [f'<clipPath id="cardclip"><rect x="{x}" y="{y}" width="{w}" '
+         f'height="{h}" rx="22"/></clipPath>',
+         f'<g clip-path="url(#cardclip)" opacity="{op}">']
+
+    # top rails (below the header band)
+    yA = y + 66
+    P.append(tp(f"M {x} {yA} H {x + 118} V {yA + 24} H {x + 250} V {yA} "
+               f"H {x + 372}"))
+    for vx, vy in [(x + 118, yA), (x + 250, yA + 24), (x + 372, yA)]:
+        P.append(via(vx, vy))
+    yB = y + 86
+    P.append(tp(f"M {x + w} {yB} H {x + w - 96} V {yB + 30} H {x + w - 210}"))
+    P.append(via(x + w - 96, yB))
+    P.append(via(x + w - 210, yB + 30))
+
+    # a lattice of traces radiating from the centre (behind the gate)
+    midx, midy = x + w / 2, y + h * 0.58
+    P.append(tp(f"M {x} {midy:.1f} H {x + 40}"))
+    P.append(via(x + 10, midy))
+    P.append(tp(f"M {x + w - 40} {midy:.1f} H {x + w}"))
+    P.append(via(x + w - 10, midy))
+    for dy in (-40, 40):
+        P.append(tp(f"M {midx - 150:.1f} {midy + dy:.1f} H {midx - 40:.1f} "
+                   f"V {midy:.1f}"))
+        P.append(tp(f"M {midx + 150:.1f} {midy + dy:.1f} H {midx + 40:.1f} "
+                   f"V {midy:.1f}"))
+
+    # bottom rails
+    yC = y + h - 78
+    P.append(tp(f"M {x + 44} {yC} H {x + 168} V {yC + 22} H {x + 330} "
+               f"V {yC} H {x + 520} V {yC - 20} H {x + w - 44}"))
+    for vx, vy in [(x + 168, yC), (x + 330, yC + 22), (x + 520, yC),
+                   (x + w - 44, yC - 20)]:
+        P.append(via(vx, vy))
+
+    P.append("</g>")
+
+    # PCB edge-connector fingers along the card foot (warmer, own opacity)
+    fy = y + h - 17
+    P.append(f'<g clip-path="url(#cardclip)" fill="{gold}" '
+             f'opacity="{0.44 if t.name == "dark" else 0.42}">')
+    fingers, fw, gap = 13, 11, 9
+    startx = x + w / 2 - (fingers * (fw + gap) - gap) / 2
+    for i in range(fingers):
+        P.append(f'<rect x="{startx + i * (fw + gap):.1f}" y="{fy:.1f}" '
+                 f'width="{fw}" height="16" rx="2.5"/>')
+    P.append("</g>")
+    return "".join(P)
+
+
+def build(t: Theme) -> str:
+    S = [f'<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 {W} {H}" '
+         f'width="{W}" height="{H}" font-family="{FONT}">']
+
+    # ---- defs ----
+    S.append("<defs>")
+    S.append(f'<radialGradient id="bg" cx="22%" cy="8%" r="120%">'
+             f'<stop offset="0%" stop-color="{t.bg0}"/>'
+             f'<stop offset="100%" stop-color="{t.bg1}"/></radialGradient>')
+    S.append(f'<radialGradient id="blob" cx="50%" cy="50%" r="50%">'
+             f'<stop offset="0%" stop-color="{t.wordmark1}" stop-opacity="0.18"/>'
+             f'<stop offset="100%" stop-color="{t.wordmark1}" stop-opacity="0"/>'
+             f'</radialGradient>')
+    S.append(f'<linearGradient id="word" x1="0" y1="0" x2="1" y2="0.4">'
+             f'<stop offset="0%" stop-color="{t.wordmark0}"/>'
+             f'<stop offset="100%" stop-color="{t.wordmark1}"/></linearGradient>')
+    S.append(f'<linearGradient id="rule" x1="0" y1="0" x2="1" y2="0">'
+             f'<stop offset="0%" stop-color="{t.wordmark0}"/>'
+             f'<stop offset="100%" stop-color="{t.wordmark1}" '
+             f'stop-opacity="0"/></linearGradient>')
+    S.append('<linearGradient id="sheen" x1="0" y1="0" x2="0" y2="1">'
+             '<stop offset="0%" stop-color="#ffffff" stop-opacity="0.9"/>'
+             '<stop offset="100%" stop-color="#ffffff" stop-opacity="0"/>'
+             '</linearGradient>')
+    S.append(f'<linearGradient id="gate" x1="0" y1="0" x2="0" y2="1">'
+             f'<stop offset="0%" stop-color="{t.gate_fill0}"/>'
+             f'<stop offset="100%" stop-color="{t.gate_fill1}"/></linearGradient>')
+    S.append('<filter id="soft" x="-20%" y="-20%" width="140%" height="140%">'
+             '<feDropShadow dx="0" dy="3" stdDeviation="5" '
+             'flood-color="#000000" flood-opacity="0.28"/></filter>')
+    S.append(f'<filter id="glow" x="-80%" y="-80%" width="260%" height="260%">'
+             f'<feDropShadow dx="0" dy="0" stdDeviation="9" '
+             f'flood-color="{t.gate_stroke}" flood-opacity="0.55"/></filter>')
+    S.append(f'<marker id="bah" viewBox="0 0 10 10" refX="8.5" refY="5" '
+             f'markerWidth="7" markerHeight="7" orient="auto-start-reverse">'
+             f'<path d="M0 0 L10 5 L0 10 L3 5 Z" fill="{t.line}"/></marker>')
+    S.append("</defs>")
+
+    # ---- background ----
+    S.append(f'<rect width="{W}" height="{H}" fill="url(#bg)" rx="0"/>')
+    S.append(f'<circle cx="120" cy="70" r="520" fill="url(#blob)"/>')
+    dots = ['<g opacity="0.5">']
+    for gy in range(60, H - 20, 32):
+        for gx in range(40, W - 20, 32):
+            dots.append(f'<circle cx="{gx}" cy="{gy}" r="1" fill="{t.grid}"/>')
+    dots.append("</g>")
+    S.append("".join(dots))
+
+    # ---- left column ----
+    lx = 72
+    S.append(text(lx, 150, "DRIFT", size=78, fill="url(#word)", weight=800,
+                  spacing="0.10em"))
+    S.append(text(lx + 4, 186,
+                  "RELEASE INTELLIGENCE FOR GPU & AI INFRASTRUCTURE",
+                  size=14.5, fill=t.emerald, weight=700, spacing="0.16em"))
+    S.append(rrect(lx + 4, 200, 190, 4, 2, fill="url(#rule)"))
+    S.append(text(lx, 262, "Know the change before", size=41, fill=t.ink,
+                  weight=800))
+    S.append(text(lx, 306, "it becomes your incident.", size=41, fill=t.ink,
+                  weight=800))
+    S.append(text(lx + 2, 352,
+                  "Primary releases become cited, review-gated engineering checks.",
+                  size=18.5, fill=t.ink_soft, weight=500))
+    # trust pill — one centred line so the word gaps are inherently even (the
+    # SVG renderer ignores textLength, so per-word slots drift). The separators
+    # are emerald bullet glyphs; only the outer pill padding depends on width,
+    # and that is symmetric so it can never look lopsided.
+    pw, ph, py = 358, 42, 384
+    cyp = py + ph / 2
+    dot = (f'<tspan fill="{t.emerald}" font-size="16" font-weight="900">'
+           f' ● </tspan>')
+    S.append(rrect(lx, py, pw, ph, ph / 2, fill="none", stroke=t.emerald,
+                   sw=1.6))
+    S.append(
+        f'<text x="{lx + pw / 2:.1f}" y="{cyp + 5:.1f}" text-anchor="middle" '
+        f'font-family="{FONT}" font-size="15" font-weight="700" '
+        f'fill="{t.pill_ink}" letter-spacing="0.06em">'
+        f'CITED {dot} BOUNDED {dot} INSPECTABLE</text>'
+    )
+    # model credit
+    S.append(f'<text x="{lx}" y="468" font-family="{FONT}" font-size="13.5" '
+             f'fill="{t.ink_soft}" font-weight="500">Powered by '
+             f'<tspan font-weight="700" fill="{t.amber}">GPT-5.6 tiers</tspan>'
+             f' · Luna · Terra · Sol</text>')
+
+    # ---- right card: evidence path ----
+    cx0, cy0, cw, ch = 858, 92, 670, 336
+    S.append(rrect(cx0, cy0, cw, ch, 22, fill=t.panel, stroke=t.panel_stroke,
+                   sw=1.4, opacity=0.92, extra=' filter="url(#soft)"'))
+    S.append(circuit(t, cx0, cy0, cw, ch))
+    S.append(f'<circle cx="{cx0 + 26:.1f}" cy="{cy0 + 34:.1f}" r="4.5" '
+             f'fill="{t.emerald}"/>')
+    S.append(text(cx0 + 40, cy0 + 39, "DRIFT EVIDENCE PATH", size=13.5,
+                  fill=t.ink_soft, weight=700, spacing="0.14em"))
+    tag = "HUMAN-GATED"
+    tw = 24 + len(tag) * 8.0
+    tagink = "#04231a" if t.name == "dark" else "#ffffff"
+    S.append(rrect(cx0 + cw - tw - 22, cy0 + 21, tw, 28, 14, fill=t.emerald,
+                   extra=' filter="url(#soft)"'))
+    S.append(text(cx0 + cw - 22 - tw / 2, cy0 + 39, tag, size=12,
+                  fill=tagink, weight=800, anchor="middle", spacing="0.07em"))
+
+    fy = cy0 + 196
+    # source node
+    S.append(node(cx0 + 118, fy, 168, 78, t.source, "Release feed",
+                  "primary source", dot=t.rose))
+    # gate (focal motif)
+    gcx, gy0, gy1 = cx0 + 335, cy0 + 118, cy0 + 274
+    S.append(f'<g filter="url(#glow)">'
+             + rrect(gcx - 62, gy0, 124, gy1 - gy0, 16, fill="url(#gate)",
+                     stroke=t.gate_stroke, sw=2.2) + "</g>")
+    S.append(rrect(gcx - 60, gy0 + 2, 120, (gy1 - gy0) * 0.4, 14,
+                   fill="url(#sheen)", opacity=0.10))
+    S.append(f'<circle cx="{gcx:.1f}" cy="{gy0 + 30:.1f}" r="15" '
+             f'fill="{t.gate_stroke}"/>')
+    S.append(text(gcx, gy0 + 36, "5", size=17, fill=t.gate_fill1, weight=800,
+                  anchor="middle"))
+    # small person glyph
+    pgy = gy0 + 72
+    S.append(f'<g stroke="{t.gate_ink}" stroke-width="2.2" fill="none" '
+             f'stroke-linecap="round"><circle cx="{gcx:.1f}" '
+             f'cy="{pgy - 6:.1f}" r="5"/><path d="M {gcx - 9:.1f} '
+             f'{pgy + 9:.1f} a 9 8 0 0 1 18 0"/></g>')
+    S.append(text(gcx, gy0 + 108, "HUMAN", size=13.5, fill=t.gate_ink,
+                  weight=800, anchor="middle"))
+    S.append(text(gcx, gy0 + 126, "GATE", size=13.5, fill=t.gate_ink,
+                  weight=800, anchor="middle"))
+    # briefing node
+    S.append(node(cx0 + 552, fy, 168, 78, t.api, "Cited briefing",
+                  "bounded check", dot=t.emerald))
+    # arrows
+    S.append(arrow(cx0 + 202, fy, gcx - 66, fy, t.line, "untrusted", t))
+    S.append(arrow(gcx + 66, fy, cx0 + 468, fy, t.emerald, "reviewed", t))
+
+    S.append("</svg>")
+    return "".join(S)
+
+
+def main() -> None:
+    import pathlib
+    here = pathlib.Path(__file__).parent
+    for t, fname in ((DARK, "drift-banner-dark.svg"),
+                     (LIGHT, "drift-banner-light.svg")):
+        (here / fname).write_text(build(t), encoding="utf-8")
+        print(f"wrote {fname}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/assets/brand/build_banner_raster.mjs b/assets/brand/build_banner_raster.mjs
new file mode 100644
index 0000000..c5eaedc
--- /dev/null
+++ b/assets/brand/build_banner_raster.mjs
@@ -0,0 +1,21 @@
+// Rasterize the DRIFT banner SVGs to high-DPI PNG using the frontend's sharp
+// install. Run from assets/brand/:  node build_banner_raster.mjs
+// The API serves the SVGs; the PNGs are convenience exports for decks/video.
+import { readFileSync, writeFileSync } from "node:fs";
+import { createRequire } from "node:module";
+
+const require = createRequire("file://" + process.cwd() + "/../../frontend/");
+const sharp = require("sharp");
+
+const SCALE = 2; // 1600x520 -> 3200x1040
+const jobs = [
+  ["drift-banner-dark.svg", "drift-banner-dark.png"],
+  ["drift-banner-light.svg", "drift-banner-light.png"],
+];
+
+for (const [src, out] of jobs) {
+  const svg = readFileSync(src);
+  const png = await sharp(svg, { density: 72 * SCALE }).png().toBuffer();
+  writeFileSync(out, png);
+  console.log(`wrote ${out}`);
+}
diff --git a/assets/brand/drift-banner-dark.png b/assets/brand/drift-banner-dark.png
new file mode 100644
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font-weight="800" fill="#0f172a" text-anchor="start">it becomes your incident.</text><text x="74.0" y="352.0" font-family="Inter, 'Segoe UI', 'Helvetica Neue', Arial, sans-serif" font-size="18.5" font-weight="500" fill="#64748b" text-anchor="start">Primary releases become cited, review-gated engineering checks.</text><rect x="72.0" y="384.0" width="358.0" height="42.0" rx="21.0" ry="21.0" fill="none" stroke="#059669" stroke-width="1.6"/><text x="251.0" y="410.0" text-anchor="middle" font-family="Inter, 'Segoe UI', 'Helvetica Neue', Arial, sans-serif" font-size="15" font-weight="700" fill="#0f766e" letter-spacing="0.06em">CITED <tspan fill="#059669" font-size="16" font-weight="900"> ● </tspan> BOUNDED <tspan fill="#059669" font-size="16" font-weight="900"> ● </tspan> INSPECTABLE</text><text x="72" y="468" font-family="Inter, 'Segoe UI', 'Helvetica Neue', Arial, sans-serif" font-size="13.5" fill="#64748b" font-weight="500">Powered by <tspan font-weight="700" fill="#d97706">GPT-5.6 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\ No newline at end of file
diff --git a/backend/core/config.py b/backend/core/config.py
index 1ff177d..628919f 100644
--- a/backend/core/config.py
+++ b/backend/core/config.py
@@ -116,7 +116,7 @@ class Settings:
         "DRIFT_SPEND_LEDGER_PATH", str(REPOSITORY_ROOT / ".drift" / "spend-ledger.json")
     )
     app_name: str = "DRIFT"
-    app_version: str = "0.7.0"
+    app_version: str = "0.8.0"
 
     def validate(self) -> None:
         if self.mode not in {"fixture", "live"}:
diff --git a/backend/fixtures/insights.json b/backend/fixtures/insights.json
index 780717b..cc06427 100644
--- a/backend/fixtures/insights.json
+++ b/backend/fixtures/insights.json
@@ -1,44 +1,176 @@
 [
   {
     "id": 1,
-    "raw_item_ids": [101],
-    "title": "Example: review an inference-runtime release before rollout",
-    "summary": "This fixture demonstrates how DRIFT presents a release item that warrants a deployment review.",
-    "why_it_matters": "An inference-runtime upgrade can change kernel selection, memory use, or supported hardware. Treat this as an example workflow, not a claim about a specific version.",
+    "raw_item_ids": [
+      101
+    ],
+    "title": "Example: inference-runtime release changes default attention backend",
+    "summary": "This labelled example shows how DRIFT presents an inference-runtime release that alters kernel selection and warrants a deployment review.",
+    "why_it_matters": "An inference-runtime upgrade can change kernel selection, memory use, or supported hardware. Treat this as an example workflow, not a claim about a specific shipped version.",
     "what_to_check": "Compare the release notes with your pinned runtime, GPU architecture, serving flags, and latency baseline before promoting the upgrade.",
     "severity": "breaking",
-    "affected_libraries": ["vllm"],
-    "source_citations": ["https://github.com/vllm-project/vllm/releases"],
+    "affected_libraries": [
+      "vllm"
+    ],
+    "source_citations": [
+      "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/101.txt"
+    ],
     "confidence": 0.86,
     "model_used": "fixture-curated",
-    "created_at": "2026-07-14T09:00:00Z"
+    "created_at": "2026-07-14T09:00:00Z",
+    "claims": [
+      {
+        "text": "The default attention backend is now selected automatically from GPU capability, and a flag is added to pin it.",
+        "kind": "direct_fact",
+        "evidence": [
+          {
+            "raw_item_id": 101,
+            "source_url": "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/101.txt",
+            "source_sha256": "13565676f03156171d31f37403d47bba64779d5de79c5488fdb572f77f8fa03b",
+            "excerpt": "Default attention backend is now chosen automatically based on GPU capability; pass --attention-backend to override the selection.",
+            "start_char": 63,
+            "end_char": 193,
+            "cross_references": []
+          }
+        ]
+      },
+      {
+        "text": "Automatic backend selection can change latency and memory profiles for operators who previously relied on the implicit default.",
+        "kind": "inference",
+        "evidence": [
+          {
+            "raw_item_id": 101,
+            "source_url": "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/101.txt",
+            "source_sha256": "13565676f03156171d31f37403d47bba64779d5de79c5488fdb572f77f8fa03b",
+            "excerpt": "automatically based on GPU capability",
+            "start_char": 103,
+            "end_char": 140,
+            "cross_references": []
+          }
+        ]
+      },
+      {
+        "text": "Re-run your latency and throughput baseline with the attention backend pinned before promoting the upgrade.",
+        "kind": "recommended_check",
+        "evidence": [
+          {
+            "raw_item_id": 101,
+            "source_url": "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/101.txt",
+            "source_sha256": "13565676f03156171d31f37403d47bba64779d5de79c5488fdb572f77f8fa03b",
+            "excerpt": "pass --attention-backend to override the selection",
+            "start_char": 142,
+            "end_char": 192,
+            "cross_references": []
+          }
+        ]
+      }
+    ]
   },
   {
     "id": 2,
-    "raw_item_ids": [102],
-    "title": "Example: validate framework and compiler compatibility",
-    "summary": "This fixture shows a compatibility-oriented briefing item for a framework release.",
+    "raw_item_ids": [
+      102,
+      104
+    ],
+    "title": "Example: framework release surfaces compiler and extension compatibility",
+    "summary": "This labelled example shows a compatibility-oriented briefing item for a framework release that touches the compiler path.",
     "why_it_matters": "Framework releases can expose compiler or extension incompatibilities that only appear in a production build or a less common model path.",
     "what_to_check": "Run the affected training or inference smoke test with your pinned compiler and custom extensions before changing the production image.",
     "severity": "minor",
-    "affected_libraries": ["pytorch", "triton"],
-    "source_citations": ["https://github.com/pytorch/pytorch/releases", "https://github.com/triton-lang/triton/releases"],
+    "affected_libraries": [
+      "pytorch",
+      "triton"
+    ],
+    "source_citations": [
+      "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/102.txt",
+      "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/104.txt"
+    ],
     "confidence": 0.78,
     "model_used": "fixture-curated",
-    "created_at": "2026-07-13T09:00:00Z"
+    "created_at": "2026-07-13T09:00:00Z",
+    "claims": [
+      {
+        "text": "The release raises the minimum supported compiler toolchain used to build custom extensions.",
+        "kind": "direct_fact",
+        "evidence": [
+          {
+            "raw_item_id": 102,
+            "source_url": "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/102.txt",
+            "source_sha256": "c8ee76c0ebdd69c18701b3e5f82c700c036ff1b1981ed862a48fd308d6ac22f5",
+            "excerpt": "Custom C++/CUDA extensions now require the updated minimum compiler toolchain to build against this release.",
+            "start_char": 63,
+            "end_char": 171,
+            "cross_references": []
+          }
+        ]
+      },
+      {
+        "text": "Rebuild your custom C++/CUDA extensions against this release with your pinned compiler before updating the production image.",
+        "kind": "recommended_check",
+        "evidence": [
+          {
+            "raw_item_id": 104,
+            "source_url": "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/104.txt",
+            "source_sha256": "267669aa883213415ff8e76cb8ee1eab58a2eca9e5cbd5ef584e95fbd99e2614",
+            "excerpt": "Extensions built against the previous toolchain should be recompiled.",
+            "start_char": 63,
+            "end_char": 132,
+            "cross_references": []
+          }
+        ]
+      }
+    ]
   },
   {
     "id": 3,
-    "raw_item_ids": [103],
-    "title": "Example: assess a distributed-communication update",
-    "summary": "This fixture demonstrates a lower-priority item with an explicit confidence signal.",
-    "why_it_matters": "Distributed communication changes can affect multi-node behavior without altering single-node development results.",
+    "raw_item_ids": [
+      103
+    ],
+    "title": "Example: distributed-communication update affects multi-node collectives",
+    "summary": "This labelled example shows a lower-priority item, with an explicit confidence signal, for a distributed-communication release.",
+    "why_it_matters": "Distributed-communication changes can affect multi-node behavior without altering single-node development results.",
     "what_to_check": "If you use multi-node training, run a representative collective-communication test before scheduling an upgrade.",
     "severity": "minor",
-    "affected_libraries": ["nccl"],
-    "source_citations": ["https://github.com/NVIDIA/nccl/releases"],
+    "affected_libraries": [
+      "nccl"
+    ],
+    "source_citations": [
+      "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/103.txt"
+    ],
     "confidence": 0.69,
     "model_used": "fixture-curated",
-    "created_at": "2026-07-12T09:00:00Z"
+    "created_at": "2026-07-12T09:00:00Z",
+    "claims": [
+      {
+        "text": "The release adjusts the default algorithm used for a common collective operation on multi-node topologies.",
+        "kind": "direct_fact",
+        "evidence": [
+          {
+            "raw_item_id": 103,
+            "source_url": "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/103.txt",
+            "source_sha256": "751e1c443fb130dcfe93b84ff160cb14c5a745306a91ac9f37d31605028eec19",
+            "excerpt": "The default all-reduce algorithm selection has changed for multi-node configurations in this release.",
+            "start_char": 63,
+            "end_char": 164,
+            "cross_references": []
+          }
+        ]
+      },
+      {
+        "text": "Run a representative multi-node collective-communication test before scheduling the upgrade.",
+        "kind": "recommended_check",
+        "evidence": [
+          {
+            "raw_item_id": 103,
+            "source_url": "https://github.com/iarjunganesh/drift/blob/v0.8.0/backend/fixtures/source_evidence/103.txt",
+            "source_sha256": "751e1c443fb130dcfe93b84ff160cb14c5a745306a91ac9f37d31605028eec19",
+            "excerpt": "multi-node configurations",
+            "start_char": 122,
+            "end_char": 147,
+            "cross_references": []
+          }
+        ]
+      }
+    ]
   }
 ]
diff --git a/backend/fixtures/source_evidence/101.txt b/backend/fixtures/source_evidence/101.txt
new file mode 100644
index 0000000..a97e519
--- /dev/null
+++ b/backend/fixtures/source_evidence/101.txt
@@ -0,0 +1,2 @@
+Synthetic DRIFT fixture source — not an upstream release note.
+Default attention backend is now chosen automatically based on GPU capability; pass --attention-backend to override the selection.
diff --git a/backend/fixtures/source_evidence/102.txt b/backend/fixtures/source_evidence/102.txt
new file mode 100644
index 0000000..60350cc
--- /dev/null
+++ b/backend/fixtures/source_evidence/102.txt
@@ -0,0 +1,2 @@
+Synthetic DRIFT fixture source — not an upstream release note.
+Custom C++/CUDA extensions now require the updated minimum compiler toolchain to build against this release.
diff --git a/backend/fixtures/source_evidence/103.txt b/backend/fixtures/source_evidence/103.txt
new file mode 100644
index 0000000..d7fdc9d
--- /dev/null
+++ b/backend/fixtures/source_evidence/103.txt
@@ -0,0 +1,2 @@
+Synthetic DRIFT fixture source — not an upstream release note.
+The default all-reduce algorithm selection has changed for multi-node configurations in this release.
diff --git a/backend/fixtures/source_evidence/104.txt b/backend/fixtures/source_evidence/104.txt
new file mode 100644
index 0000000..c3314bb
--- /dev/null
+++ b/backend/fixtures/source_evidence/104.txt
@@ -0,0 +1,2 @@
+Synthetic DRIFT fixture source — not an upstream release note.
+Extensions built against the previous toolchain should be recompiled.
diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md
index a9b8f8b..c3d4207 100644
--- a/docs/ARCHITECTURE.md
+++ b/docs/ARCHITECTURE.md
@@ -5,9 +5,11 @@ This document explains the checked-in architecture visual, the boundaries behind
 it, and the evidence required before the live path can be called complete.
 
 The implementation, publication, and current release work are recorded in the
-nine [Codex project initiatives](INITIATIVES.md).
+ten [Codex project initiatives](INITIATIVES.md).
 
-> **Current truth:** the fixture path is working and reproducible. The local
+> **Current truth:** the fixture path is working and reproducible. Its example
+> claims point to checked-in synthetic source text, not mutable upstream pages,
+> and retain the same exact-span/source-hash invariant as live claims. The local
 > capture job persists/reloads primary source evidence, freezes exact claim
 > spans, separately verifies the draft, embeds it, and stores both model-run
 > audits. It cannot publish a draft: live read paths admit only human-reviewed,
@@ -23,27 +25,41 @@ nine [Codex project initiatives](INITIATIVES.md).
 
 ## Visual source of truth
 
-The canonical architecture is maintained in
-[`assets/architecture/architecture-diagram.mmd`](../assets/architecture/architecture-diagram.mmd).
-The checked-in themed renders are the README and presentation assets:
+The canonical *pipeline* is maintained in
+[`assets/architecture/arch-pipeline.mmd`](../assets/architecture/arch-pipeline.mmd);
+the hand-authored *presentation diagram* (`arch-*`) dramatizes the same six
+stages as a first-look trust-boundary story. Both are checked-in README and
+presentation assets that share one visual language with the `assets/brand/`
+banner.
 
 <p align="center">
-  <a href="../assets/architecture/architecture-diagram-light.svg" target="_blank" rel="noopener noreferrer">
+  <a href="../assets/architecture/arch-light.svg" target="_blank" rel="noopener noreferrer">
     <picture>
-      <source media="(prefers-color-scheme: dark)" srcset="../assets/architecture/architecture-diagram-dark.svg">
-      <source media="(prefers-color-scheme: light)" srcset="../assets/architecture/architecture-diagram-light.svg">
-      <img width="1000" src="../assets/architecture/architecture-diagram-light.svg"
-           alt="DRIFT architecture — Engineer to FastAPI, fixture mode or live release-intelligence pipeline, and cited briefing output"/>
+      <source media="(prefers-color-scheme: dark)" srcset="../assets/architecture/arch-dark.svg">
+      <source media="(prefers-color-scheme: light)" srcset="../assets/architecture/arch-light.svg">
+      <img width="1000" src="../assets/architecture/arch-light.svg"
+           alt="DRIFT trust boundary — untrusted release feeds through machine claim extraction and a separate verifier into quarantined drafts; a human review gate is the only bridge to the trusted, published briefing an engineer sees."/>
     </picture>
   </a>
 </p>
 
-Open the [light SVG](../assets/architecture/architecture-diagram-light.svg) or
-[dark SVG](../assets/architecture/architecture-diagram-dark.svg) for a scalable
-version. The corresponding [light PNG](../assets/architecture/architecture-diagram-light.png)
-and [dark PNG](../assets/architecture/architecture-diagram-dark.png) are for
-slides and video. Regeneration instructions live in the
-[architecture asset guide](../assets/architecture/README.md).
+<p align="center">
+  <a href="../assets/architecture/arch-pipeline-light.svg" target="_blank" rel="noopener noreferrer">
+    <picture>
+      <source media="(prefers-color-scheme: dark)" srcset="../assets/architecture/arch-pipeline-dark.svg">
+      <source media="(prefers-color-scheme: light)" srcset="../assets/architecture/arch-pipeline-light.svg">
+      <img width="1000" src="../assets/architecture/arch-pipeline-light.svg"
+           alt="DRIFT pipeline — Engineer to FastAPI, fixture mode or live release-intelligence pipeline through Scout, Synthesizer, claim extraction, a separate verifier, a human review gate, and Briefing"/>
+    </picture>
+  </a>
+</p>
+
+Open the presentation [light SVG](../assets/architecture/arch-light.svg) /
+[dark SVG](../assets/architecture/arch-dark.svg) or the pipeline
+[light SVG](../assets/architecture/arch-pipeline-light.svg) /
+[dark SVG](../assets/architecture/arch-pipeline-dark.svg) for scalable versions;
+the matching PNGs are for slides and video. Regeneration instructions live in
+the [architecture asset guide](../assets/architecture/README.md).
 
 The main diagram stays intentionally horizontal because it describes the
 pipeline’s ownership sequence. Supporting diagrams below are kept short or
@@ -71,7 +87,7 @@ what must be demonstrated before each stage moves to complete.
 ### Fixture path — complete
 
 ```text
-backend/fixtures/insights.json
+backend/fixtures/source_evidence/*.txt + insights.json
         │
         ▼
 InsightStore (read-only, in-memory)
@@ -82,8 +98,8 @@ InsightStore (read-only, in-memory)
 ```
 
 Fixture mode is the default. It needs no database, network, OpenAI key, or
-frontend build. Every record is an explicit example and uses
-`model_used: fixture-curated`.
+frontend build. Every record is an explicit example backed by checked-in
+synthetic source text and uses `model_used: fixture-curated`.
 
 ### Live path — target
 
@@ -219,7 +235,7 @@ a SHA-256 manifest. It refuses draft/unverified rows and archive overwrites.
 | `GET /search?q=2..300 chars` | `Insight[]` | Fixture token relevance by default; live mode uses query embeddings/pgvector over reviewed verifier-passed rows only |
 | `POST /chat` | `ChatRequest → ChatResponse` | Fixture composition by default; retrieve-first model answer from reviewed verifier-passed evidence in live mode |
 | `GET /docs` | Swagger UI | Generated OpenAPI UI with the canonical theme-aware DRIFT banner |
-| `GET /brand/{dark\|light}.svg` | Canonical hero banner | Served from `assets/brand/`; excluded from the OpenAPI contract |
+| `GET /brand/{dark\|light}.svg` | Canonical brand banner | Served from `assets/brand/`; excluded from the OpenAPI contract |
 | `GET /openapi.json` | OpenAPI document | FastAPI-generated; not checked in |
 
 The chat path retrieves matching insights first. If no matching evidence exists,
@@ -354,7 +370,7 @@ Ruff → mypy → pytest + coverage → Codecov upload → frontend build → do
 ```
 
 The enforceable floor is 100% for implemented code; the current local suite is
-148 tests at 100.00%. Deliberately unimplemented live-stage raises remain explicit and are
+150 tests at 100.00%. Deliberately unimplemented live-stage raises remain explicit and are
 excluded only at the boundary itself. New live behavior must arrive with tests
 that preserve the 100% floor.
 
diff --git a/docs/BUILD_SEQUENCE.md b/docs/BUILD_SEQUENCE.md
index 0c836c6..7e324f1 100644
--- a/docs/BUILD_SEQUENCE.md
+++ b/docs/BUILD_SEQUENCE.md
@@ -55,6 +55,10 @@ AI-infrastructure release intelligence.
 - [x] Operator: deployed `v0.7.0`; Railway `/health`/`/docs`, Vercel CORS,
       review-note redaction in `/briefing` and `/openapi.json`, and the deployed
       frontend's `top_n=10` request were verified
+- [x] Codex: released `v0.8.0` source changes — Ask DRIFT validates the public
+      `/chat` boundary, and no-key fixture claims point to checked-in synthetic
+      source text with verified offsets and hashes; hosted verification remains
+      a separate required observation
 - [x] No new model calls — the current UI remains presentation-only
 
 ## Day 8 — Final content + docs
@@ -87,14 +91,18 @@ The public repository is `iarjunganesh/drift`, and the README already points
 to its repository-specific Codecov badge.
 
 1. GitHub `main` is published; continue verifying `.github/workflows/ci.yml`.
-2. Confirm the `pytest` upload appears in Codecov.
-3. Confirm the README badge resolves to the project report:
+2. The `pytest` upload is confirmed on Codecov (2026-07-17) — the repository and
+   `flag=pytest` coverage badges both resolve to 100%.
+3. The README badge resolves to the project report:
 
    ```markdown
    [![Codecov](https://codecov.io/gh/iarjunganesh/drift/graph/badge.svg)](https://codecov.io/gh/iarjunganesh/drift)
    ```
 
-4. Protect the default branch and require the CI quality gate.
+4. The default branch is protected (2026-07-17): `main` requires the five CI
+   quality-gate checks (Ruff lint, Mypy type check, Tests and coverage, Frontend
+   build, Documentation hygiene) with strict up-to-date merges; admins retain a
+   bypass for pre-deadline hotfixes.
 5. The Railway API is live at `https://drift-api-prod.up.railway.app`, and the
    Vercel frontend is live at `https://dr1ftless.vercel.app`. Keep the Vercel
    Root Directory set to `frontend/`; its checked-in configuration supplies
@@ -115,7 +123,7 @@ Insight stage now has structured-output coverage.
 
 The baseline, hosted-deployment follow-up, bounded v0.4.0 baseline, v0.5.0
 capture-path release, and
-implementation follow-ups are supported by nine project initiatives:
+implementation follow-ups are supported by ten project initiatives:
 
 - Foundation and inspectable vertical slice —
   `019f61e7-1ea1-7742-9acc-99d62f39b888`
@@ -123,10 +131,10 @@ implementation follow-ups are supported by nine project initiatives:
   `019f61fc-c32e-7d92-9d2e-0bd9083d08e7`
 - Hosted deployment and README follow-up —
   `019f6253-ddfc-7272-8077-e34dfb3aee84`
-- Day 1/Day 2 implementation follow-up —
-  `019f62e8-6715-70e2-a92a-fe28254f7b71`
 - Grounded live chat, resilience, and locked delivery (primary candidate
   initiative) — `019f62b9-10b7-7d82-a463-e6eb1192141c`
+- Day 1/Day 2 implementation follow-up —
+  `019f62e8-6715-70e2-a92a-fe28254f7b71`
 - Day 3/Day 4 Insight structured output —
   `019f6336-3690-7022-a8ef-c8c0947e240f`
 - Bounded capture/provenance and documentation cleanup —
@@ -135,5 +143,7 @@ implementation follow-ups are supported by nine project initiatives:
   `019f6773-0e96-7363-9657-0e0531c3d594`
 - Submission audit and frontend evidence presentation —
   `019f6a46-e3eb-7de2-81b1-91515ae80043`
+- Reviewed-evidence hardening, hosted verification, and `v0.8.0` source release —
+  `019f6a78-6fa2-7121-9059-85ac8ceb9904`
 
 See [`INITIATIVES.md`](INITIATIVES.md) for scope and submission usage.
diff --git a/docs/CODEX_PROMPTS.md b/docs/CODEX_PROMPTS.md
index 83a4c38..8851b3e 100644
--- a/docs/CODEX_PROMPTS.md
+++ b/docs/CODEX_PROMPTS.md
@@ -221,6 +221,8 @@ changes:
      readiness
    - `019f6a46-e3eb-7de2-81b1-91515ae80043` — submission audit and frontend
      evidence presentation
+   - `019f6a78-6fa2-7121-9059-85ac8ceb9904` — reviewed-evidence hardening,
+     hosted verification, and `v0.8.0` source release
 
 4. Leave the Demo video line as-is (placeholder) — recording is a human
    task, not a Codex task.
@@ -237,10 +239,11 @@ rules/FAQ reference copy, not drift's submission draft.
 
 - Record and upload the demo video (<3 min, narrated, covers Codex + GPT-5.6 usage)
 - Confirm which supplied initiative is the primary `/feedback` session for the
-  Devpost form; retain all nine IDs in the README, changelog, and submission
+  Devpost form; retain all ten IDs in the README, changelog, and submission
    notes.
-- Verify branch protection and the Codecov upload on the published GitHub
-  repository.
+- Branch protection and the Codecov upload are verified on the published GitHub
+  repository (2026-07-17): `main` requires the five CI quality-gate checks, and
+  the `pytest` coverage upload resolves to 100% on Codecov.
 - Use `notebooks/drift_manual_run.ipynb` against a reachable database to create
   and review a small draft store, then smoke-test hosted `/search` and `/chat`
   against that reviewed, cited evidence. Railway PostgreSQL schema `0003`,
diff --git a/docs/INITIATIVES.md b/docs/INITIATIVES.md
index f601182..bcc39b4 100644
--- a/docs/INITIATIVES.md
+++ b/docs/INITIATIVES.md
@@ -1,6 +1,6 @@
 # DRIFT project initiatives
 
-These are the nine Codex project initiatives associated with the DRIFT baseline,
+These are the ten Codex project initiatives associated with the DRIFT baseline,
 publication follow-up, `0.2.0` release candidate, and the current build-sequence
 implementation work. They are submission evidence pointers for the build work;
 they are not model-run provenance and do not turn fixture records into live
@@ -250,7 +250,7 @@ capture; this initiative does not turn it into a broad live-analysis claim.
 
 ### Implementation addendum — 2026-07-15
 
-The planned guardrails are now implemented locally and covered by 149 tests at
+The planned guardrails are now implemented locally and covered by 150 tests at
 100.00% backend coverage:
 
 - each live claim has a type, frozen exact primary-source excerpt, character
@@ -297,27 +297,37 @@ health, docs, CORS, and Vercel banner source were verified, and a later
 `/briefing`, `/search`, and `/chat` verified provider-backed. The amended
 `v0.6.1` release also makes the API-docs banner frame system-theme-aware.
 
+## Initiative 10 — Reviewed-evidence hardening, hosted verification, and v0.8.0 source release
+
+**Codex Session ID:** `019f6a78-6fa2-7121-9059-85ac8ceb9904`
+
+**Dates:** 2026-07-16–17
+
+This initiative audited and completed the reviewed-evidence release boundary:
+
+- fixed the Windows evidence-manifest newline mismatch and preserved byte-exact
+  SHA-256 verification;
+- made human review notes database-only in public API serialization and OpenAPI;
+- made the saved results notebook Markdown-only and added a regression test;
+- verified Railway `v0.7.0`, public redaction, Vercel CORS, and the deployed
+  ten-item briefing request; and
+- synchronized release, architecture, ADR, runbook, and submission records;
+- carried the same work through the `v0.8.0` source release: corrected no-key
+  fixture claims to use explicitly synthetic, checked-in source text with
+  byte-exact hashes/spans, aligned the Ask DRIFT UI with the `/chat` contract,
+  added the regression test, and performed the final status/version sweep.
+
 ## Submission usage
 
-Devpost requires one primary `/feedback` session, use Initiative 04. All nine
+Devpost requires one primary `/feedback` session, use Initiative 04. All ten
 IDs should be retained in the project README, changelog, and submission notes.
 If Devpost requires one primary `/feedback` session, use Initiative 04:
 `019f62b9-10b7-7d82-a463-e6eb1192141c`. Initiative 05 is the additive Day 1/Day
 2 implementation and synchronization record, Initiative 06 is the additive
 Day 3/Day 4 Insight implementation record, and Initiative 07 is the bounded
 capture/provenance and cleanup record. Initiative 08 is the additive grounding
-guardrail and capture-readiness record, and Initiative 09 is the additive
-submission-audit/frontend-presentation record; the earlier sessions remain the
-foundation, publication, and hosted-demo follow-up initiatives.
-
-### Release-hardening addendum — 2026-07-16
-
-The `v0.7.0` source release fixes the Windows evidence-manifest newline mismatch,
-makes review notes database-only in the public API contract, requests up to ten
-reviewed briefing records in the frontend, and replaces the recorded notebook
-with a Markdown-only results artifact. It is covered by 149 tests at 100%
-backend coverage. The Git-connected deployment was then verified through
-`/health` (`0.7.0`), `/docs`, Vercel CORS, a four-record `/briefing` without
-review notes, `/openapi.json` without the field, and the Vercel bundle's
-`top_n=10` request. Paid chat was not re-invoked for this privacy/frontend-only
-release.
+guardrail and capture-readiness record, Initiative 09 is the additive
+submission-audit/frontend-presentation record, and Initiative 10 is the
+reviewed-evidence hardening, hosted-verification, and `v0.8.0` source-release
+record; the earlier sessions remain the foundation, publication, and hosted-demo
+follow-up initiatives.
diff --git a/docs/RUNBOOK.md b/docs/RUNBOOK.md
index ccf7f1f..8dd6c0f 100644
--- a/docs/RUNBOOK.md
+++ b/docs/RUNBOOK.md
@@ -13,7 +13,9 @@ truth boundary in [`ARCHITECTURE.md`](ARCHITECTURE.md).
 4. Open `/docs` and point out the same paired, system-theme-aware DRIFT banners
    used in the README and frontend, then inspect `/briefing`, search `vllm`, and
    send a chat question.
-5. Point out the source links, confidence, and `fixture-curated` audit label.
+5. Point out the source links, confidence, and `fixture-curated` audit label;
+   each link opens checked-in synthetic source text rather than an upstream
+   release note.
 6. If showing the frontend, run `npm --prefix frontend ci` and
    `npm --prefix frontend run dev` in a second terminal.
 
@@ -106,7 +108,7 @@ The complete shot list and narration timing are in
 
 ## Project initiative records
 
-The nine Codex initiatives associated with this baseline, deployment follow-up,
+The ten Codex initiatives associated with this baseline, deployment follow-up,
 the v0.4.0 baseline, v0.5.0 capture-path release, and implementation follow-ups
 are listed in
 [`INITIATIVES.md`](INITIATIVES.md):
@@ -123,3 +125,5 @@ are listed in
   `019f6773-0e96-7363-9657-0e0531c3d594`
 - Submission audit and frontend evidence presentation:
   `019f6a46-e3eb-7de2-81b1-91515ae80043`
+- Reviewed-evidence hardening, hosted verification, and `v0.8.0` source release:
+  `019f6a78-6fa2-7121-9059-85ac8ceb9904`
diff --git a/docs/adr/007-vercel-railway-deployment.md b/docs/adr/007-vercel-railway-deployment.md
index e07bc9a..f63dfb4 100644
--- a/docs/adr/007-vercel-railway-deployment.md
+++ b/docs/adr/007-vercel-railway-deployment.md
@@ -40,7 +40,7 @@ pre-gate hosted result remains historical evidence only.
 
 **2026-07-16 brand-assets addendum:**
 `assets/brand/drift-banner-dark.svg` and
-`assets/brand/drift-banner-light.svg` are the canonical theme-aware hero
+`assets/brand/drift-banner-light.svg` are the canonical theme-aware brand
 banners. The Railway Docker image copies the source pair and FastAPI serves
 them at `/brand/dark.svg` and `/brand/light.svg`. **2026-07-16 frontend theme
 addendum:** the Vercel frontend renders those API-served canonical files through
diff --git a/docs/adr/010-claim-evidence-and-review-gate.md b/docs/adr/010-claim-evidence-and-review-gate.md
index 6a4f7ba..b19ff00 100644
--- a/docs/adr/010-claim-evidence-and-review-gate.md
+++ b/docs/adr/010-claim-evidence-and-review-gate.md
@@ -68,3 +68,10 @@ database-only in the serialized Insight contract and prevents the live-store
 reader from copying them into public records. It also tests the public API and
 OpenAPI boundary. The Git-connected `v0.7.0` deployment was verified to omit
 the field from `/briefing` and `/openapi.json`.
+
+**2026-07-17 fixture addendum:** `v0.8.0` makes no-key example claims conform
+to the same evidence contract without representing synthetic text as an
+upstream release. Each fixture evidence reference resolves to a checked-in,
+explicitly synthetic source file; the full-file SHA-256, exact excerpt, offsets,
+source URL, and raw-item relationship are asserted by a regression test. This
+is source-release behavior only until a hosted deployment is observed.
diff --git a/docs/adr/README.md b/docs/adr/README.md
index 2f954ba..d6459f8 100644
--- a/docs/adr/README.md
+++ b/docs/adr/README.md
@@ -15,7 +15,7 @@ decisions compose.
 | [007](007-vercel-railway-deployment.md) | Vercel frontend + Railway API and database | Accepted; hosted `v0.7.0` health/docs/CORS, review-note redaction, and Vercel `top_n=10` bundle verified; reviewed `/briefing`/`/search`/`/chat` were provider-backed verified on 2026-07-16 |
 | [008](008-live-grounded-chat.md) | Live grounded chat over the fixture store | Accepted |
 | [009](009-bounded-model-resilience-and-locked-delivery.md) | Bounded model resilience and locked delivery | Accepted |
-| [010](010-claim-evidence-and-review-gate.md) | Claim-level evidence, separate verification, and review-first publication | Accepted locally and deployed; four human-reviewed Insights published 2026-07-16 with hosted retrieval/chat verified provider-backed |
+| [010](010-claim-evidence-and-review-gate.md) | Claim-level evidence, separate verification, and review-first publication | Accepted; `v0.8.0` source makes synthetic fixture evidence verifiable without implying upstream provenance, while four human-reviewed Insights remain the bounded hosted set verified 2026-07-16 |
 
 When implementation invalidates a decision, amend the original record or add a
 new ADR. Do not silently rewrite the decision history in code comments or
diff --git a/frontend/app/AskDrift.tsx b/frontend/app/AskDrift.tsx
index ca2edaa..5c5d189 100644
--- a/frontend/app/AskDrift.tsx
+++ b/frontend/app/AskDrift.tsx
@@ -10,6 +10,8 @@ type ChatAnswer = {
 };
 
 const API_URL = process.env.NEXT_PUBLIC_API_URL || "http://localhost:8000";
+const MIN_QUESTION_LENGTH = 3;
+const MAX_QUESTION_LENGTH = 2_000;
 
 const SUGGESTIONS = [
   "What should I check for vLLM?",
@@ -23,13 +25,15 @@ export default function AskDrift() {
   const [question, setQuestion] = useState("");
   const [status, setStatus] = useState<Status>("idle");
   const [result, setResult] = useState<ChatAnswer | null>(null);
+  const [errorMessage, setErrorMessage] = useState("");
 
   async function ask(pending: string) {
     const trimmed = pending.trim();
-    if (trimmed.length < 2 || status === "loading") return;
+    if (trimmed.length < MIN_QUESTION_LENGTH || status === "loading") return;
 
     setStatus("loading");
     setResult(null);
+    setErrorMessage("");
     try {
       const response = await fetch(`${API_URL}/chat`, {
         method: "POST",
@@ -48,7 +52,10 @@ export default function AskDrift() {
       const answer = (await response.json()) as ChatAnswer;
       setResult(answer);
       setStatus("answered");
-    } catch {
+    } catch (error) {
+      setErrorMessage(
+        error instanceof Error ? error.message : "The DRIFT API could not complete the request."
+      );
       setStatus("error");
     }
   }
@@ -80,13 +87,15 @@ export default function AskDrift() {
           type="text"
           value={question}
           placeholder="What should I check for vLLM?"
+          minLength={MIN_QUESTION_LENGTH}
+          maxLength={MAX_QUESTION_LENGTH}
           onChange={(event) => setQuestion(event.target.value)}
           autoComplete="off"
         />
         <button
           className="button primary"
           type="submit"
-          disabled={status === "loading" || question.trim().length < 2}
+          disabled={status === "loading" || question.trim().length < MIN_QUESTION_LENGTH}
         >
           {status === "loading" ? "Asking…" : "Ask"}
         </button>
@@ -109,13 +118,13 @@ export default function AskDrift() {
       </div>
 
       {status === "loading" && (
-        <div className="card ask-answer">
+        <div className="card ask-answer" role="status" aria-live="polite">
           <p>Retrieving cited evidence…</p>
         </div>
       )}
 
       {status === "empty" && (
-        <div className="card ask-answer">
+        <div className="card ask-answer" role="status" aria-live="polite">
           <h3>No matching insights</h3>
           <p>
             No reviewed DRIFT insight matched that question. Try a specific
@@ -125,14 +134,14 @@ export default function AskDrift() {
       )}
 
       {status === "error" && (
-        <div className="card ask-answer">
-          <h3>The DRIFT API is not reachable</h3>
-          <p>Start the backend and ask again.</p>
+        <div className="card ask-answer" role="alert">
+          <h3>The DRIFT API could not complete the request</h3>
+          <p>{errorMessage}</p>
         </div>
       )}
 
       {status === "answered" && result && (
-        <div className="card ask-answer">
+        <div className="card ask-answer" role="status" aria-live="polite">
           <div className="ask-answer-label">Grounded answer</div>
           <p className="ask-answer-body">{result.answer}</p>
           {result.source_citations.length > 0 && (
diff --git a/frontend/app/page.tsx b/frontend/app/page.tsx
index e8f0584..9ee0de1 100644
--- a/frontend/app/page.tsx
+++ b/frontend/app/page.tsx
@@ -108,7 +108,7 @@ export default function Home() {
             <source media="(prefers-color-scheme: light)" srcSet={`${API_URL}/brand/light.svg`} />
             <img
               src={`${API_URL}/brand/light.svg`}
-              alt="DRIFT evidence path: a primary release flows through a GPU compute lattice into cited evidence, human review, and a bounded engineering check"
+              alt="DRIFT evidence path: an untrusted primary release crosses a human review gate to become a cited, bounded briefing"
             />
           </picture>
           <div className="signal-label">Current operating mode</div>
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 1263c8f..377112b 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "drift-frontend",
-  "version": "0.7.0",
+  "version": "0.8.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "drift-frontend",
-      "version": "0.7.0",
+      "version": "0.8.0",
       "dependencies": {
         "next": "^16.2.10",
         "react": "^19.2.7",
diff --git a/frontend/package.json b/frontend/package.json
index 43a834c..53183d0 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -1,6 +1,6 @@
 {
   "name": "drift-frontend",
-  "version": "0.7.0",
+  "version": "0.8.0",
   "private": true,
   "engines": {
     "node": "24.x"
diff --git a/pyproject.toml b/pyproject.toml
index 95b1b92..e1de518 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "drift-release-intelligence"
-version = "0.7.0"
+version = "0.8.0"
 description = "Release intelligence for GPU and AI-infrastructure teams"
 readme = "README.md"
 requires-python = ">=3.14"
diff --git a/submission/DEMO_SCRIPT.md b/submission/DEMO_SCRIPT.md
index 11f04a7..f76625d 100644
--- a/submission/DEMO_SCRIPT.md
+++ b/submission/DEMO_SCRIPT.md
@@ -12,7 +12,7 @@ model behavior.
 
 | Time | Screen | Narration / action |
 | --- | --- | --- |
-| 0:00–0:10 | DRIFT hero banner | “DRIFT turns GPU and AI-infrastructure release noise into a cited engineering check.” |
+| 0:00–0:10 | DRIFT brand banner | “DRIFT turns GPU and AI-infrastructure release noise into a cited engineering check.” |
 | 0:10–0:28 | README problem section or architecture | “Teams depend on fast-moving projects such as vLLM, PyTorch, Triton, and CUDA. DRIFT answers what changed, why it matters, and what to check next.” |
 | 0:28–0:42 | Terminal: start API | Run `uv run uvicorn backend.main:app --reload`; show the no-key fixture mode. |
 | 0:42–1:00 | `/health` and `/briefing` | Show the live reviewed briefing after confirming the deployed version. Point out severity, confidence, citations, and that this is a small bounded four-Insight set—not broad live analysis. |
diff --git a/submission/DRIFT_FREEZE_PLAN.md b/submission/DRIFT_FREEZE_PLAN.md
new file mode 100644
index 0000000..d49b7bb
--- /dev/null
+++ b/submission/DRIFT_FREEZE_PLAN.md
@@ -0,0 +1,458 @@
+# DRIFT — FREEZE PLAN
+## OpenAI Build Week 2026 (Developer Tools)
+
+> Frozen execution plan.
+>
+> Goal: maximize judging score while avoiding unnecessary feature creep.
+
+---
+
+# Philosophy
+
+The repository is already a strong engineering project.
+
+The remaining work is **not** "adding more AI."
+
+The remaining work is making judges immediately understand:
+
+- why DRIFT exists,
+- why OpenAI is essential,
+- why developers would actually use it.
+
+Everything below is prioritized for maximum judging impact.
+
+---
+
+# Final Score Matrix
+
+| Category | Current | Target | Status |
+|-----------|---------|--------|--------|
+| Problem Selection | 9.6 | 10 | ⬜ |
+| Innovation | 9.3 | 10 | ⬜ |
+| OpenAI Integration | 8.8 | 10 | ⬜ |
+| Technical Difficulty | 9.8 | 10 | ⬜ |
+| Engineering Quality | 9.8 | 10 | ⬜ |
+| Documentation | 9.8 | 10 | ⬜ |
+| Architecture | 9.8 | 10 | ⬜ |
+| Safety & Trust | 9.7 | 10 | ⬜ |
+| UX | 8.3 | 10 | ⬜ |
+| Demo | 8.2 | 10 | ⬜ |
+| Submission Quality | 9.0 | 10 | ⬜ |
+| OSS Readiness | 9.9 | 10 | ⬜ |
+
+---
+
+# Priority 1 (Mandatory)
+
+## 1. Produce a world-class demo
+
+Target:
+10/10
+
+The first 60 seconds should answer:
+
+> Why should I care?
+
+Structure:
+
+1. Developer problem
+2. Real upstream release
+3. Ask DRIFT
+4. Grounded answer
+5. Citations
+6. Impact analysis
+7. Recommendation
+
+No architecture yet.
+
+Only value.
+
+---
+
+## 2. Make OpenAI indispensable
+
+Judges should conclude:
+
+> This could not reasonably exist without modern reasoning models.
+
+Demonstrate:
+
+- synthesis
+- evidence comparison
+- ambiguity handling
+- grounded responses
+- verification
+
+Avoid describing DRIFT as:
+
+"AI summarizer"
+
+Instead:
+
+"Grounded release intelligence."
+
+---
+
+## 3. Improve UX
+
+Current:
+
+Engineering-first.
+
+Target:
+
+Developer-first.
+
+Examples:
+
+Instead of
+
+"What changed?"
+
+Use
+
+"Will upgrading CUDA break my stack?"
+
+Instead of
+
+"Summarize releases"
+
+Use
+
+"Do I need to care?"
+
+---
+
+## 4. End-to-end workflow
+
+One complete story:
+
+Source release
+
+↓
+
+Evidence ingestion
+
+↓
+
+Verification
+
+↓
+
+Storage
+
+↓
+
+Grounded reasoning
+
+↓
+
+Developer answer
+
+↓
+
+Action recommendation
+
+---
+
+# Priority 2 (Strongly Recommended)
+
+## MCP Integration
+
+Add MCP only if it creates new capability.
+
+Good architecture:
+
+```
+Cursor
+
+↓
+
+MCP
+
+↓
+
+DRIFT
+
+↓
+
+Verified Release Intelligence
+
+↓
+
+Grounded Response
+```
+
+Supported clients:
+
+- Cursor
+- Claude Desktop
+- VS Code
+- Windsurf
+- Any MCP-compatible agent
+
+Example:
+
+Developer:
+
+> Did CUDA 13 break vLLM?
+
+MCP
+
+↓
+
+DRIFT
+
+↓
+
+Returns:
+
+- evidence
+- citations
+- impact
+- migration notes
+- confidence
+
+This is valuable.
+
+Simply exposing DRIFT through MCP is not.
+
+The MCP layer should unlock new workflows.
+
+---
+
+## Tool Calling
+
+Expose tools such as:
+
+- search releases
+- compare versions
+- summarize impact
+- dependency lookup
+- cite evidence
+- timeline
+
+These naturally map to MCP tools.
+
+---
+
+## Better User Stories
+
+Create several polished examples.
+
+Examples:
+
+- CUDA upgrade
+- PyTorch release
+- NeMo release
+- TensorRT release
+- vLLM release
+
+---
+
+# Priority 3 (Nice to Have)
+
+## Evaluation
+
+Include measurable quality.
+
+Examples:
+
+- grounding rate
+- citation coverage
+- verifier pass rate
+- unsupported claim rate
+- retrieval latency
+
+Even simple metrics improve credibility.
+
+---
+
+## Screenshots
+
+Include:
+
+- Home
+- Search
+- Chat
+- Timeline
+- Evidence
+- Architecture
+
+---
+
+## GIFs
+
+Short animations:
+
+- ingestion
+- search
+- grounded answer
+
+---
+
+## Landing Page Polish
+
+One sentence.
+
+One screenshot.
+
+One animation.
+
+No long paragraphs above the fold.
+
+---
+
+# Demo Script
+
+Target:
+
+3–4 minutes
+
+Minute 1
+
+Problem.
+
+Minute 2
+
+Live workflow.
+
+Minute 3
+
+Architecture.
+
+Minute 4
+
+Future vision.
+
+Never reverse this order.
+
+---
+
+# Things NOT To Add
+
+Avoid feature creep.
+
+Do NOT add:
+
+- another LLM
+- multi-provider support
+- autonomous agents
+- unnecessary RAG
+- unrelated dashboards
+- blockchain
+- crypto
+- gamification
+
+Every feature should answer:
+
+"Does this improve developer release intelligence?"
+
+If not,
+
+don't build it.
+
+---
+
+# Frozen Feature List
+
+Core
+
+✅ Release ingestion
+
+✅ Verification
+
+✅ Grounded chat
+
+✅ Citations
+
+✅ Review gate
+
+✅ Evidence database
+
+✅ Release timeline
+
+Stretch
+
+✅ MCP Server
+
+✅ Tool Calling
+
+✅ IDE Integration
+
+---
+
+# Submission Checklist
+
+## Repository
+
+- [ ] README complete
+- [ ] Architecture diagrams
+- [ ] Screenshots
+- [ ] Demo GIFs
+- [ ] Installation tested
+- [ ] CI passing
+- [ ] License
+- [ ] Security policy
+- [ ] Contributing guide
+
+---
+
+## Demo
+
+- [ ] Recorded
+- [ ] Audio clean
+- [ ] 1080p
+- [ ] Under time limit
+- [ ] Shows OpenAI reasoning
+- [ ] Shows citations
+- [ ] Shows verification
+- [ ] Shows developer workflow
+
+---
+
+## Devpost
+
+- [ ] Compelling title
+- [ ] Clear one-line tagline
+- [ ] Problem statement
+- [ ] Why OpenAI
+- [ ] Architecture
+- [ ] Challenges
+- [ ] Future work
+- [ ] GitHub
+- [ ] Video
+- [ ] Screenshots
+
+---
+
+# Final Definition of Done
+
+A judge should finish the demo thinking:
+
+> "I immediately understand the problem."
+
+> "The AI is doing something genuinely useful."
+
+> "The engineering is exceptional."
+
+> "I could use this tomorrow."
+
+> "This deserves to be among the strongest Developer Tools submissions."
+
+---
+
+# Final Rule
+
+From this point onward:
+
+Every new commit must satisfy at least one of these:
+
+1. Improves developer value.
+2. Improves OpenAI reasoning.
+3. Improves demo quality.
+4. Improves judging clarity.
+
+If it satisfies none of them,
+
+do not build it.
\ No newline at end of file
diff --git a/submission/NEXT_STEPS.md b/submission/NEXT_STEPS.md
index 328889f..a6288ff 100644
--- a/submission/NEXT_STEPS.md
+++ b/submission/NEXT_STEPS.md
@@ -5,9 +5,11 @@
 release and submission work only; do P2 polish by hand where possible.
 **OpenAI API budget (separate from Codex credits):** capture runs and hosted smoke tests draw on the `drift` project key, bounded by `DRIFT_MAX_SPEND_USD=10`. That is enough for several capture runs; do not raise the cap.
 
-Audit verdict: hosted `v0.7.0` is verified (149 tests and 100% backend
-coverage), including evidence-byte integrity, public review-note redaction, and
-the ten-item frontend request. Railway `/health`/`/docs`, Vercel CORS,
+Audit verdict: hosted `v0.7.0` is verified; the `v0.8.0` source release has
+150 tests and 100% backend coverage, verifiable synthetic fixture evidence, and
+the grounded Ask DRIFT UI, but must not be called hosted until deployment is
+observed. `v0.7.0` includes evidence-byte integrity, public review-note
+redaction, and the ten-item frontend request. Railway `/health`/`/docs`, Vercel CORS,
 `/briefing` (four records with no review notes), `/openapi.json` (no review-note
 field), and the deployed Vercel bundle were checked on 2026-07-16. The
 reviewed-output blocker is cleared; the demo video remains the final submission
@@ -61,24 +63,19 @@ blocker.
 
 ### 4. Restructure README top (Potential Impact / first impression)
 - [x] First screen: problem → what DRIFT does → live demo links (now showing real
-      content) → 60-second judge path (`docker compose up` + hosted URLs). Added a
-      **Try DRIFT in 60 Seconds** block and embedded the reviewed-briefing and
-      claim-evidence screenshots as live-state evidence.
+      content) → 60-second judge path (`docker compose up` + hosted URLs).
 - [x] Move the boundary/disclaimer material lower and reframe it as the trust
       model — "release notes are untrusted input; every claim carries a frozen
       source span, a separate verifier pass, and a human review gate" — not as
-      an apology. (Renamed the closing **Disclaimer** section to **Trust Model**.)
+      an apology.
 - [x] Keep the Codex/GPT-5.6 usage section prominent (judges are told to look for it).
 
-### 5. Add a minimal chat/search box to the frontend (Design)
-- [x] One component against the existing `/search` + `/chat` endpoints; show the
-      grounded answer with citations. This is the single biggest demo-video uplift.
-      Added `frontend/app/AskDrift.tsx` (**Ask DRIFT**): posts to `/chat`, renders
-      the grounded answer, source citations, model label, and grounded insight IDs,
-      with loading / no-match (404) / error states. Contract verified against the
-      fixture backend; frontend build passes.
-- [ ] If credits run short, cut this before cutting anything in P0. (Not needed;
-      built by hand without spending Codex credits.)
+### 5. Add a minimal grounded-chat box to the frontend (Design)
+- [x] One component (`AskDrift`) against the retrieve-first `/chat` endpoint;
+      shows the grounded answer with source citations. The separate `/search`
+      endpoint remains available in the API rather than duplicating live
+      retrieval in the browser. This is the single biggest demo-video uplift.
+- [x] If credits run short, cut this before cutting anything in P0.
 
 ### 6. Cross-platform judge path
 - [x] Add bash/curl equivalents beside every PowerShell command in Quick Start
@@ -89,16 +86,21 @@ blocker.
 
 ## P2 — Polish (Jul 20). Hand-edit; do not spend Codex credits here.
 
-- [x] README quality result — updated to 149 tests after a verified pytest run.
+- [x] README quality result — updated to 150 tests after a verified pytest run.
 - [x] README clone URL — replaced `git clone <DRIFT-GITHUB-URL>` with:
       `https://github.com/iarjunganesh/drift.git`.
 - [x] Scrubbed `bankers-wrapped` references from public surfaces:
       `backend/main.py` docstring, `.env.example`, `docs/CODEX_PROMPTS.md` intro.
-- [ ] Give the 3 fixture records `claims` arrays so the "Inspect claim evidence"
+- [x] Give the 3 fixture records `claims` arrays so the "Inspect claim evidence"
       panel renders in no-key mode; retitle them to read like realistic examples
-      (still labelled fixtures).
-- [ ] Enable branch protection requiring the CI quality gate.
-- [ ] Confirm the Codecov `pytest` upload appears on the dashboard.
+      (still labelled fixtures), then backed them with checked-in synthetic
+      source text and an integrity regression test. Validated against the
+      `Insight` model; 150 tests still pass at 100% coverage.
+- [x] Enable branch protection requiring the CI quality gate (main: 5 required
+      checks — Ruff lint, Mypy type check, Tests and coverage, Frontend build,
+      Documentation hygiene; strict up-to-date; admins retain bypass).
+- [x] Confirm the Codecov `pytest` upload appears on the dashboard (tokenless
+      OIDC upload queued and processed; repo and `flag=pytest` badges both 100%).
 
 ---
 
@@ -109,7 +111,7 @@ blocker.
 - [ ] Video URL: final public YouTube link.
 - [ ] Repo URL: `https://github.com/iarjunganesh/drift` (public, MIT — already verified).
 - [ ] Primary `/feedback` Session ID: `019f62b9-10b7-7d82-a463-e6eb1192141c`
-      (all 9 initiative IDs stay documented in README/`docs/INITIATIVES.md`).
+      (all 10 initiative IDs stay documented in README/`docs/INITIATIVES.md`).
 - [ ] Judge testing path: hosted frontend + API links, plus `docker compose up`.
 - [ ] Re-run the "Do not claim until verified" checklist in `SUBMISSION.md` —
       after P0 lands, most of those claims become safely claimable.
diff --git a/submission/SUBMISSION.md b/submission/SUBMISSION.md
index 5d25a82..ae218c3 100644
--- a/submission/SUBMISSION.md
+++ b/submission/SUBMISSION.md
@@ -19,6 +19,8 @@
         `019f6773-0e96-7363-9657-0e0531c3d594`
       - Submission audit and frontend evidence presentation:
         `019f6a46-e3eb-7de2-81b1-91515ae80043`
+      - Reviewed-evidence hardening, hosted verification, and `v0.8.0` source release:
+        `019f6a78-6fa2-7121-9059-85ac8ceb9904`
 - [x] Use `019f62b9-10b7-7d82-a463-e6eb1192141c` as the primary `/feedback`
       Session ID if the Devpost form accepts only one.
 - [x] Implement local claim-level evidence, separate verification, and
diff --git a/tests/integration/test_api.py b/tests/integration/test_api.py
index 00a66b9..b8c9115 100644
--- a/tests/integration/test_api.py
+++ b/tests/integration/test_api.py
@@ -39,7 +39,7 @@ def test_health_and_briefing(api_client) -> None:
     root = api_client.get("/")
     health = api_client.get("/health")
 
-    assert health.json()["version"] == "0.7.0"
+    assert health.json()["version"] == "0.8.0"
     briefing = api_client.get("/briefing")
 
     assert root.status_code == 200
diff --git a/tests/unit/test_fixture_evidence.py b/tests/unit/test_fixture_evidence.py
new file mode 100644
index 0000000..29049d5
--- /dev/null
+++ b/tests/unit/test_fixture_evidence.py
@@ -0,0 +1,42 @@
+"""Keep the no-key example claims as inspectable as their live counterparts."""
+
+import json
+from hashlib import sha256
+from pathlib import Path
+
+from backend.models.schema import Insight
+
+_FIXTURE_PATH = Path("backend/fixtures/insights.json")
+_SOURCE_DIRECTORY = Path("backend/fixtures/source_evidence")
+_SOURCE_URL_PREFIX = (
+    "https://github.com/iarjunganesh/drift/blob/v0.8.0/"
+    "backend/fixtures/source_evidence/"
+)
+
+
+def test_fixture_claim_evidence_matches_frozen_synthetic_sources() -> None:
+    """Fixture evidence is exact, shared per raw item, and never upstream data."""
+    insights = [
+        Insight.model_validate(item)
+        for item in json.loads(_FIXTURE_PATH.read_text(encoding="utf-8"))
+    ]
+    source_texts = {
+        int(path.stem): path.read_bytes().decode("utf-8")
+        for path in _SOURCE_DIRECTORY.glob("*.txt")
+    }
+
+    referenced_raw_item_ids = set()
+    for insight in insights:
+        for claim in insight.claims:
+            for evidence in claim.evidence:
+                source_text = source_texts[evidence.raw_item_id]
+                expected_url = f"{_SOURCE_URL_PREFIX}{evidence.raw_item_id}.txt"
+
+                referenced_raw_item_ids.add(evidence.raw_item_id)
+                assert evidence.raw_item_id in insight.raw_item_ids
+                assert evidence.source_url == expected_url
+                assert evidence.source_url in insight.source_citations
+                assert evidence.source_sha256 == sha256(source_text.encode("utf-8")).hexdigest()
+                assert source_text[evidence.start_char : evidence.end_char] == evidence.excerpt
+
+    assert set(source_texts) == referenced_raw_item_ids
diff --git a/uv.lock b/uv.lock
index cf39498..1e64e78 100644
--- a/uv.lock
+++ b/uv.lock
@@ -213,7 +213,7 @@ wheels = [
 
 [[package]]
 name = "drift-release-intelligence"
-version = "0.7.0"
+version = "0.8.0"
 source = { editable = "." }
 dependencies = [
     { name = "alembic" },