From 9ebeae1537196024931f4d501ec122d1ad750589 Mon Sep 17 00:00:00 2001
From: chaitanyagiri <girichaitanya11@gmail.com>
Date: Sun, 18 Oct 2026 09:53:27 +0530
Subject: [PATCH] seo-engine: day 21 AM, brief for 18 Oct 2026 (Sunday)

agent-tools-today-2026-10-18: daily brief, one scene (REA against LeanREA context tokens). Gate pass; fact review fail on seven qualifiers, fixed, second check pass.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 blog/src/_data/media.json                     |  12 +
 .../agent-tools-today-2026-10-18/motion.css   |  13 +
 .../agent-tools-today-2026-10-18/motion.js    | 156 ++++++++
 .../agent-tools-today-2026-10-18/today.png    | Bin 0 -> 130540 bytes
 .../src/posts/agent-tools-today-2026-10-18.md |  57 +++
 .../agent-tools-today-2026-10-03/index.html   |  32 +-
 .../agent-tools-today-2026-10-04/index.html   |  32 +-
 .../agent-tools-today-2026-10-05/index.html   |  32 +-
 .../agent-tools-today-2026-10-06/index.html   |  32 +-
 .../agent-tools-today-2026-10-07/index.html   |  32 +-
 .../agent-tools-today-2026-10-08/index.html   |  32 +-
 .../agent-tools-today-2026-10-09/index.html   |  32 +-
 .../agent-tools-today-2026-10-10/index.html   |  32 +-
 .../agent-tools-today-2026-10-11/index.html   |  32 +-
 .../agent-tools-today-2026-10-12/index.html   |  32 +-
 .../agent-tools-today-2026-10-13/index.html   |  32 +-
 .../agent-tools-today-2026-10-15/index.html   |  32 +-
 .../agent-tools-today-2026-10-16/index.html   |  30 +-
 .../agent-tools-today-2026-10-17/index.html   |  34 +-
 .../agent-tools-today-2026-10-18/index.html   | 349 ++++++++++++++++++
 .../agent-tools-today-2026-10-18/motion.css   |  13 +
 .../agent-tools-today-2026-10-18/motion.js    | 156 ++++++++
 .../agent-tools-today-2026-10-18/today.png    | Bin 0 -> 130540 bytes
 docs/blog/feed.xml                            |  18 +-
 docs/blog/index.html                          |  44 ++-
 docs/blog/tags/claude-code/index.html         |  18 +-
 docs/blog/tags/daily-brief/index.html         |  18 +-
 docs/blog/tags/mcp/index.html                 |  18 +-
 docs/blog/tags/open-source/index.html         |  18 +-
 docs/blog/topics/comparisons/index.html       |   2 +-
 docs/blog/topics/concepts/index.html          |   2 +-
 docs/blog/topics/guides/index.html            |   2 +-
 docs/blog/topics/index.html                   |  14 +-
 docs/blog/topics/internals/index.html         |   2 +-
 docs/blog/topics/memory/index.html            |   2 +-
 docs/blog/topics/news/index.html              |  18 +-
 docs/blog/topics/orchestration/index.html     |   2 +-
 docs/blog/topics/story/index.html             |   2 +-
 docs/blog/topics/use-cases/index.html         |   2 +-
 docs/llms.txt                                 |   3 +-
 docs/sitemap.xml                              |   8 +-
 41 files changed, 1128 insertions(+), 269 deletions(-)
 create mode 100644 blog/src/assets/media/agent-tools-today-2026-10-18/motion.css
 create mode 100644 blog/src/assets/media/agent-tools-today-2026-10-18/motion.js
 create mode 100644 blog/src/assets/media/agent-tools-today-2026-10-18/today.png
 create mode 100644 blog/src/posts/agent-tools-today-2026-10-18.md
 create mode 100644 docs/blog/agent-tools-today-2026-10-18/index.html
 create mode 100644 docs/blog/assets/media/agent-tools-today-2026-10-18/motion.css
 create mode 100644 docs/blog/assets/media/agent-tools-today-2026-10-18/motion.js
 create mode 100644 docs/blog/assets/media/agent-tools-today-2026-10-18/today.png

diff --git a/blog/src/_data/media.json b/blog/src/_data/media.json
index e4489ddb51..c443a2a091 100644
--- a/blog/src/_data/media.json
+++ b/blog/src/_data/media.json
@@ -4990,6 +4990,18 @@
     "inline": {},
     "youtube": []
   },
+  "agent-tools-today-2026-10-18": {
+    "title": "Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory",
+    "category": "news",
+    "hero": {
+      "file": "assets/media/agent-tools-today/hero.png",
+      "alt": "Hand drawn sketch: a front page with five numbered lines, a clock, and a yellow character reading it out",
+      "prompt": "Series hero for the Agent Tools Today daily brief, drawn in code (media-src/topic-tiles.html?t=news). Reused by every brief.",
+      "status": "ready"
+    },
+    "inline": {},
+    "youtube": []
+  },
   "what-is-roo-code": {
     "title": "What Is Roo Code? The Archived VS Code Agent, Explained",
     "category": "concepts",
diff --git a/blog/src/assets/media/agent-tools-today-2026-10-18/motion.css b/blog/src/assets/media/agent-tools-today-2026-10-18/motion.css
new file mode 100644
index 0000000000..c6bc68a504
--- /dev/null
+++ b/blog/src/assets/media/agent-tools-today-2026-10-18/motion.css
@@ -0,0 +1,13 @@
+/* Bright coded scenes for "Agent tools today, 18 Oct 2026". Pairs with motion.js. */
+.prose figure.mg { margin: 42px 0; }
+.prose figure.mg img, .mg .mg-svg { display: block; width: 100%; height: auto; border: 1px solid #1A1320; border-radius: 18px; background: #fff; }
+.mg figcaption { font: 500 13px/1.5 "Space Grotesk", system-ui, sans-serif; color: #6B5878; padding-top: 10px; text-align: center; }
+.mg .mg-svg { touch-action: manipulation; -webkit-tap-highlight-color: transparent; }
+.mg .mg-svg text { -webkit-user-select: none; user-select: none; pointer-events: none; }
+.mg .mg-hit { cursor: pointer; outline: none; }
+.mg [role="slider"] { cursor: grab; touch-action: none; }
+.mg .mg-ring { stroke-opacity: 0; transition: stroke-opacity 0.15s; }
+.mg .mg-hit:focus-visible .mg-ring { stroke-opacity: 1; }
+.mg [role="slider"]:focus-visible circle:nth-child(2) { stroke-width: 5; }
+@media (hover: hover) { .mg .mg-hit:hover .mg-ring { stroke-opacity: 0.5; } }
+@media (prefers-reduced-motion: reduce) { .mg .mg-ring { transition: none; } }
diff --git a/blog/src/assets/media/agent-tools-today-2026-10-18/motion.js b/blog/src/assets/media/agent-tools-today-2026-10-18/motion.js
new file mode 100644
index 0000000000..65078c9b60
--- /dev/null
+++ b/blog/src/assets/media/agent-tools-today-2026-10-18/motion.js
@@ -0,0 +1,156 @@
+/* Bright coded scenes for "Agent tools today, 18 Oct 2026". Vanilla JS, no library.
+   <figure class="mg" data-scene="NAME"> holds a still image; this script swaps in a live SVG.
+   Plays only in view, honours reduced motion, "?mgstill" freezes each scene on its still frame. */
+(() => {
+  const NS = "http://www.w3.org/2000/svg";
+  const INK = "#1A1320", YEL = "#FFCA54", BLUE = "#6C8EF5", LIL = "#B69CFF", MINT = "#7FD8AE", SKY = "#9AD8FF", SOFT = "#F1ECF9", MUTE = "#7A6A88";
+  const SANS = '"Space Grotesk", system-ui, sans-serif', MONO = '"JetBrains Mono", ui-monospace, monospace';
+  const el = (t, a = {}, p) => { const n = document.createElementNS(NS, t); for (const k in a) n.setAttribute(k, a[k]); if (p) p.appendChild(n); return n; };
+  const txt = (p, x, y, s, a = {}) => { const n = el("text", Object.assign({ x, y, "font-family": SANS, "font-size": 24, "font-weight": 600, fill: INK }, a), p); n.textContent = s; return n; };
+  const cl = (v, a = 0, b = 1) => Math.max(a, Math.min(b, v));
+  const seg = (t, a, b) => cl((t - a) / (b - a));
+  const oc = (x) => 1 - Math.pow(1 - x, 3);
+  const ob = (x) => { const c = 1.70158; return 1 + (c + 1) * Math.pow(x - 1, 3) + c * Math.pow(x - 1, 2); };
+  const io = (x) => (x < 0.5 ? 4 * x * x * x : 1 - Math.pow(-2 * x + 2, 3) / 2);
+  const tf = (n, x, y, s = 1, r = 0) => n.setAttribute("transform", `translate(${x} ${y}) rotate(${r}) scale(${s})`);
+  const button = (g, label, fn) => {
+    g.setAttribute("role", "button"); g.setAttribute("tabindex", "0"); g.setAttribute("aria-label", label); g.classList.add("mg-hit");
+    g.addEventListener("click", fn);
+    g.addEventListener("keydown", (e) => { if (e.key === "Enter" || e.key === " ") { e.preventDefault(); fn(); } });
+  };
+
+  const SC = {};
+
+  /* ---- a backpack stuffed with tool cards beside one small index card, each with a counter that rolls up ---- */
+  SC.today = {
+    dur: 11, still: 8,
+    build(svg, api) {
+      el("path", { d: "M60 414 H740", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, svg);
+
+      /* the backpack: back panel, dark opening, tool cards, then the front body that hides their lower half */
+      const PX = 230, PB = 412;
+      const pack = el("g", {}, svg);
+      el("rect", { x: 100, y: 98, width: 260, height: 324, rx: 28, fill: "#fff", "fill-opacity": 0, stroke: BLUE, "stroke-width": 3, class: "mg-ring" }, pack);
+      [112, 326].forEach((x) => el("rect", { x, y: 300, width: 22, height: 82, rx: 10, fill: LIL, stroke: INK, "stroke-width": 3 }, pack));
+      el("rect", { x: 138, y: 180, width: 184, height: 150, rx: 42, fill: BLUE, stroke: INK, "stroke-width": 3 }, pack);
+      el("ellipse", { cx: PX, cy: 216, rx: 88, ry: 14, fill: INK }, pack);
+      const layer = el("g", {}, pack);
+      const POS = [
+        [150, 150, -18], [173, 132, -11], [197, 120, -5], [220, 112, 0], [243, 116, 4], [266, 124, 9], [289, 136, 14], [311, 154, 20],
+        [162, 172, -14], [186, 160, -7], [208, 152, -2], [232, 150, 3], [255, 156, 7], [279, 166, 12], [300, 180, 17], [196, 190, -3],
+      ];
+      const ORDER = [3, 10, 0, 13, 6, 9, 1, 14, 4, 11, 7, 8, 2, 12, 5, 15];
+      const CC = [YEL, MINT, LIL, SKY, "#fff", SOFT];
+      const cards = POS.map(([x, y, r], i) => {
+        const g = el("g", { opacity: 0 }, layer);
+        el("rect", { x: -20, y: 0, width: 40, height: 124, rx: 7, fill: CC[i % CC.length], stroke: INK, "stroke-width": 2.5 }, g);
+        el("rect", { x: -12, y: 12, width: 24, height: 4, rx: 2, fill: INK, opacity: 0.6 }, g);
+        el("rect", { x: -12, y: 22, width: 14, height: 4, rx: 2, fill: INK, opacity: 0.3 }, g);
+        return { g, x, y, r, i, s: 0.2 + ORDER.indexOf(i) * 0.15 };
+      });
+      el("path", { d: "M128 222 Q230 240 332 222 L334 374 Q334 412 296 412 L164 412 Q126 412 126 374 Z", fill: BLUE, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, pack);
+      el("path", { d: "M140 248 Q230 264 320 248", fill: "none", stroke: INK, "stroke-width": 2, opacity: 0.35, "stroke-dasharray": "7 7", "stroke-linecap": "round" }, pack);
+      el("rect", { x: 162, y: 298, width: 136, height: 86, rx: 22, fill: SKY, stroke: INK, "stroke-width": 3 }, pack);
+      el("path", { d: "M180 322 H280", stroke: INK, "stroke-width": 2.5, "stroke-linecap": "round" }, pack);
+      el("rect", { x: 262, y: 322, width: 10, height: 18, rx: 4, fill: YEL, stroke: INK, "stroke-width": 2 }, pack);
+
+      /* one small index card with a few ruled lines */
+      const IX = 570;
+      const card = el("g", { opacity: 0 }, svg);
+      el("rect", { x: -80, y: -104, width: 160, height: 104, rx: 8, fill: SOFT, stroke: INK, "stroke-width": 3 }, card);
+      el("rect", { x: -64, y: -86, width: 128, height: 4, rx: 2, fill: BLUE }, card);
+      [[-70, 92, 0.75], [-54, 120, 0.4], [-38, 108, 0.4], [-22, 72, 0.4]].forEach(([y, w, o]) => el("rect", { x: -64, y, width: w, height: 5, rx: 2.5, fill: INK, opacity: o }, card));
+
+      /* names under each, then a counter that rolls up the context it costs */
+      [[PX, "REA", "207 tools"], [IX, "LeanREA", "one SKILL.md"]].forEach(([x, a, b]) => {
+        txt(svg, x, 458, a, { "text-anchor": "middle", "font-size": 34, "font-weight": 700 });
+        txt(svg, x, 488, b, { "text-anchor": "middle", "font-size": 20, "font-weight": 600, fill: MUTE });
+      });
+      const counters = [[PX, YEL, 400.7, 3.2, 6.4], [IX, MINT, 34.5, 3.2, 4.4]].map(([x, c, v, a, b]) => {
+        const g = el("g", { opacity: 0 }, svg);
+        el("rect", { x: x - 140, y: 506, width: 280, height: 54, rx: 27, fill: c, stroke: INK, "stroke-width": 3 }, g);
+        const n = txt(g, x, 543, "0.0k tokens", { "text-anchor": "middle", "font-family": MONO, "font-size": 28, "font-weight": 700 });
+        return { g, n, x, v, a, b };
+      });
+      const sparks = [[478, 262, YEL], [668, 286, MINT], [636, 222, LIL]].map(([x, y, c], i) => {
+        const g = el("g", { opacity: 0 }, svg);
+        el("path", { d: "M0 -14 Q0 0 14 0 Q0 0 0 14 Q0 0 -14 0 Q0 0 0 -14 Z", fill: c, stroke: INK, "stroke-width": 2.5, "stroke-linejoin": "round" }, g);
+        return { g, x, y, i };
+      });
+      /* the title goes on top so falling cards pass behind it */
+      txt(svg, 400, 66, "Context with every tool loaded", { "text-anchor": "middle", "font-size": 32, "font-weight": 700 });
+
+      let last = 0, kick = -99;
+      button(pack, "Shake the backpack and drop the tools in again", () => { kick = api.now(); api.seek(cl(last, 3.4, 7)); });
+      return (t, now = 0) => {
+        last = t;
+        const out = 1 - io(seg(t, 10.2, 10.8));
+        /* a tap ejects the cards, then drops them back in, while the pack wobbles */
+        const lt = now - kick, re = lt >= 0 && lt < 2.7;
+        const dt = re ? (lt - 0.3) * 1.35 : t;
+        const ej = re && lt < 0.3 ? oc(lt / 0.3) : -1;
+        let sq = 0;
+        cards.forEach((c) => {
+          if (ej >= 0) { tf(c.g, c.x, c.y - 120 * ej, 1, c.r); c.g.setAttribute("opacity", 1 - ej); return; }
+          const p = seg(dt, c.s, c.s + 0.55);
+          tf(c.g, c.x, c.y + (1 - ob(p)) * -300, 1, c.r + (1 - p) * (c.i % 2 ? 26 : -26));
+          c.g.setAttribute("opacity", p > 0 ? out : 0);
+          const b = seg(dt, c.s + 0.2, c.s + 0.4);
+          if (b > 0 && b < 1) sq += Math.sin(Math.PI * b);
+        });
+        const w = re ? 8 * Math.sin(lt * 15) * Math.exp(-lt * 2.8) : 0;
+        const sy = 1 - 0.03 * Math.min(sq, 1.5), sx = 1 + 0.02 * Math.min(sq, 1.5);
+        pack.setAttribute("transform", `translate(${PX} ${PB}) rotate(${w}) scale(${sx} ${sy}) translate(${-PX} ${-PB})`);
+
+        /* the index card floats down like paper and settles with a small hop */
+        const p = seg(t, 0.9, 2.2), hop = seg(t, 2.2, 2.5);
+        const cy = 410 - 380 * (1 - oc(p)) - 8 * Math.sin(Math.PI * hop);
+        tf(card, IX + 30 * Math.sin(p * Math.PI * 3) * (1 - p), cy, 1, -3 + 16 * Math.sin(p * Math.PI * 3 + 0.6) * (1 - p));
+        card.setAttribute("opacity", p > 0 ? out : 0);
+
+        counters.forEach((k) => {
+          const s = ob(seg(t, 2.8, 3.2));
+          k.g.setAttribute("transform", `translate(${k.x} 533) scale(${cl(s, 0, 1.15)}) translate(${-k.x} -533)`);
+          k.g.setAttribute("opacity", (s > 0.01 ? 1 : 0) * out);
+          k.n.textContent = `${(k.v * oc(seg(t, k.a, k.b))).toFixed(1)}k tokens`;
+        });
+        sparks.forEach((w) => {
+          const s = seg(t, 4.4 + w.i * 0.2, 4.8 + w.i * 0.2) * out;
+          tf(w.g, w.x, w.y, ob(s) * (0.85 + 0.15 * Math.sin(t * 2.4 + w.i)), 14 * Math.sin(t + w.i));
+          w.g.setAttribute("opacity", s <= 0 ? 0 : 1);
+        });
+      };
+    },
+  };
+
+  /* ---- player ---- */
+  const q = new URLSearchParams(location.search), frozen = q.has("mgstill"), fixed = parseFloat(q.get("mgstill"));
+  const calm = matchMedia("(prefers-reduced-motion: reduce)").matches;
+  const mount = (fig) => {
+    const sc = SC[fig.dataset.scene], img = fig.querySelector("img"); if (!sc || !img) return;
+    const W = sc.w || 800, H = sc.h || 600;
+    const svg = el("svg", { viewBox: `0 0 ${W} ${H}`, class: "mg-svg", role: "group", "aria-label": img.alt || "" });
+    svg.style.aspectRatio = `${W} / ${H}`;
+    el("rect", { width: W, height: H, fill: "#fff" }, svg);
+    img.replaceWith(svg);
+    let off = 0, raf = 0, seen = false, held = calm;
+    const base = performance.now(), clock = () => (performance.now() - base) / 1000;
+    let draw = () => {};
+    const frame = () => { const now = clock(); draw(held ? sc.still : (((now + off) % sc.dur) + sc.dur) % sc.dur, now); };
+    const tick = () => { cancelAnimationFrame(raf); frame(); if (seen && !held) raf = requestAnimationFrame(tick); };
+    const api = { now: clock, seek: (s) => { off = s - clock(); held = false; tick(); }, poke: () => { held = false; tick(); } };
+    draw = sc.build(svg, api);
+    if (frozen) { draw(isNaN(fixed) ? sc.still : fixed, 0); return; }
+    new IntersectionObserver(([e]) => {
+      seen = e.isIntersecting;
+      if (seen) { tick(); if (!fig.dataset.sent && window.posthog) { fig.dataset.sent = 1; window.posthog.capture("blog_scene_view", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } }
+      else cancelAnimationFrame(raf);
+    }, { threshold: 0.25 }).observe(fig);
+    svg.addEventListener("click", () => { if (!fig.dataset.hit && window.posthog) { fig.dataset.hit = 1; window.posthog.capture("blog_scene_interact", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } });
+    frame();
+  };
+  const go = () => document.querySelectorAll("figure.mg[data-scene]").forEach(mount);
+  const fonts = document.fonts && document.fonts.load ? Promise.all([document.fonts.load('700 32px "Space Grotesk"'), document.fonts.load('500 20px "Space Grotesk"'), document.fonts.load('700 20px "JetBrains Mono"')]).catch(() => {}) : Promise.resolve();
+  const start = () => fonts.then(go, go);
+  if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", start); else start();
+})();
diff --git a/blog/src/assets/media/agent-tools-today-2026-10-18/today.png b/blog/src/assets/media/agent-tools-today-2026-10-18/today.png
new file mode 100644
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diff --git a/blog/src/posts/agent-tools-today-2026-10-18.md b/blog/src/posts/agent-tools-today-2026-10-18.md
new file mode 100644
index 0000000000..c3deb3201e
--- /dev/null
+++ b/blog/src/posts/agent-tools-today-2026-10-18.md
@@ -0,0 +1,57 @@
+---
+title: "Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory"
+seoTitle: "Agent Tools Today (18 Oct 2026): Launches, Skills, MCP Servers"
+description: "The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source."
+date: 2026-10-18
+category: news
+categoryLabel: News
+type: Non-technical
+series: agent-tools-today
+primaryKeyword: "agent tools today 18 oct 2026"
+secondaryKeywords: ["leanrea", "rea reverse engineer anything", "flux 3 image klein", "hy memory", "orca native chat"]
+tags: ["Daily Brief", "Claude Code", "MCP", "Open Source"]
+---
+
+Agent tools today, 18 Oct 2026, in one line: an 8 KB skill file claims to match a 207 tool MCP server, Black Forest Labs shipped a 5.6B image model with a build for 8 GB graphics cards, and Tencent opened a memory engine for agents. Every number was checked on 18 Oct. The last edition is [17 Oct](/blog/agent-tools-today-2026-10-17/).
+
+[Munder Difflin](https://harnessmd.com/download) is free and open source: a desktop app that runs a team of coding agents such as Claude Code, Codex and Gemini CLI on your own computer. It shipped no release in the last 24 hours, so it is not in the lists below.
+
+<figure class="mg" data-scene="today"><img src="/blog/assets/media/agent-tools-today-2026-10-18/today.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a big backpack stuffed with small tool cards sits next to a single index card. Under the backpack a counter reads 400.7k tokens; under the card a counter reads 34.5k tokens."><figcaption>REA 6.5.0 against LeanREA in context tokens with every tool loaded, from the LeanREA README of 17 Oct 2026.</figcaption></figure>
+
+## Top 3 launches
+
+1. **FLUX 3 Image Klein.** Black Forest Labs wrote on 15 Oct: "Today we are releasing FLUX 3 Image Klein, a 5.6B parameter open weights model" for text to image, editing and up to 10 reference images. The generator weights need "11.2 GB in BF16 and 5.6 GB in FP8", and the INT8 build runs on RTX cards "with as little as 8GB of VRAM". The licence is the FLUX Kommunity License. More than 200 points on Hacker News on 18 Oct. [Source](https://bfl.ai/blog/flux-3-image-klein)
+2. **Hy Memory.** Tencent Hunyuan's repo calls it a "dual-system cognitive memory engine and Python SDK" for agents, with separate pipelines for chat, work and coding. Its desktop and CLI product, MemHub, pulls history from apps you authorise, such as Claude Code, Cursor, Codex and OpenCode, into one local data directory. Created 15 Oct. Apache 2.0, more than 590 stars on 18 Oct. [Source](https://github.com/Tencent-Hunyuan/Hy-Memory)
+3. **MOSS-Image.** OpenMOSS released a 5B parameter base diffusion transformer with base and SFT checkpoints on Hugging Face and a technical report in the repo. Created 16 Oct. Apache 2.0, more than 460 stars on 18 Oct. For yesterday's open weights model from DeepSeek, see [DeepSeek V4.1 Flash 1017](/blog/deepseek-v4-1-flash-1017/). [Source](https://github.com/OpenMOSS/MOSS-Image)
+
+## Top 3 skills, MCP servers and plugins
+
+1. **LeanREA.** "One 8 KB skill file that does what REA does: no MCP server, no 207 tools, no setup." It tells the agent which command line tool to run for each target. In its own test with Claude Code headless and Sonnet 5.5, it reports "38% less wall time, 35% lower cost, 56% fewer turns and 60% fewer tokens, at the same accuracy" against REA, scoring 74 of 75 to REA's 75. Created 17 Oct. MIT, more than 460 stars on 18 Oct. [Source](https://github.com/aicodeking/leanrea)
+2. **REA 6.6.0.** The skill and MCP server LeanREA measures itself against shipped a release on 18 Oct. It adds Kuna, which you install yourself, as a static analysis provider and extends Ghidra analysis "to Windows ARM PE targets and explicit raw m68k images". MIT. [Source](https://github.com/morluto/rea/releases/tag/rea-agents-6.6.0)
+3. **Co-op Anything.** An "MCP server and playbook" that points a coding agent at a game for one player. The README says the agent reverse engineers the game if it has to, "tests it with bots inside the game", and packages the result so friends can install it in one click and join over Steam. Created 16 Oct. MIT, more than 180 stars on 18 Oct. See [MCP and skills in a hive](/blog/mcp-and-skills-in-a-hive/). [Source](https://github.com/cranebeaker/coop-anything)
+
+## Top 3 moves from multi agent tools
+
+1. **Orca v1.4.229.** Published 17 Oct. An experimental native chat shows edits inline, one turn at a time, along with "Claude goals and Codex context usage"; shared skill installation "now supports 20 additional agents". [Source](https://github.com/stablyai/orca/releases/tag/v1.4.229)
+2. **Herdr GPUI v20261016.1.** Published 16 Oct. The native desktop client for Herdr shows "network latency and loss after CPU and memory" in the status bar, lets you reorder devices by dragging, and can destroy a Coder workspace from Settings. It "Requires an existing Herdr daemon". See [Herdr alternatives](/blog/herdr-alternatives/). [Source](https://github.com/penso/herdr-gpui/releases/tag/v20261016.1)
+3. **Ollama v0.40.6.** Published 16 Oct. Four changes: it prevents orphaned runners on Windows, adds the q2_0 tensor and file types to GGUF, launches clef in Ollama's cloud, and uses identifiers for ask mode question keys. See [how to connect Ollama to Claude Code](/blog/how-to-connect-ollama-to-claude-code/). [Source](https://github.com/ollama/ollama/releases/tag/v0.40.6)
+
+## Top 3 rising repos
+
+1. **Handwired.** "Turn your regular JavaScript code into a neural net; no training, exact, yet also fully differentiable!" The README shows if and else, loops and state turned into matrix multiplication over floats. Created 15 Oct. MIT, more than 1,600 stars on 18 Oct. [Source](https://github.com/chenglou/handwired)
+2. **web-ocean.** A real time ocean renderer "written from scratch on WebGPU, with no engine or rendering library". The README says it was built with Claude Code (Opus 5.5), which checked its own renders with headless Chrome screenshots reviewed by separate critic subagents. Created 16 Oct. MIT, more than 510 stars on 18 Oct. [Source](https://github.com/Noniv/web-ocean)
+3. **PS5LM.** "Your PS5 runs the language model. Every device on your network uses it." It runs llama.cpp on a jailbroken console's GPU "with OpenAI and Anthropic APIs". GPL 3.0, more than 500 stars and more than 360 points on Hacker News on 18 Oct. [Source](https://github.com/cobanov/PS5LM)
+
+New repos can gain stars quickly for reasons other than use, so treat these as names to watch, not recommendations.
+
+## Top 3 things people are arguing about
+
+1. **Postgres 19 and AI code review.** The Register reported on 16 Oct that PostgreSQL 19 is now expected "around November 19" and that developers dropped "between eight and 10 significant features". It quotes a leading PostgreSQL committer who says the reverts could be due at least in part to LLM code reviews. More than 210 points on Hacker News on 18 Oct. [Source](https://www.theregister.com/databases/2026/10/16/postgres-19-delayed-after-ai-reviewers-find-more-bugs-than-humans-can-fix/5303471)
+2. **What benchmarks miss.** Mercor's Benchmark Map maps 29 AI benchmarks onto 923 US occupations, and its provisional findings "suggest that 90% of American working hours are spent on tasks with little or no coverage from existing benchmarks". More than 590 points on Hacker News on 18 Oct. [Source](https://www.mercor.com/research/labor-index/benchmark-map/)
+3. **How fast a local model feels.** Llmspeed lets you pick a graphics card or Mac and a model, such as DeepSeek V4.1 Flash or Gemma 4 31B, and see the speed. The site says its numbers are "Estimates for a short prompt on a single device", some measured by the community and the rest derived from similar setups or projected from specs. More than 260 points on Hacker News on 18 Oct. [Source](https://llmspeed.dev/)
+
+## How this list is built
+
+Each day our agents read GitHub releases and new repos, vendor posts and the Hacker News front page about coding agents. A name only makes a list with a link that was opened and a signal that can be shown: points, stars or a dated release. Repos are checked against the GitHub API before they appear, and a claim that exists only as a social post is left out. New here? Start with the [install guide](/blog/how-to-install-and-use-munder-difflin/).
+
+<link rel="stylesheet" href="/blog/assets/media/agent-tools-today-2026-10-18/motion.css"><script defer src="/blog/assets/media/agent-tools-today-2026-10-18/motion.js"></script>
diff --git a/docs/blog/agent-tools-today-2026-10-03/index.html b/docs/blog/agent-tools-today-2026-10-03/index.html
index 3da16694b7..a1a2724fd7 100644
--- a/docs/blog/agent-tools-today-2026-10-03/index.html
+++ b/docs/blog/agent-tools-today-2026-10-03/index.html
@@ -249,6 +249,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -280,22 +296,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-04/index.html b/docs/blog/agent-tools-today-2026-10-04/index.html
index 2727f526ef..fd1ea4b492 100644
--- a/docs/blog/agent-tools-today-2026-10-04/index.html
+++ b/docs/blog/agent-tools-today-2026-10-04/index.html
@@ -248,6 +248,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -279,22 +295,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-05/index.html b/docs/blog/agent-tools-today-2026-10-05/index.html
index af0acef3ad..8a4cd89b42 100644
--- a/docs/blog/agent-tools-today-2026-10-05/index.html
+++ b/docs/blog/agent-tools-today-2026-10-05/index.html
@@ -246,6 +246,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -277,22 +293,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-06/index.html b/docs/blog/agent-tools-today-2026-10-06/index.html
index 0c995df946..cdcf54ab24 100644
--- a/docs/blog/agent-tools-today-2026-10-06/index.html
+++ b/docs/blog/agent-tools-today-2026-10-06/index.html
@@ -247,6 +247,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -278,22 +294,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-07/index.html b/docs/blog/agent-tools-today-2026-10-07/index.html
index 79be03b5a6..468c2bb75f 100644
--- a/docs/blog/agent-tools-today-2026-10-07/index.html
+++ b/docs/blog/agent-tools-today-2026-10-07/index.html
@@ -247,6 +247,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -278,22 +294,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-08/index.html b/docs/blog/agent-tools-today-2026-10-08/index.html
index 38f3e94865..5432cecf2c 100644
--- a/docs/blog/agent-tools-today-2026-10-08/index.html
+++ b/docs/blog/agent-tools-today-2026-10-08/index.html
@@ -246,6 +246,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -277,22 +293,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-09/index.html b/docs/blog/agent-tools-today-2026-10-09/index.html
index abd2bfbbdf..8f2e47f1a1 100644
--- a/docs/blog/agent-tools-today-2026-10-09/index.html
+++ b/docs/blog/agent-tools-today-2026-10-09/index.html
@@ -247,6 +247,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -278,22 +294,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-10/index.html b/docs/blog/agent-tools-today-2026-10-10/index.html
index 517bba34b8..da968b9b58 100644
--- a/docs/blog/agent-tools-today-2026-10-10/index.html
+++ b/docs/blog/agent-tools-today-2026-10-10/index.html
@@ -247,6 +247,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -278,22 +294,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-11/index.html b/docs/blog/agent-tools-today-2026-10-11/index.html
index f785bb4d9d..db016bf4d5 100644
--- a/docs/blog/agent-tools-today-2026-10-11/index.html
+++ b/docs/blog/agent-tools-today-2026-10-11/index.html
@@ -245,6 +245,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -276,22 +292,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-12/index.html b/docs/blog/agent-tools-today-2026-10-12/index.html
index e1336b526d..9e4f574696 100644
--- a/docs/blog/agent-tools-today-2026-10-12/index.html
+++ b/docs/blog/agent-tools-today-2026-10-12/index.html
@@ -243,6 +243,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -274,22 +290,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-13/index.html b/docs/blog/agent-tools-today-2026-10-13/index.html
index 775e5deb19..0318e92f01 100644
--- a/docs/blog/agent-tools-today-2026-10-13/index.html
+++ b/docs/blog/agent-tools-today-2026-10-13/index.html
@@ -243,6 +243,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -274,22 +290,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-15/index.html b/docs/blog/agent-tools-today-2026-10-15/index.html
index ed080c27b3..bf26798826 100644
--- a/docs/blog/agent-tools-today-2026-10-15/index.html
+++ b/docs/blog/agent-tools-today-2026-10-15/index.html
@@ -242,6 +242,22 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -273,22 +289,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-13/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-13">Oct 13, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-13/">Agent Tools Today, 13 Oct 2026: Muse Wonder, GLM-Legal, the Codex Daemon Issue</a></h3>
-    <p class="dek">The top launches, skills and plugins, multi agent moves, rising repos and arguments in coding agents on 13 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-13/" aria-label="Read: Agent Tools Today, 13 Oct 2026: Muse Wonder, GLM-Legal, the Codex Daemon Issue">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-16/index.html b/docs/blog/agent-tools-today-2026-10-16/index.html
index 4fba1a8d75..b784aaf2fc 100644
--- a/docs/blog/agent-tools-today-2026-10-16/index.html
+++ b/docs/blog/agent-tools-today-2026-10-16/index.html
@@ -241,50 +241,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
+      <time datetime="2026-10-18">Oct 18, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-17/">Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 17 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-17/" aria-label="Read: Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-15">Oct 15, 2026</time>
+      <time datetime="2026-10-17">Oct 17, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-17/">Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 17 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-17/" aria-label="Read: Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-13/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-15/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-13">Oct 13, 2026</time>
+      <time datetime="2026-10-15">Oct 15, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-13/">Agent Tools Today, 13 Oct 2026: Muse Wonder, GLM-Legal, the Codex Daemon Issue</a></h3>
-    <p class="dek">The top launches, skills and plugins, multi agent moves, rising repos and arguments in coding agents on 13 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-13/" aria-label="Read: Agent Tools Today, 13 Oct 2026: Muse Wonder, GLM-Legal, the Codex Daemon Issue">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-17/index.html b/docs/blog/agent-tools-today-2026-10-17/index.html
index b1342d879e..35fb336503 100644
--- a/docs/blog/agent-tools-today-2026-10-17/index.html
+++ b/docs/blog/agent-tools-today-2026-10-17/index.html
@@ -234,12 +234,28 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
 
   <footer class="post-foot wrap"><div class="prevnext">
       <a class="pn prev" href="/blog/deepseek-v4-1-flash-1017/"><span class="k">← Older</span><span class="t">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</span></a>
-      <span></span>
+      <a class="pn next" href="/blog/agent-tools-today-2026-10-18/"><span class="k">Newer →</span><span class="t">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</span></a>
     </div>
     <section class="related">
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-16/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -271,22 +287,6 @@ <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-13/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-13">Oct 13, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
-    </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-13/">Agent Tools Today, 13 Oct 2026: Muse Wonder, GLM-Legal, the Codex Daemon Issue</a></h3>
-    <p class="dek">The top launches, skills and plugins, multi agent moves, rising repos and arguments in coding agents on 13 Oct 2026, each with its source.</p>
-    <div class="foot">
-      <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-13/" aria-label="Read: Agent Tools Today, 13 Oct 2026: Muse Wonder, GLM-Legal, the Codex Daemon Issue">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/agent-tools-today-2026-10-18/index.html b/docs/blog/agent-tools-today-2026-10-18/index.html
new file mode 100644
index 0000000000..ffb9459f1c
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+<head>
+<!-- Google tag (gtag.js), Google Ads AW-18388216863. Loaded only when Do Not Track is
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+  window.dataLayer = window.dataLayer || [];
+  function gtag(){ dataLayer.push(arguments); }
+  if (navigator.doNotTrack !== '1') {
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+    gtagScript.src = 'https://www.googletagmanager.com/gtag/js?id=AW-18388216863';
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+    gtag('js', new Date());
+    gtag('config', 'AW-18388216863');
+  }
+</script>
+
+<meta charset="UTF-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0" />
+<title>Agent Tools Today (18 Oct 2026): Launches, Skills, MCP Servers</title>
+<meta name="description" content="The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source." />
+<link rel="canonical" href="https://munderdiffl.in/blog/agent-tools-today-2026-10-18/" />
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+<link rel="icon" type="image/png" href="https://munderdiffl.in/logo.png" />
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+<meta property="og:site_name" content="Munder Difflin Blog" />
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+<meta property="og:title" content="Agent Tools Today (18 Oct 2026): Launches, Skills, MCP Servers" />
+<meta property="og:description" content="The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source." />
+<meta property="og:url" content="https://munderdiffl.in/blog/agent-tools-today-2026-10-18/" />
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+    <h1>Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</h1>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="byline">
+      <span class="av" aria-hidden="true">MD</span>
+      <strong>Chaitanya Giri</strong>
+      <span class="dot" aria-hidden="true">·</span>
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true">·</span>
+      <span>5 min read</span>
+      <span class="tag kind">News</span>
+    </div>
+  </header>
+
+  <div class="hero-wrap wrap"><figure class="fig fig-hero"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="Hand drawn sketch: a front page with five numbered lines, a clock, and a yellow character reading it out" loading="lazy" decoding="async" /></figure></div>
+
+  <div class="post-wrap wrap">
+    <div class="prose">
+      <p>Agent tools today, 18 Oct 2026, in one line: an 8 KB skill file claims to match a 207 tool MCP server, Black Forest Labs shipped a 5.6B image model with a build for 8 GB graphics cards, and Tencent opened a memory engine for agents. Every number was checked on 18 Oct. The last edition is <a href="/blog/agent-tools-today-2026-10-17/">17 Oct</a>.</p>
+<p><a href="https://harnessmd.com/download">Munder Difflin</a> is free and open source: a desktop app that runs a team of coding agents such as Claude Code, Codex and Gemini CLI on your own computer. It shipped no release in the last 24 hours, so it is not in the lists below.</p>
+<figure class="mg" data-scene="today"><img src="/blog/assets/media/agent-tools-today-2026-10-18/today.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a big backpack stuffed with small tool cards sits next to a single index card. Under the backpack a counter reads 400.7k tokens; under the card a counter reads 34.5k tokens."><figcaption>REA 6.5.0 against LeanREA in context tokens with every tool loaded, from the LeanREA README of 17 Oct 2026.</figcaption></figure>
+<h2 id="top-3-launches" tabindex="-1">Top 3 launches <a class="anchor" href="#top-3-launches" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>FLUX 3 Image Klein.</strong> Black Forest Labs wrote on 15 Oct: “Today we are releasing FLUX 3 Image Klein, a 5.6B parameter open weights model” for text to image, editing and up to 10 reference images. The generator weights need “11.2 GB in BF16 and 5.6 GB in FP8”, and the INT8 build runs on RTX cards “with as little as 8GB of VRAM”. The licence is the FLUX Kommunity License. More than 200 points on Hacker News on 18 Oct. <a href="https://bfl.ai/blog/flux-3-image-klein">Source</a></li>
+<li><strong>Hy Memory.</strong> Tencent Hunyuan’s repo calls it a “dual-system cognitive memory engine and Python SDK” for agents, with separate pipelines for chat, work and coding. Its desktop and CLI product, MemHub, pulls history from apps you authorise, such as Claude Code, Cursor, Codex and OpenCode, into one local data directory. Created 15 Oct. Apache 2.0, more than 590 stars on 18 Oct. <a href="https://github.com/Tencent-Hunyuan/Hy-Memory">Source</a></li>
+<li><strong>MOSS-Image.</strong> OpenMOSS released a 5B parameter base diffusion transformer with base and SFT checkpoints on Hugging Face and a technical report in the repo. Created 16 Oct. Apache 2.0, more than 460 stars on 18 Oct. For yesterday’s open weights model from DeepSeek, see <a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017</a>. <a href="https://github.com/OpenMOSS/MOSS-Image">Source</a></li>
+</ol>
+<h2 id="top-3-skills-mcp-servers-and-plugins" tabindex="-1">Top 3 skills, MCP servers and plugins <a class="anchor" href="#top-3-skills-mcp-servers-and-plugins" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>LeanREA.</strong> “One 8 KB skill file that does what REA does: no MCP server, no 207 tools, no setup.” It tells the agent which command line tool to run for each target. In its own test with Claude Code headless and Sonnet 5.5, it reports “38% less wall time, 35% lower cost, 56% fewer turns and 60% fewer tokens, at the same accuracy” against REA, scoring 74 of 75 to REA’s 75. Created 17 Oct. MIT, more than 460 stars on 18 Oct. <a href="https://github.com/aicodeking/leanrea">Source</a></li>
+<li><strong>REA 6.6.0.</strong> The skill and MCP server LeanREA measures itself against shipped a release on 18 Oct. It adds Kuna, which you install yourself, as a static analysis provider and extends Ghidra analysis “to Windows ARM PE targets and explicit raw m68k images”. MIT. <a href="https://github.com/morluto/rea/releases/tag/rea-agents-6.6.0">Source</a></li>
+<li><strong>Co-op Anything.</strong> An “MCP server and playbook” that points a coding agent at a game for one player. The README says the agent reverse engineers the game if it has to, “tests it with bots inside the game”, and packages the result so friends can install it in one click and join over Steam. Created 16 Oct. MIT, more than 180 stars on 18 Oct. See <a href="/blog/mcp-and-skills-in-a-hive/">MCP and skills in a hive</a>. <a href="https://github.com/cranebeaker/coop-anything">Source</a></li>
+</ol>
+<h2 id="top-3-moves-from-multi-agent-tools" tabindex="-1">Top 3 moves from multi agent tools <a class="anchor" href="#top-3-moves-from-multi-agent-tools" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>Orca v1.4.229.</strong> Published 17 Oct. An experimental native chat shows edits inline, one turn at a time, along with “Claude goals and Codex context usage”; shared skill installation “now supports 20 additional agents”. <a href="https://github.com/stablyai/orca/releases/tag/v1.4.229">Source</a></li>
+<li><strong>Herdr GPUI v20261016.1.</strong> Published 16 Oct. The native desktop client for Herdr shows “network latency and loss after CPU and memory” in the status bar, lets you reorder devices by dragging, and can destroy a Coder workspace from Settings. It “Requires an existing Herdr daemon”. See <a href="/blog/herdr-alternatives/">Herdr alternatives</a>. <a href="https://github.com/penso/herdr-gpui/releases/tag/v20261016.1">Source</a></li>
+<li><strong>Ollama v0.40.6.</strong> Published 16 Oct. Four changes: it prevents orphaned runners on Windows, adds the q2_0 tensor and file types to GGUF, launches clef in Ollama’s cloud, and uses identifiers for ask mode question keys. See <a href="/blog/how-to-connect-ollama-to-claude-code/">how to connect Ollama to Claude Code</a>. <a href="https://github.com/ollama/ollama/releases/tag/v0.40.6">Source</a></li>
+</ol>
+<h2 id="top-3-rising-repos" tabindex="-1">Top 3 rising repos <a class="anchor" href="#top-3-rising-repos" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>Handwired.</strong> “Turn your regular JavaScript code into a neural net; no training, exact, yet also fully differentiable!” The README shows if and else, loops and state turned into matrix multiplication over floats. Created 15 Oct. MIT, more than 1,600 stars on 18 Oct. <a href="https://github.com/chenglou/handwired">Source</a></li>
+<li><strong>web-ocean.</strong> A real time ocean renderer “written from scratch on WebGPU, with no engine or rendering library”. The README says it was built with Claude Code (Opus 5.5), which checked its own renders with headless Chrome screenshots reviewed by separate critic subagents. Created 16 Oct. MIT, more than 510 stars on 18 Oct. <a href="https://github.com/Noniv/web-ocean">Source</a></li>
+<li><strong>PS5LM.</strong> “Your PS5 runs the language model. Every device on your network uses it.” It runs llama.cpp on a jailbroken console’s GPU “with OpenAI and Anthropic APIs”. GPL 3.0, more than 500 stars and more than 360 points on Hacker News on 18 Oct. <a href="https://github.com/cobanov/PS5LM">Source</a></li>
+</ol>
+<p>New repos can gain stars quickly for reasons other than use, so treat these as names to watch, not recommendations.</p>
+<h2 id="top-3-things-people-are-arguing-about" tabindex="-1">Top 3 things people are arguing about <a class="anchor" href="#top-3-things-people-are-arguing-about" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>Postgres 19 and AI code review.</strong> The Register reported on 16 Oct that PostgreSQL 19 is now expected “around November 19” and that developers dropped “between eight and 10 significant features”. It quotes a leading PostgreSQL committer who says the reverts could be due at least in part to LLM code reviews. More than 210 points on Hacker News on 18 Oct. <a href="https://www.theregister.com/databases/2026/10/16/postgres-19-delayed-after-ai-reviewers-find-more-bugs-than-humans-can-fix/5303471">Source</a></li>
+<li><strong>What benchmarks miss.</strong> Mercor’s Benchmark Map maps 29 AI benchmarks onto 923 US occupations, and its provisional findings “suggest that 90% of American working hours are spent on tasks with little or no coverage from existing benchmarks”. More than 590 points on Hacker News on 18 Oct. <a href="https://www.mercor.com/research/labor-index/benchmark-map/">Source</a></li>
+<li><strong>How fast a local model feels.</strong> Llmspeed lets you pick a graphics card or Mac and a model, such as DeepSeek V4.1 Flash or Gemma 4 31B, and see the speed. The site says its numbers are “Estimates for a short prompt on a single device”, some measured by the community and the rest derived from similar setups or projected from specs. More than 260 points on Hacker News on 18 Oct. <a href="https://llmspeed.dev/">Source</a></li>
+</ol>
+<h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="anchor" href="#how-this-list-is-built" aria-hidden="true">#</a></h2>
+<p>Each day our agents read GitHub releases and new repos, vendor posts and the Hacker News front page about coding agents. A name only makes a list with a link that was opened and a signal that can be shown: points, stars or a dated release. Repos are checked against the GitHub API before they appear, and a claim that exists only as a social post is left out. New here? Start with the <a href="/blog/how-to-install-and-use-munder-difflin/">install guide</a>.</p>
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+        <li class="lvl-2"><a href="#top-3-launches">Top 3 launches</a></li><li class="lvl-2"><a href="#top-3-skills-mcp-servers-and-plugins">Top 3 skills, MCP servers and plugins</a></li><li class="lvl-2"><a href="#top-3-moves-from-multi-agent-tools">Top 3 moves from multi agent tools</a></li><li class="lvl-2"><a href="#top-3-rising-repos">Top 3 rising repos</a></li><li class="lvl-2"><a href="#top-3-things-people-are-arguing-about">Top 3 things people are arguing about</a></li><li class="lvl-2"><a href="#how-this-list-is-built">How this list is built</a></li>
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+      <time datetime="2026-10-17">Oct 17, 2026</time>
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+      <span>5 min</span>
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+    <h3><a href="/blog/agent-tools-today-2026-10-17/">Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 17 Oct 2026, each with its source.</p>
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+      <a class="more" href="/blog/agent-tools-today-2026-10-17/" aria-label="Read: Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes">Read →</a>
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+      <time datetime="2026-10-16">Oct 16, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-16/">Agent Tools Today, 16 Oct 2026: Muse Spark Open, Tiny Little Office, OpenCode Ends Sharing</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 16 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-16/" aria-label="Read: Agent Tools Today, 16 Oct 2026: Muse Spark Open, Tiny Little Office, OpenCode Ends Sharing">Read →</a>
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+      <time datetime="2026-10-15">Oct 15, 2026</time>
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+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-15/">Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-15/" aria-label="Read: Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season">Read →</a>
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index 0000000000..c6bc68a504
--- /dev/null
+++ b/docs/blog/assets/media/agent-tools-today-2026-10-18/motion.css
@@ -0,0 +1,13 @@
+/* Bright coded scenes for "Agent tools today, 18 Oct 2026". Pairs with motion.js. */
+.prose figure.mg { margin: 42px 0; }
+.prose figure.mg img, .mg .mg-svg { display: block; width: 100%; height: auto; border: 1px solid #1A1320; border-radius: 18px; background: #fff; }
+.mg figcaption { font: 500 13px/1.5 "Space Grotesk", system-ui, sans-serif; color: #6B5878; padding-top: 10px; text-align: center; }
+.mg .mg-svg { touch-action: manipulation; -webkit-tap-highlight-color: transparent; }
+.mg .mg-svg text { -webkit-user-select: none; user-select: none; pointer-events: none; }
+.mg .mg-hit { cursor: pointer; outline: none; }
+.mg [role="slider"] { cursor: grab; touch-action: none; }
+.mg .mg-ring { stroke-opacity: 0; transition: stroke-opacity 0.15s; }
+.mg .mg-hit:focus-visible .mg-ring { stroke-opacity: 1; }
+.mg [role="slider"]:focus-visible circle:nth-child(2) { stroke-width: 5; }
+@media (hover: hover) { .mg .mg-hit:hover .mg-ring { stroke-opacity: 0.5; } }
+@media (prefers-reduced-motion: reduce) { .mg .mg-ring { transition: none; } }
diff --git a/docs/blog/assets/media/agent-tools-today-2026-10-18/motion.js b/docs/blog/assets/media/agent-tools-today-2026-10-18/motion.js
new file mode 100644
index 0000000000..65078c9b60
--- /dev/null
+++ b/docs/blog/assets/media/agent-tools-today-2026-10-18/motion.js
@@ -0,0 +1,156 @@
+/* Bright coded scenes for "Agent tools today, 18 Oct 2026". Vanilla JS, no library.
+   <figure class="mg" data-scene="NAME"> holds a still image; this script swaps in a live SVG.
+   Plays only in view, honours reduced motion, "?mgstill" freezes each scene on its still frame. */
+(() => {
+  const NS = "http://www.w3.org/2000/svg";
+  const INK = "#1A1320", YEL = "#FFCA54", BLUE = "#6C8EF5", LIL = "#B69CFF", MINT = "#7FD8AE", SKY = "#9AD8FF", SOFT = "#F1ECF9", MUTE = "#7A6A88";
+  const SANS = '"Space Grotesk", system-ui, sans-serif', MONO = '"JetBrains Mono", ui-monospace, monospace';
+  const el = (t, a = {}, p) => { const n = document.createElementNS(NS, t); for (const k in a) n.setAttribute(k, a[k]); if (p) p.appendChild(n); return n; };
+  const txt = (p, x, y, s, a = {}) => { const n = el("text", Object.assign({ x, y, "font-family": SANS, "font-size": 24, "font-weight": 600, fill: INK }, a), p); n.textContent = s; return n; };
+  const cl = (v, a = 0, b = 1) => Math.max(a, Math.min(b, v));
+  const seg = (t, a, b) => cl((t - a) / (b - a));
+  const oc = (x) => 1 - Math.pow(1 - x, 3);
+  const ob = (x) => { const c = 1.70158; return 1 + (c + 1) * Math.pow(x - 1, 3) + c * Math.pow(x - 1, 2); };
+  const io = (x) => (x < 0.5 ? 4 * x * x * x : 1 - Math.pow(-2 * x + 2, 3) / 2);
+  const tf = (n, x, y, s = 1, r = 0) => n.setAttribute("transform", `translate(${x} ${y}) rotate(${r}) scale(${s})`);
+  const button = (g, label, fn) => {
+    g.setAttribute("role", "button"); g.setAttribute("tabindex", "0"); g.setAttribute("aria-label", label); g.classList.add("mg-hit");
+    g.addEventListener("click", fn);
+    g.addEventListener("keydown", (e) => { if (e.key === "Enter" || e.key === " ") { e.preventDefault(); fn(); } });
+  };
+
+  const SC = {};
+
+  /* ---- a backpack stuffed with tool cards beside one small index card, each with a counter that rolls up ---- */
+  SC.today = {
+    dur: 11, still: 8,
+    build(svg, api) {
+      el("path", { d: "M60 414 H740", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, svg);
+
+      /* the backpack: back panel, dark opening, tool cards, then the front body that hides their lower half */
+      const PX = 230, PB = 412;
+      const pack = el("g", {}, svg);
+      el("rect", { x: 100, y: 98, width: 260, height: 324, rx: 28, fill: "#fff", "fill-opacity": 0, stroke: BLUE, "stroke-width": 3, class: "mg-ring" }, pack);
+      [112, 326].forEach((x) => el("rect", { x, y: 300, width: 22, height: 82, rx: 10, fill: LIL, stroke: INK, "stroke-width": 3 }, pack));
+      el("rect", { x: 138, y: 180, width: 184, height: 150, rx: 42, fill: BLUE, stroke: INK, "stroke-width": 3 }, pack);
+      el("ellipse", { cx: PX, cy: 216, rx: 88, ry: 14, fill: INK }, pack);
+      const layer = el("g", {}, pack);
+      const POS = [
+        [150, 150, -18], [173, 132, -11], [197, 120, -5], [220, 112, 0], [243, 116, 4], [266, 124, 9], [289, 136, 14], [311, 154, 20],
+        [162, 172, -14], [186, 160, -7], [208, 152, -2], [232, 150, 3], [255, 156, 7], [279, 166, 12], [300, 180, 17], [196, 190, -3],
+      ];
+      const ORDER = [3, 10, 0, 13, 6, 9, 1, 14, 4, 11, 7, 8, 2, 12, 5, 15];
+      const CC = [YEL, MINT, LIL, SKY, "#fff", SOFT];
+      const cards = POS.map(([x, y, r], i) => {
+        const g = el("g", { opacity: 0 }, layer);
+        el("rect", { x: -20, y: 0, width: 40, height: 124, rx: 7, fill: CC[i % CC.length], stroke: INK, "stroke-width": 2.5 }, g);
+        el("rect", { x: -12, y: 12, width: 24, height: 4, rx: 2, fill: INK, opacity: 0.6 }, g);
+        el("rect", { x: -12, y: 22, width: 14, height: 4, rx: 2, fill: INK, opacity: 0.3 }, g);
+        return { g, x, y, r, i, s: 0.2 + ORDER.indexOf(i) * 0.15 };
+      });
+      el("path", { d: "M128 222 Q230 240 332 222 L334 374 Q334 412 296 412 L164 412 Q126 412 126 374 Z", fill: BLUE, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, pack);
+      el("path", { d: "M140 248 Q230 264 320 248", fill: "none", stroke: INK, "stroke-width": 2, opacity: 0.35, "stroke-dasharray": "7 7", "stroke-linecap": "round" }, pack);
+      el("rect", { x: 162, y: 298, width: 136, height: 86, rx: 22, fill: SKY, stroke: INK, "stroke-width": 3 }, pack);
+      el("path", { d: "M180 322 H280", stroke: INK, "stroke-width": 2.5, "stroke-linecap": "round" }, pack);
+      el("rect", { x: 262, y: 322, width: 10, height: 18, rx: 4, fill: YEL, stroke: INK, "stroke-width": 2 }, pack);
+
+      /* one small index card with a few ruled lines */
+      const IX = 570;
+      const card = el("g", { opacity: 0 }, svg);
+      el("rect", { x: -80, y: -104, width: 160, height: 104, rx: 8, fill: SOFT, stroke: INK, "stroke-width": 3 }, card);
+      el("rect", { x: -64, y: -86, width: 128, height: 4, rx: 2, fill: BLUE }, card);
+      [[-70, 92, 0.75], [-54, 120, 0.4], [-38, 108, 0.4], [-22, 72, 0.4]].forEach(([y, w, o]) => el("rect", { x: -64, y, width: w, height: 5, rx: 2.5, fill: INK, opacity: o }, card));
+
+      /* names under each, then a counter that rolls up the context it costs */
+      [[PX, "REA", "207 tools"], [IX, "LeanREA", "one SKILL.md"]].forEach(([x, a, b]) => {
+        txt(svg, x, 458, a, { "text-anchor": "middle", "font-size": 34, "font-weight": 700 });
+        txt(svg, x, 488, b, { "text-anchor": "middle", "font-size": 20, "font-weight": 600, fill: MUTE });
+      });
+      const counters = [[PX, YEL, 400.7, 3.2, 6.4], [IX, MINT, 34.5, 3.2, 4.4]].map(([x, c, v, a, b]) => {
+        const g = el("g", { opacity: 0 }, svg);
+        el("rect", { x: x - 140, y: 506, width: 280, height: 54, rx: 27, fill: c, stroke: INK, "stroke-width": 3 }, g);
+        const n = txt(g, x, 543, "0.0k tokens", { "text-anchor": "middle", "font-family": MONO, "font-size": 28, "font-weight": 700 });
+        return { g, n, x, v, a, b };
+      });
+      const sparks = [[478, 262, YEL], [668, 286, MINT], [636, 222, LIL]].map(([x, y, c], i) => {
+        const g = el("g", { opacity: 0 }, svg);
+        el("path", { d: "M0 -14 Q0 0 14 0 Q0 0 0 14 Q0 0 -14 0 Q0 0 0 -14 Z", fill: c, stroke: INK, "stroke-width": 2.5, "stroke-linejoin": "round" }, g);
+        return { g, x, y, i };
+      });
+      /* the title goes on top so falling cards pass behind it */
+      txt(svg, 400, 66, "Context with every tool loaded", { "text-anchor": "middle", "font-size": 32, "font-weight": 700 });
+
+      let last = 0, kick = -99;
+      button(pack, "Shake the backpack and drop the tools in again", () => { kick = api.now(); api.seek(cl(last, 3.4, 7)); });
+      return (t, now = 0) => {
+        last = t;
+        const out = 1 - io(seg(t, 10.2, 10.8));
+        /* a tap ejects the cards, then drops them back in, while the pack wobbles */
+        const lt = now - kick, re = lt >= 0 && lt < 2.7;
+        const dt = re ? (lt - 0.3) * 1.35 : t;
+        const ej = re && lt < 0.3 ? oc(lt / 0.3) : -1;
+        let sq = 0;
+        cards.forEach((c) => {
+          if (ej >= 0) { tf(c.g, c.x, c.y - 120 * ej, 1, c.r); c.g.setAttribute("opacity", 1 - ej); return; }
+          const p = seg(dt, c.s, c.s + 0.55);
+          tf(c.g, c.x, c.y + (1 - ob(p)) * -300, 1, c.r + (1 - p) * (c.i % 2 ? 26 : -26));
+          c.g.setAttribute("opacity", p > 0 ? out : 0);
+          const b = seg(dt, c.s + 0.2, c.s + 0.4);
+          if (b > 0 && b < 1) sq += Math.sin(Math.PI * b);
+        });
+        const w = re ? 8 * Math.sin(lt * 15) * Math.exp(-lt * 2.8) : 0;
+        const sy = 1 - 0.03 * Math.min(sq, 1.5), sx = 1 + 0.02 * Math.min(sq, 1.5);
+        pack.setAttribute("transform", `translate(${PX} ${PB}) rotate(${w}) scale(${sx} ${sy}) translate(${-PX} ${-PB})`);
+
+        /* the index card floats down like paper and settles with a small hop */
+        const p = seg(t, 0.9, 2.2), hop = seg(t, 2.2, 2.5);
+        const cy = 410 - 380 * (1 - oc(p)) - 8 * Math.sin(Math.PI * hop);
+        tf(card, IX + 30 * Math.sin(p * Math.PI * 3) * (1 - p), cy, 1, -3 + 16 * Math.sin(p * Math.PI * 3 + 0.6) * (1 - p));
+        card.setAttribute("opacity", p > 0 ? out : 0);
+
+        counters.forEach((k) => {
+          const s = ob(seg(t, 2.8, 3.2));
+          k.g.setAttribute("transform", `translate(${k.x} 533) scale(${cl(s, 0, 1.15)}) translate(${-k.x} -533)`);
+          k.g.setAttribute("opacity", (s > 0.01 ? 1 : 0) * out);
+          k.n.textContent = `${(k.v * oc(seg(t, k.a, k.b))).toFixed(1)}k tokens`;
+        });
+        sparks.forEach((w) => {
+          const s = seg(t, 4.4 + w.i * 0.2, 4.8 + w.i * 0.2) * out;
+          tf(w.g, w.x, w.y, ob(s) * (0.85 + 0.15 * Math.sin(t * 2.4 + w.i)), 14 * Math.sin(t + w.i));
+          w.g.setAttribute("opacity", s <= 0 ? 0 : 1);
+        });
+      };
+    },
+  };
+
+  /* ---- player ---- */
+  const q = new URLSearchParams(location.search), frozen = q.has("mgstill"), fixed = parseFloat(q.get("mgstill"));
+  const calm = matchMedia("(prefers-reduced-motion: reduce)").matches;
+  const mount = (fig) => {
+    const sc = SC[fig.dataset.scene], img = fig.querySelector("img"); if (!sc || !img) return;
+    const W = sc.w || 800, H = sc.h || 600;
+    const svg = el("svg", { viewBox: `0 0 ${W} ${H}`, class: "mg-svg", role: "group", "aria-label": img.alt || "" });
+    svg.style.aspectRatio = `${W} / ${H}`;
+    el("rect", { width: W, height: H, fill: "#fff" }, svg);
+    img.replaceWith(svg);
+    let off = 0, raf = 0, seen = false, held = calm;
+    const base = performance.now(), clock = () => (performance.now() - base) / 1000;
+    let draw = () => {};
+    const frame = () => { const now = clock(); draw(held ? sc.still : (((now + off) % sc.dur) + sc.dur) % sc.dur, now); };
+    const tick = () => { cancelAnimationFrame(raf); frame(); if (seen && !held) raf = requestAnimationFrame(tick); };
+    const api = { now: clock, seek: (s) => { off = s - clock(); held = false; tick(); }, poke: () => { held = false; tick(); } };
+    draw = sc.build(svg, api);
+    if (frozen) { draw(isNaN(fixed) ? sc.still : fixed, 0); return; }
+    new IntersectionObserver(([e]) => {
+      seen = e.isIntersecting;
+      if (seen) { tick(); if (!fig.dataset.sent && window.posthog) { fig.dataset.sent = 1; window.posthog.capture("blog_scene_view", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } }
+      else cancelAnimationFrame(raf);
+    }, { threshold: 0.25 }).observe(fig);
+    svg.addEventListener("click", () => { if (!fig.dataset.hit && window.posthog) { fig.dataset.hit = 1; window.posthog.capture("blog_scene_interact", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } });
+    frame();
+  };
+  const go = () => document.querySelectorAll("figure.mg[data-scene]").forEach(mount);
+  const fonts = document.fonts && document.fonts.load ? Promise.all([document.fonts.load('700 32px "Space Grotesk"'), document.fonts.load('500 20px "Space Grotesk"'), document.fonts.load('700 20px "JetBrains Mono"')]).catch(() => {}) : Promise.resolve();
+  const start = () => fonts.then(go, go);
+  if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", start); else start();
+})();
diff --git a/docs/blog/assets/media/agent-tools-today-2026-10-18/today.png b/docs/blog/assets/media/agent-tools-today-2026-10-18/today.png
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diff --git a/docs/blog/feed.xml b/docs/blog/feed.xml
index 0b642a1f20..ef17acffdc 100644
--- a/docs/blog/feed.xml
+++ b/docs/blog/feed.xml
@@ -4,9 +4,17 @@
   <subtitle>Guides, deep dives, and comparisons on running multi-agent Claude Code: orchestration, agent memory, automation, and the tooling landscape.</subtitle>
   <link href="https://munderdiffl.in/blog/feed.xml" rel="self" />
   <link href="https://munderdiffl.in/blog/" />
-  <updated>2026-10-17T00:00:00.000Z</updated>
+  <updated>2026-10-18T00:00:00.000Z</updated>
   <id>https://munderdiffl.in/blog/</id>
   <author><name>Chaitanya Giri</name><uri>https://munderdiffl.in</uri></author>
+  <entry>
+    <title>Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</title>
+    <link href="https://munderdiffl.in/blog/agent-tools-today-2026-10-18/" />
+    <id>https://munderdiffl.in/blog/agent-tools-today-2026-10-18/</id>
+    <published>2026-10-18T00:00:00.000Z</published>
+    <updated>2026-10-18T00:00:00.000Z</updated><category term="News" />
+    <summary>The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</summary>
+  </entry>
   <entry>
     <title>Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes</title>
     <link href="https://munderdiffl.in/blog/agent-tools-today-2026-10-17/" />
@@ -479,12 +487,4 @@
     <updated>2026-10-15T00:00:00.000Z</updated><category term="Concepts" />
     <summary>Codex is OpenAI&#39;s coding agent for your terminal, editor, desktop app and cloud. ChatGPT Free, Go, Plus and Pro include it. Plans and models, 15 Oct 2026.</summary>
   </entry>
-  <entry>
-    <title>What is Pi agent? The open source coding agent harness, explained</title>
-    <link href="https://munderdiffl.in/blog/what-is-pi-agent/" />
-    <id>https://munderdiffl.in/blog/what-is-pi-agent/</id>
-    <published>2026-10-02T00:00:00.000Z</published>
-    <updated>2026-10-02T00:00:00.000Z</updated><category term="Concepts" />
-    <summary>Pi agent is Earendil&#39;s MIT licensed coding agent harness. What it is, how to install it, what Pi 1.0 and Pi Durable add, and how it compares.</summary>
-  </entry>
 </feed>
diff --git a/docs/blog/index.html b/docs/blog/index.html
index 24462cb3b1..96c2dff1e2 100644
--- a/docs/blog/index.html
+++ b/docs/blog/index.html
@@ -135,7 +135,7 @@ <h1>The Munder Difflin <span class="hl">Blog.</span></h1>
   building a self-coordinating hive of agents with a GOD orchestrator you talk to.</p>
 
   <div class="filters" role="navigation" aria-label="Topics">
-    <a class="chip" aria-current="page">All<span class="ct">226</span></a>
+    <a class="chip" aria-current="page">All<span class="ct">227</span></a>
     
     <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">55</span></a>
     
@@ -147,7 +147,7 @@ <h1>The Munder Difflin <span class="hl">Blog.</span></h1>
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
@@ -225,6 +225,22 @@ <h3><a href="/blog/ai-agent-use-cases-our-office/">AI Agent Use Cases From a Rea
 </article>
 
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -256,7 +272,13 @@ <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Cha
     </div>
   </div>
 </article>
-<article class="card t-concepts">
+
+  </div>
+</section>
+
+
+
+<div class="wrap featured"><article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/what-is-nanoclaw/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-nanoclaw/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -273,12 +295,13 @@ <h3><a href="/blog/what-is-nanoclaw/">What Is NanoClaw? The Small OpenClaw Alter
   </div>
 </article>
 
-  </div>
-</section>
+</div>
 
 
 
-<div class="wrap featured"><article class="card t-concepts">
+<section class="wrap">
+  <div class="post-grid">
+    <article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/what-is-roo-code/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-roo-code/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -294,14 +317,7 @@ <h3><a href="/blog/what-is-roo-code/">What Is Roo Code? The Archived VS Code Age
     </div>
   </div>
 </article>
-
-</div>
-
-
-
-<section class="wrap">
-  <div class="post-grid">
-    <article class="card t-concepts">
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/what-is-zeroclaw/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-zeroclaw/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/claude-code/index.html b/docs/blog/tags/claude-code/index.html
index 34e711bf72..d7eba78ae9 100644
--- a/docs/blog/tags/claude-code/index.html
+++ b/docs/blog/tags/claude-code/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Claude Code</h1>
-  <p class="lead">93 posts tagged <strong>Claude Code</strong>.</p>
+  <p class="lead">94 posts tagged <strong>Claude Code</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/daily-brief/index.html b/docs/blog/tags/daily-brief/index.html
index da92fec7b2..604101c644 100644
--- a/docs/blog/tags/daily-brief/index.html
+++ b/docs/blog/tags/daily-brief/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Daily Brief</h1>
-  <p class="lead">14 posts tagged <strong>Daily Brief</strong>.</p>
+  <p class="lead">15 posts tagged <strong>Daily Brief</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/mcp/index.html b/docs/blog/tags/mcp/index.html
index da4c3b646e..f1625df898 100644
--- a/docs/blog/tags/mcp/index.html
+++ b/docs/blog/tags/mcp/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#MCP</h1>
-  <p class="lead">10 posts tagged <strong>MCP</strong>.</p>
+  <p class="lead">11 posts tagged <strong>MCP</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/open-source/index.html b/docs/blog/tags/open-source/index.html
index 3e4a32067e..4c0c465bad 100644
--- a/docs/blog/tags/open-source/index.html
+++ b/docs/blog/tags/open-source/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Open Source</h1>
-  <p class="lead">72 posts tagged <strong>Open Source</strong>.</p>
+  <p class="lead">73 posts tagged <strong>Open Source</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/topics/comparisons/index.html b/docs/blog/topics/comparisons/index.html
index 1cab68ea8d..98f8d18a4f 100644
--- a/docs/blog/topics/comparisons/index.html
+++ b/docs/blog/topics/comparisons/index.html
@@ -124,7 +124,7 @@ <h1>comparisons</h1><p class="lead">Honest side-by-sides with the other ways to
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/blog/topics/concepts/index.html b/docs/blog/topics/concepts/index.html
index 6a41238894..472a289935 100644
--- a/docs/blog/topics/concepts/index.html
+++ b/docs/blog/topics/concepts/index.html
@@ -124,7 +124,7 @@ <h1>concepts</h1><p class="lead">The ideas underneath the product — harnesses,
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/blog/topics/guides/index.html b/docs/blog/topics/guides/index.html
index 682370c7de..329961758f 100644
--- a/docs/blog/topics/guides/index.html
+++ b/docs/blog/topics/guides/index.html
@@ -124,7 +124,7 @@ <h1>guides</h1><p class="lead">Step-by-step walkthroughs you can follow today 
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/blog/topics/index.html b/docs/blog/topics/index.html
index bd034ec7eb..b2a9fc4255 100644
--- a/docs/blog/topics/index.html
+++ b/docs/blog/topics/index.html
@@ -162,7 +162,7 @@ <h3 style="color:var(--ink)">story</h3>
       <span class="thumb t-news" aria-hidden="true"><img src="/blog/assets/media/topics/news.png" alt="" width="960" height="540" loading="lazy" decoding="async" /></span>
       <div class="body">
         <h3 style="color:var(--ink)">news</h3>
-        <p class="dek">14 posts.</p>
+        <p class="dek">15 posts.</p>
         <div class="foot"><span class="more">View topic →</span></div>
       </div>
     </a>
@@ -200,11 +200,11 @@ <h3 style="color:var(--ink)">memory</h3>
   <div class="filters" style="padding-top:36px">
     <span class="eyebrow" style="align-self:center">Tags</span>
     
-    <a class="chip" href="/blog/tags/claude-code/">Claude Code<span class="ct">93</span></a>
+    <a class="chip" href="/blog/tags/claude-code/">Claude Code<span class="ct">94</span></a>
     
     <a class="chip" href="/blog/tags/multi-agent/">Multi-Agent<span class="ct">89</span></a>
     
-    <a class="chip" href="/blog/tags/open-source/">Open Source<span class="ct">72</span></a>
+    <a class="chip" href="/blog/tags/open-source/">Open Source<span class="ct">73</span></a>
     
     <a class="chip" href="/blog/tags/concepts/">Concepts<span class="ct">52</span></a>
     
@@ -236,22 +236,22 @@ <h3 style="color:var(--ink)">memory</h3>
     
     <a class="chip" href="/blog/tags/automation/">Automation<span class="ct">15</span></a>
     
-    <a class="chip" href="/blog/tags/skills/">Skills<span class="ct">14</span></a>
+    <a class="chip" href="/blog/tags/daily-brief/">Daily Brief<span class="ct">15</span></a>
     
-    <a class="chip" href="/blog/tags/daily-brief/">Daily Brief<span class="ct">14</span></a>
+    <a class="chip" href="/blog/tags/skills/">Skills<span class="ct">14</span></a>
     
     <a class="chip" href="/blog/tags/security/">Security<span class="ct">13</span></a>
     
     <a class="chip" href="/blog/tags/tools/">Tools<span class="ct">12</span></a>
     
+    <a class="chip" href="/blog/tags/mcp/">MCP<span class="ct">11</span></a>
+    
     <a class="chip" href="/blog/tags/memory/">Memory<span class="ct">10</span></a>
     
     <a class="chip" href="/blog/tags/use-cases/">Use Cases<span class="ct">10</span></a>
     
     <a class="chip" href="/blog/tags/human-in-the-loop/">Human-in-the-Loop<span class="ct">10</span></a>
     
-    <a class="chip" href="/blog/tags/mcp/">MCP<span class="ct">10</span></a>
-    
     <a class="chip" href="/blog/tags/workflow/">Workflow<span class="ct">8</span></a>
     
     <a class="chip" href="/blog/tags/ide/">IDE<span class="ct">7</span></a>
diff --git a/docs/blog/topics/internals/index.html b/docs/blog/topics/internals/index.html
index ba6bad7345..df6eaa6ac7 100644
--- a/docs/blog/topics/internals/index.html
+++ b/docs/blog/topics/internals/index.html
@@ -124,7 +124,7 @@ <h1>internals</h1><p class="lead">How the machine actually works: postmortems, a
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/blog/topics/memory/index.html b/docs/blog/topics/memory/index.html
index e5103d529a..a48038d2e2 100644
--- a/docs/blog/topics/memory/index.html
+++ b/docs/blog/topics/memory/index.html
@@ -124,7 +124,7 @@ <h1>memory</h1><p class="lead">How agents remember across sessions — and how a
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/blog/topics/news/index.html b/docs/blog/topics/news/index.html
index d637032d28..0a3b7af90a 100644
--- a/docs/blog/topics/news/index.html
+++ b/docs/blog/topics/news/index.html
@@ -124,7 +124,7 @@ <h1>news</h1><p class="lead">Agent Tools Today: a daily brief of the top five la
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/" aria-current="page">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/" aria-current="page">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
@@ -138,6 +138,22 @@ <h1>news</h1><p class="lead">Agent Tools Today: a daily brief of the top five la
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-18/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-18">Oct 18, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-18/">Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-18/" aria-label="Read: Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-17/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/topics/orchestration/index.html b/docs/blog/topics/orchestration/index.html
index c2f8e47868..a8e3353fa0 100644
--- a/docs/blog/topics/orchestration/index.html
+++ b/docs/blog/topics/orchestration/index.html
@@ -124,7 +124,7 @@ <h1>orchestration</h1><p class="lead">Patterns for making one boss agent run a f
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/" aria-current="page">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/blog/topics/story/index.html b/docs/blog/topics/story/index.html
index 8426d34766..9c42165a8b 100644
--- a/docs/blog/topics/story/index.html
+++ b/docs/blog/topics/story/index.html
@@ -124,7 +124,7 @@ <h1>story</h1><p class="lead">Launches, releases, and the occasional confession
     
     <a class="chip" href="/blog/topics/story/" aria-current="page">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/blog/topics/use-cases/index.html b/docs/blog/topics/use-cases/index.html
index c91aa2ebe4..ed1dda54d9 100644
--- a/docs/blog/topics/use-cases/index.html
+++ b/docs/blog/topics/use-cases/index.html
@@ -124,7 +124,7 @@ <h1>use-cases</h1><p class="lead">Real workflows the hive actually runs — writ
     
     <a class="chip" href="/blog/topics/story/">story<span class="ct">19</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">14</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/topics/orchestration/">orchestration<span class="ct">9</span></a>
     
diff --git a/docs/llms.txt b/docs/llms.txt
index 2dd9b7e1bc..0af3cde3d7 100644
--- a/docs/llms.txt
+++ b/docs/llms.txt
@@ -68,7 +68,7 @@ Saturday 24 October 2026.
 <!-- BLOG:START generated by blog/scripts/postbuild.mjs -->
 ## Blog
 
-226 posts, grouped by topic, newest first in each topic. Topic hubs: https://munderdiffl.in/blog/topics/
+227 posts, grouped by topic, newest first in each topic. Topic hubs: https://munderdiffl.in/blog/topics/
 
 ### concepts
 
@@ -276,6 +276,7 @@ Saturday 24 October 2026.
 
 ### news
 
+- [Agent Tools Today, 18 Oct 2026: LeanREA Takes On REA, FLUX 3 Image Klein, Hy Memory](https://munderdiffl.in/blog/agent-tools-today-2026-10-18/): The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 18 Oct 2026, each with its source.
 - [Agent Tools Today, 17 Oct 2026: Muse Spark Open on Mac Studio, StarSkirmish, Claude Design Closes](https://munderdiffl.in/blog/agent-tools-today-2026-10-17/): The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 17 Oct 2026, each with its source.
 - [Agent Tools Today, 16 Oct 2026: Muse Spark Open, Tiny Little Office, OpenCode Ends Sharing](https://munderdiffl.in/blog/agent-tools-today-2026-10-16/): The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 16 Oct 2026, each with its source.
 - [Agent Tools Today, 15 Oct 2026: OpenCode 2.0, Hermes Agent v0.22.0, a Lost TV Season](https://munderdiffl.in/blog/agent-tools-today-2026-10-15/): The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 15 Oct 2026, each with its source.
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 64f98d8727..fc8f8bad9c 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -10,7 +10,7 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://munderdiffl.in/</loc>
-    <lastmod>2026-10-17</lastmod>
+    <lastmod>2026-10-18</lastmod>
     <changefreq>weekly</changefreq>
     <priority>1.0</priority>
   </url>
@@ -21,6 +21,12 @@
   <url><loc>https://munderdiffl.in/blog/</loc><changefreq>daily</changefreq><priority>0.9</priority></url>
   <url><loc>https://munderdiffl.in/blog/topics/</loc><changefreq>weekly</changefreq><priority>0.6</priority></url>
   <url><loc>https://munderdiffl.in/blog/about/</loc><changefreq>monthly</changefreq><priority>0.4</priority></url>
+  <url>
+    <loc>https://munderdiffl.in/blog/agent-tools-today-2026-10-18/</loc>
+    <lastmod>2026-10-18</lastmod>
+    <changefreq>monthly</changefreq>
+    <priority>0.8</priority>
+  </url>
   <url>
     <loc>https://munderdiffl.in/blog/agent-tools-today-2026-10-17/</loc>
     <lastmod>2026-10-17</lastmod>