AI DAILY / DEV
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WEDNESDAY
November 11, 2026
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    Meta Ships Muse Ember as a $0.10 Input-Token Agent Workhorse
    • Smallest, cheapest Muse model lands in the Meta Model API and Muse Code with ID `muse-ember-1.0`.
    • Pricing: $0.10/M input ($0.004 cached) and $0.50/M output; 1M context window, up to 512K output.
    • Meta's charts put it ahead of or tied with Claude Haiku 5.5 and GPT-6 Luna on 9 of 10 published benchmarks.
    • Positioned as the execution model for high-volume agent subtasks, with Muse Wonder as the planner.
    • Artificial Analysis lists it at 36 on its intelligence index with the lowest cost-per-task in the set.
    models meta.ai

    mattpocock/skills Tops GitHub Trending After Weeks of Climb
    • +1,225 stars today on the daily list, carrying Matt Pocock's personal `.agents` directory past the top of GitHub Trending.
    • Packs `/grill-me`, `/tdd`, `/diagnosing-bugs`, and `/improve-codebase-architecture` plus a shared `GLOSSARY.md` to fight agent misalignment and verbosity.
    • Works with Claude Code, Codex, GitHub Copilot, and Gemini CLI via `npx skills@latest add mattpocock/skills`.
    • Frames skills as the fix for four agent failure modes: misalignment, verbosity, broken code, and design decay.
    open-source github.com

    addyosmani/agent-skills Packages a Full Spec-to-Ship Lifecycle
    • +465 stars today; 115k total. 25 skills, 9 slash commands, 4 agent personas across spec → plan → build → verify → review → ship.
    • Slash commands cover `/spec`, `/plan`, `/build`, `/test`, `/constraints`, `/review`, `/webperf`, `/code-simplify`, `/ship`.
    • Each skill ends with evidence gates (passing tests, runtime data) and anti-rationalization tables listing excuses with counter-arguments.
    • Plain Markdown skills run on Claude Code, Cursor, Codex, Gemini CLI, and GitHub Copilot.
    open-source github.com

    ha-mcp Turns Home Assistant Into a First-Class Claude Tool
    • +790 stars today; 6.8k total. MCP server from the homeassistant-ai org exposes ~87 tools for building and debugging a smart home, not just toggling devices.
    • Covers automations, scripts, dashboards, helpers, areas, backups, traces, history, and logs — reaches past the official MCP's Assist-only entities.
    • v9.0.0 (Oct 28) added an administrator account step to the setup flow.
    • MIT-licensed; works with Claude, ChatGPT, and other MCP clients.
    tools github.com

    billion-context Promises Month-Long Sessions on Any Small-Window Model
    • +375 stars today; 6.5k total. Plugin sits between the agent and the model API, folding consumed conversation into rolling summaries so a single session can span billions of tokens.
    • Supports Claude Code, Codex, OpenCode, and pi out of the box.
    • Pitched for month-long sessions on models with tight native context windows.
    • Open source under MIT.
    tools github.com

    Anthropic Kicks Off IPO Roadshow Targeting a Nov 16 Nasdaq Debut
    • Nov 10 announcement: proposed IPO roadshow is live; Class A shares will list on Nasdaq Global Select Market under ticker `ANT`.
    • Target listing window is the week of Nov 16, with the latest S-1/A amended Nov 2 to add Q3 numbers.
    • Price range and share count still blank — to be set after roadshow meetings.
    • Reuters reports some investors doubt the window holds given US Thanksgiving on Nov 26.
    industry anthropic.com