CEREBRO
machine-read, human-curated
Researched and written with 315,095 tokens (in 10 · out 32,522 · cache-read 66,585 · cache-create 215,978) across 5 Claude calls
Coding agents: releases and model news
- v2.1.311: Claude Code adds
--hold-idle-fileand--max-hold-mintoself-hosted-runnerand fixes long startup/edit freezes tied to CLAUDE.md. - 0.167.1: Codex Rust patch release, changelog only, no notable features.
- Gemini 4 Carbon in GitHub Copilot: Google's latest model is GA in Copilot, pitched at agentic coding and secure code generation.
- Which Claude model should you build with?: Anthropic guide on picking Fable 5.2, Opus 5.5, Sonnet or Haiku, when to tune effort instead of switching models, and when to put subagents on smaller models for cost.
- Claude usage reset: Pro, Max, Ultra and Team users get one free full limit reset across all models, usable before December 10, 2:00PM PT, after bugs burned extra quota.
- AI Engineer Code Summit: OpenAI on New Ways of Working With Codex: Workshop recap from OpenAI DevEx engineers on how Codex workflows have changed over the past year.
Context, tokens and caching
- ranxianglei/billion-context: Compression plugin claiming 5x fewer tokens, month-long single sessions and a 100K window being enough, while holding a 95-97% prefix-cache hit rate (compression costs ≤2%).
Skills, CLAUDE.md and repo setup
- addyosmani/agent-skills: Production-grade skill pack encoding senior-engineer workflow gates across define, plan, build, verify, review and ship.
- gstack: Garry Tan's free skill pack that turns Claude Code into a review team.
- Tested the top 20 Claude Code skills against random text: Test found grill-me and handoff did not beat random same-length text on one model, a useful check on skill hype.
- My optimized global CLAUDE.md: Community global CLAUDE.md tuning, no detail in the signal.
- Matt Pocock's Home Repo: One home repo holds skills, steering files and wiki, and AGENTS.md points to other repos to clone, so one agent works across many repos.
- Modern Web Guidance: Chrome, Edge, Firefox and MDN-backed skills steering agents off legacy JS toward modern web primitives, though critics warn it hands one browser vendor de facto control over LLM web output.
Agentic tooling and products
- OpenVibe: Canvas of real terminals for running AI coding agents side by side.
- Designing for Agents, Zeno Rocha, Resend: Podcast on why agents recommend Resend over incumbents, covering answer-engine optimization (AEO) as a distribution channel.
Signals
- ranxianglei/billion-context: A context-compression plugin for month-long single sessions (billions of tokens) ,small context windows (a 100…
- v2.1.311
- 0.167.1
- AI Engineer Code Summit: OpenAI on New Ways of Working With Codex
- OpenVibe
- addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.
- gstack: Garry Tan's free skill pack that turns Claude Code into a review team
- Show HN: Get your coding agent off ~2019 JavaScript, onto modern web primitives
- Which Claude model should you build with? Our new guide breaks down when to use Fable 5.2, Opus 5.5, Sonnet or Haiku. It also covers when t…
- A lot of folks ask me "how do you work with agents in multiple repos at once?" I have a very simple solution - the Home Repo I have a singl…
- Tested the top 20 Claude Code skills against random text of the same length. grill-me and handoff didnt beat it on one model.
- My optimized global CLAUDE.md
- Designing for Agents — Zeno Rocha, Resend
- Gemini 4 Carbon in GitHub Copilot
- We've given all Pro, Max, Ultra, and Team users one free full reset, across all models and limits. Use it anytime before December 10 at 2:0…
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| rss | 140 | 6 |
| x | 193 | 3 |
| 25 | 3 | |
| github | 33 | 2 |
| hackernews | 30 | 1 |
| show_hn | 40 | 0 |
| github_search | 20 | 0 |
| swipe | 20 | 0 |
| yc-rfs | 11 | 0 |
| gmail | 7 | 0 |
| yc-launch | 4 | 0 |
| seed_urls | 1 | 0 |
| crackscan | 0 | 0 |
| ossinsight | 0 | 0 |
| reddit_users | 0 | 0 |
| total | 524 | 15 |