Steven Gonsalvez

Software Engineer


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-file and --max-hold-min to self-hosted-runner and 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

  1. ranxianglei/billion-context: A context-compression plugin for month-long single sessions (billions of tokens) ,small context windows (a 100…
  2. v2.1.311
  3. 0.167.1
  4. AI Engineer Code Summit: OpenAI on New Ways of Working With Codex
  5. OpenVibe
  6. addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.
  7. gstack: Garry Tan's free skill pack that turns Claude Code into a review team
  8. Show HN: Get your coding agent off ~2019 JavaScript, onto modern web primitives
  9. 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…
  10. 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…
  11. Tested the top 20 Claude Code skills against random text of the same length. grill-me and handoff didnt beat it on one model.
  12. My optimized global CLAUDE.md
  13. Designing for Agents — Zeno Rocha, Resend
  14. Gemini 4 Carbon in GitHub Copilot
  15. 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

rss1406
x1933
reddit253
github332
hackernews301
show_hn400
github_search200
swipe200
yc-rfs110
gmail70
yc-launch40
seed_urls10
crackscan00
ossinsight00
reddit_users00
total52415