Fable 5 Is Back, Sonnet 5 Costs More Than You Think
Fable 5 reopens on July 1 and Sonnet 5 is the new default. Usage, pricing, and why the cheaper sticker can still cost more.
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来自构建循环的笔记。
面向使用 Codex、Claude Code、Cursor 和各类 Agent 的开发者，分享实测过的 AI 编程工作流、编程 Agent 现场笔记和真实的大模型评测。
Your Agent Doesn't Need a Bigger Window. It Needs Context Governance.
Headroom sits between your agent and the model, classifying and compressing tool output before it fills the context window.
阅读文章Turn Articles into Animated System Diagrams: Visual Flow GIF
A small skill that extracts system structure from an article, writes a JSON spec, and renders an animated GIF with Python and Pillow.
阅读文章Agents can now deploy to Cloudflare without signing up
Wrangler --temporary gives an agent a 60-minute Cloudflare account, a live workers.dev URL, and a claim link. No OAuth, no MFA, no human click.
阅读文章GPT-5.5 Silently Throttles Reasoning for Third-Party Clients
Third-party GPT-5.5 clients can cap reasoning at 516 tokens. You pay full price and may get a weaker answer.
阅读文章Codex Is Burning Through Your SSD. Here's How I Stopped It
A practical guide to checking Codex's SQLite log writes, blocking the unwanted inserts, and protecting your SSD without deleting conversation history.
阅读文章GLM 5.2 vs Opus 4.8: Frontend Dashboard Test
A head-to-head frontend test of GLM 5.2 against Opus 4.8, plus Design Arena rankings, pricing, and the caveats that still matter.
阅读文章Codex Can Now Copy Your Actions
Codex Record and Replay watches a Mac workflow once, turns it into an editable Skill, then reruns it with new inputs. macOS only, not in the EU.
阅读文章Doubao's Full Agent Skill Architecture Leaked: 25 Skills, 283 Files
A leaked Doubao skill pack shows 25 modular skills and 283 files organized around real work objects, not one giant agent.
阅读文章40 agent loops you can copy into Claude Code or Cursor
loops.elorm.xyz packages 40 agent loop templates by category so you can copy a kickoff prompt into Claude Code, Cursor, Codex, or Gemini CLI.
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