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Production notes1 article a month

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Real challenges from my projects and from production: backend, cloud, containers and reliability

  1. Repo of the day: Headroom, shrinks what your agent reads before you pay for tokens 4 min
  2. Cloudflare cut its AI code review bill by 68%: the cache never hit on the first call 5 min
  3. Mistral's Timestral tops time-series forecasting, but its license shuts out big companies 5 min
  4. Skill of the day: diagram-design, architecture diagrams your agent draws with taste 3 min
  5. Repo of the day: magpie, a local gateway to run any model in any coding agent 4 min
  6. Repo of the day: CLI-Anything, agent-ready CLIs generated from any app's source code 4 min
  7. OpenCode Console breach: 1.4% of users told to revoke their OpenAI and Anthropic keys 3 min
  8. DeepSeek V4.1 Flash 1017: 77% on DeepSWE for under $0.20 per task, with MIT weights 3 min
  9. Skill of the day: Android skills, 30 official Google skills to migrate and tune apps 3 min
  10. Repo of the day: Orca, an IDE for running coding agents in parallel 3 min
  11. Cloudflare's Void: open source SDK, CLI and platform for Vite apps on Workers 2 min
  12. Skill of the day: agent-skills, 25 skills that add verification gates to your agent 3 min
77 articles · page 5 of 7

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