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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. Anthropic says fold your subagents: one agent loop with skills ran twice as fast 5 min
  2. OpenAI cut its agents off the network, and they still talked through the CPU cache 4 min
  3. Python 3.15.2 and four other releases block the compromised eMudhra keys in ssl 3 min
  4. Skill of the day: openqodex, 22 scanners and a second agent review your code before push 5 min
  5. Kimi K3.1 Pro lands 3 points behind Claude Opus 5.5 at half the price, with open weights 4 min
  6. Swapping your coding agent's harness won't raise its score, but can triple the bill 3 min
  7. JDK 28 allocates off-heap memory up to 18x faster, with no code changes 4 min
  8. AWS Continuum is GA: it proves the exploit in a sandbox and opens the fix as a PR 4 min
  9. Claude on Google Cloud, now run by Anthropic: Managed Agents and Skills without leaving GCP 4 min
  10. Agent Skills is no longer Anthropic’s: the million-skill standard moves to the Linux Foundation 3 min
  11. Repo of the day: OpenShell, NVIDIA’s runtime that boxes in your agents without handing them keys 4 min
  12. Google runs every agent in a microVM with no network and no credentials: Agent Compute Engine 4 min
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