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YOLO Responsibly! Part 2: Multi-file refactors, harness wars, and a Claude face-off

By Mohammed Aboullaite in Docker on 05 Aug 2026

Pushing local Gemma 4 through a multi-file refactor, rerunning it under opencode, and racing Claude Code. The best security lesson came from the policy log.…

YOLO responsibly! Part 1: A local coding agent with Gemma 4 and Docker sandboxes

By Mohammed Aboullaite in Docker on 30 Jul 2026

Running a coding agent in YOLO mode, powered by a local Gemma 4, inside a Docker Sandbox microVM. Everything that broke on the way, and the small YAML file that fixed it.…

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