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Building, testing, debugging and maintaining software or infrastructure, with code review and checks before changes reach users.

Software & DevOps use cases

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How to test a local coding model

news.ycombinator.com

The author tested local Qwen through OpenCode on three coding tasks. An MCP feature completed without human input, a Nix package port looped on a hash, and a harder task was stopped after repeated discovery and context compactions.

Added OpenCode with Qwen 3.8-27B