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Which LLM would you trust as the "fixer" in an autonomous code-repair agent? Real production system, real stakes — looking for experience, not benchmarks.

This story is from 2026-09-06. It is preserved in the archive; the latest stories are on the live feed.

Setup: Python monorepo that extracts financial data from messy PDFs (OCR, bank statements, tax returns). When a production job fails a deterministic check, an agent wakes up with the failure evidence, a sandboxed repo, and shell/file tools. It investigates (up to 60 tool turns), forms a hypothesis,…

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  1. 2026-09-06 19:01 · r/ClaudeAI
    Which LLM would you trust as the "fixer" in an autonomous code-repair agent? Real production system, real stakes — looking for experience, not benchmarks.

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