[KongchangAI]
Unverified50% confidenceSolutionExact time

The author's core strategy is to have the AI agent cite the output of static analysis tools (ripgrep, ast-grep, Serena, CodeQL) as evidence and to clearly distinguish it from the LLM's own analysis.

1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen

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