Profiling a Python code analysis pipeline: 157s → 12s by chasing bottlenecks

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r/programming · /u/UmairBaig7 · 2026-07-20 개발(SW)

I recently spent some time profiling a Python code analysis pipeline that processes large repositories into a structured knowledge bundle. Rather than trying random optimizations, I profiled each stage, fixed the biggest bottleneck, and then profiled again. What surprised me was that every optimization exposed…

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