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Code Analysis Without Hallucinations: Using Code Atlas for Deterministic AST Parsing

Code Analysis Without Hallucinations: Using Code Atlas for Deterministic AST Parsing

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2 min read
What a string extractor gets wrong: six lessons from three real codebases

What a string extractor gets wrong: six lessons from three real codebases

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13 min read
Why Your Python Dead Code Detector Is Wrong About FastAPI, SQLAlchemy, and Half Your Codebase

Why Your Python Dead Code Detector Is Wrong About FastAPI, SQLAlchemy, and Half Your Codebase

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6 min read
no-cycle finds 0 cycles in next.js (and other lies caches tell you)

no-cycle finds 0 cycles in next.js (and other lies caches tell you)

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5 min read
Dead Code in Python Is Undecidable — So I Built a Detector That Admits It

Dead Code in Python Is Undecidable — So I Built a Detector That Admits It

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10 min read
What ground truth caught that unit tests missed: 3 real bugs in 9 flagship lint rules

What ground truth caught that unit tests missed: 3 real bugs in 9 flagship lint rules

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7 min read
EventStream Build Log #1: Static Benchmarking as a Gate for Architecture Decisions

EventStream Build Log #1: Static Benchmarking as a Gate for Architecture Decisions

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3 min read
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