From the notebook

code-review.

3 notes on this topic.

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llm 31 July 2026

LLM code review found 41 security issues for three thousand dollars

A security firm ran Claude through GlobaLeaks' codebase and found medium-severity bugs for seventy-six dollars per finding. The question is whether a human would have caught the same issues faster.

Read the note 2 min read

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machine-learning 3 June 2026

Data2prompt stuffs entire projects into LLM context windows

A CLI tool that flattens your data science repo into one massive prompt. Smart filtering meets the 200K token era.

Read the note 1 min read

llm 29 May 2026

LLM code smells: hedging language and structural filler

A developer catalogues the tell-tale signs of AI-generated code. The patterns are obvious once you see them.

Read the note 1 min read