Deny list anxiety. Claude Code’s permission system has evaluation order issues where blanket Bash allows override of the ask list. This unfortunate bug has led me to do away with the ask list and instead use a deny list. I deny destructive commands (rm, git reset --hard, DROP) but the agent keeps finding creative ways to override them: unlink, python -c "import os; os.remove()", find ... -delete. I recently added an instruction in CLAUDE.md to not do that, so far so good but I don’t fully trust it.
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After OpenAI released GPT-5.3-Codex (high) which performed substantially better and faster at these types of tasks than GPT-5.2-Codex, I asked Codex to write a UMAP implementation from scratch in Rust, which at a glance seemed to work and gave reasonable results. I also instructed it to create benchmarks that test a wide variety of representative input matrix sizes. Rust has a popular benchmarking crate in criterion, which outputs the benchmark results in an easy-to-read format, which, most importantly, agents can easily parse.
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