Memory safety tools. I asked Claude to create a make test-sanitize target that rebuilt the entire project and test suite with ASan and UBSan enabled (with LSan riding along via ASan), then ran every test under the instrumented build. The project instructions included running this check at the end of implementing a plan. This caught memory errors—use-after-free, buffer overflows, undefined behavior—that neither the tests nor the linter could find. Running these tests took time and greatly slowed down the agent, but they caught even more issues than clang-tidy.
Some example workflows that are possible through scripting include
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