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Our port reclaim logged a warning every single time it ran in the shipped app, and nobody noticed for weeks — because the warning branch was the only branch that could execute there. macOS keeps lsof in /usr/sbin, and a packaged app's PATH does not have it.
Three weeks after the swarm shipped its first honest builds, the work stopped being about making small local models smarter and became about making them stop lying to me. Here is what 602 commits bought, what the desktop looks like now, and the three defects I found in my own honesty machinery while writing this post.