Blog
Notes on building auralogs: the autofix loop, what AI catches, and what it misses.
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Why your app needs logs (and how AI changes the math)
I avoided setting up real logging for a decade. Here's the case for doing it now, and the math that just changed.
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The magic link bug that fixed itself overnight
A small, real example of what AI on-call looks like in production, including the part where the analysis was wrong but the fix was right.