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Notes on systems I’ve built and the constraints that shaped them. Articles open on GitHub in a new tab.
Selected Writing
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When an agent writes the code, what does the test suite really check? I broke a passing suite on purpose to find out.
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How an evaluation graded the safe model as the dangerous one, and what that showed about the measurement.
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Data delivery and rendering decisions for a civic platform with limited resources.
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Connection limits, execution ceilings and poisoned queues: the production constraints that come from how serverless is designed.
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Moving long-running jobs into background workers while keeping the working monolith.