SapientTech.dev Posts
All the articles I've posted.
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Opus 5 Failure Patterns: An Executive Accounting
A source-bounded executive accounting of ten documented Opus 5 failure patterns, observed over five days across four project contexts, with one comparative transcript study.
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I built a machine for settling arguments. Then I asked it where to fish.
A multi-agent research council that settles architecture arguments at work, pointed at a personal question: which river, which stretch, which day. The brief is the whole job.
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The Frikadeller Trial: How AI Judges Art
I put Claude Opus 4.7 on trial against 4.6 using the Delphi method and a three-judge LLM panel, before migrating production. Here is what the protocol found.
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Intake Is the Architecture
Four intake pipelines feed one search layer on a $200 gaming laptop, turning Karpathy's LLM Wiki into a personal knowledge system that already knows you.