
The alternative to vibe coding. A six-gate frame — Research, Fact-Check, Plan, Implement, Debug, Review
hunting silicon errata.
Embedded systems engineer exploring the intersection of firmware reliability and AI tooling. I write about silicon errata, MCU quirks, and how modern AI/RAG pipelines can help engineers catch hardware bugs before they ship.
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