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Notes from the engine room.

Essays and real engagements. How platform foundations get built, where velocity actually comes from, and what survives when systems hit their first 10× moment.

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How we built a video ingestion pipeline for 60× scale headroom

How we built a video ingestion pipeline for 60× scale headroom

Building a high-volume video ingestion system for a scale target that refused to hold still, and the three times it pushed back and taught us something.

Doron Tsur·Jul 27, 2026 Read →
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Your AI Agent Should Not Grade Itself: Software Self-Verification Crisis

Your AI Agent Should Not Grade Itself: Software Self-Verification Crisis

I built Boundary-First Engineering around one annoying question: who verifies the code when AI wrote the checks too? My answer is boundaries, contracts, and evidence that came from outside the implementation loop.

Omer Morad·May 15, 2026 Read →

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