Topic Archive

AI Engineering

Articles connected by the same topic cluster, grouped to make the journal easier to explore and easier to understand in context.

A dark production control room showing an AI-built prototype becoming a real software system with database, secrets, deployment, backup, rollback, and audit controls.

2026-06-13 · AI Engineering · 6 min

Vibe Coding Is Easy. Production Is Where AI Apps Start Bleeding.

AI can build demos fast, but production exposes the real risks: secrets, database migrations, permissions, rollback, logging, and operational discipline.

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2026-05-17 · AI Engineering · 14 min

Why Most AI Agent Systems Fail in Production

The failure patterns that kill AI agent projects in production: why architecture — not the model — determines whether your system survives.

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