What we're learning building production AI, modernizing legacy systems, and embedding engineers inside real organizations. New posts twice a month.
MIT's number isn't an AI failure — it's five missing engineering layers: integration, state, evaluation, human oversight, and security.
Read the postIdentical invoices, different outcomes. The specification tax, the ownership gap, and the discovery dividend — explained.
Read the postMore coming — next up: "The Legacy Modernization Playbook: API-First, Not Rip-and-Replace" and "What 'Production AI' Actually Means: A Technical Checklist."
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