A six-proof framework for turning AI prototypes into adopted business systems.
Writing
Essays on production AI, operating models, architecture, and technical leadership.
2026
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7 min read
Why Enterprise AI Fails Between Prototype and Adoption
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8 min read
Prompt Versioning in Amazon Bedrock Without Breaking Production
A practical pattern for immutable prompt versions, environment promotion, evaluation, and rollback in Amazon Bedrock.
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8 min read
The Technical Leader’s Real Job: Make Decisions Legible
Why senior technical leadership depends on making context, trade-offs, decision rights, and follow-through visible.