Insights
Notes from the work.
Practical writing on building enterprise AI that reaches production.
OpenAI's Agents API turns the agent loop into a managed service. The rest is still yours.
Managed harness, subagents, context compaction and now computer use. What an enterprise can hand to the model provider, and what it cannot.
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What a production-ready enterprise AI stack actually needs in 2026
Five core layers, six cross-cutting controls and one owner: a field guide to what separates an enterprise AI system from a model and a prompt.
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