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Field notes for technical leaders making real decisions about agents, evaluation, governance, and infrastructure—especially where production constraints matter.
Concrete lessons from building and shipping, not a digest of AI headlines.
Orchestration, failure modes, and meaningful human control.
Test suites, observability, and regression gates before release.
Governance, infrastructure, and the constraints that shape delivery.
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