Day 60: From model demos to mission-ready AI systems
A practical map for moving from impressive AI demos to systems people can trust.
Jul 20, 20263 min read

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Articles tagged with #ai-engineering
A practical map for moving from impressive AI demos to systems people can trust.

Why production AI is the coordination of data, models, tools, controls, evaluation, and people.

Why predictable AI workflows often benefit from pipeline structure before agent autonomy.

Why guardrails should shape safe progress, not just block uncertain behavior.

Why planning matters when actions have cost, risk, or dependencies.

Why reliable agent behavior comes from loop design, not a single clever prompt.
