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Diagram-style image showing an AI-assisted engineering workflow with agents moving through intake, planning, build, verification, review, evidence, and retrospective stages.

AI Agents That Ship: From Prompting to Evidence-Based Engineering

AI-assisted engineering is moving beyond simple code generation. The real value comes from designing controlled workflows where agents produce evidence, pass verification gates, and support delivery without weakening engineering discipline. This post explores how intake, planning, implementation, verification, review, closing, and retrospective agents can form a safer AI-enabled software delivery pipeline.
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