From Patch-and-Verify to Managed Agents, and What I Would Automate Now

After building a multi-site WordPress backup system through a long patch-and-verify conversation, I wanted to revisit the entire process without assuming that its present form deserved to survive. Managed agents can now maintain state, operate tools inside sandboxes, enforce hooks, delegate evaluation and continue for hours. What would happen if that infrastructure were applied to the same project? Which manual loops would disappear, which controls would move into code, and where would human judgment change?

This is a comparison, not…
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An Inspectable Human–AI Workflow: Agency, Evidence, and Judgment in an AI-Assisted Project

Over several days, I built a centralized WordPress backup system by working with AI one verified change at a time. The AI wrote a great deal of Bash, Python, PHP and JavaScript, but it never independently controlled the production server. I inspected the evidence, ran each bounded operation, questioned incorrect diagnoses and decided when a procedure was finally reliable enough to automate.

This was neither ordinary manual coding nor fully agentic development

When people discuss AI-assisted programming, they often imagine…
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