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The Plan-Execute-Review Pattern

The three-phase workflow for reliable agent-driven development: plan mode, execution, and human review.

14 min readplan-execute-review, workflow, agent-patterns, development-process

The most common mistake developers make with AI agents is typing "build me a login system" and letting the agent loose. Sometimes it works beautifully. Sometimes it creates a login system that stores passwords in plain text, doesn't handle edge cases, and uses deprecated libraries.

The difference between those outcomes isn't the agent — it's the process. The plan-execute-review pattern adds structure that makes agent output consistently reliable. It's the same reason construction projects have blueprints and inspections — the building phase is only one part of the process.

The Three Phases

Phase 1: Plan

Before the agent writes a single line of code, it creates a plan. The plan describes what will be built, how it will be built, and what assumptions are being made.

 

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