The RPI workflow (Research, Plan, Implement) - for advanced AI Coding Agent

An episode of the Build Wiz AI Show podcast, hosted by Build Wiz AI, titled "The RPI workflow (Research, Plan, Implement) - for advanced AI Coding Agent" was published on December 4, 2025 and runs 14 minutes.

December 4, 2025 ·14m · Build Wiz AI Show

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Summary

Dive into the world of Advanced Context Engineering, tackling the challenges of AI-generated "slop" and high rework rates often found when using coding agents on complex or brownfield codebases. We explore the methodology of frequent intentional compaction, utilizing the "Research, Plan, Implement" workflow to manage context windows and maximize LLM output quality. Learn how this plan-first approach enables engineering teams to maintain mental alignment and reliably ship complex, production-ready code while staying out of the "dumb zone".

Episode Description

Dive into the world of Advanced Context Engineering, tackling the challenges of AI-generated "slop" and high rework rates often found when using coding agents on complex or brownfield codebases. We explore the methodology of frequent intentional compaction, utilizing the "Research, Plan, Implement" workflow to manage context windows and maximize LLM output quality. Learn how this plan-first approach enables engineering teams to maintain mental alignment and reliably ship complex, production-ready code while staying out of the "dumb zone".

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