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Luis Mori Guerra

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Before You Copy Legacy Code: A Spec-to-Spec Migration Workflow for Modernizing One FeatureA Phase-by-Phase Model Strategy for GitHub Spec Kit in 2026How to Reverse-Engineer an Existing Feature into GitHub Spec Kit ArtifactsWhy Concise AI Responses Work Better: Evidence, Biases, and a Better Default for Engineers and PMsWhat `ghcr.io` Is, and How to Use It with Helm and Argo CD for a FastAPI App

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Before You Copy Legacy Code: A Spec-to-Spec Migration Workflow for Modernizing One Feature

An exploratory, source-backed article on reverse-engineering one feature into current-state specs in the old repo, then using those artifacts to drive a safer implementation in a new repo and a new stack.

Apr 14, 2026 18 min read

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