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PersonalAI：a guideline for Product R&D people using generative AI

CodeSnapAI compresses massive codebases into ultra-compact semantic snapshots that preserve over 95% of debugging-critical information, resolving the “context explosion vs. information loss” paradox and enabling AI-assisted development at unprecedented scale.

An open-source toolkit that applies DFX (Design for eXcellence) methods on non-functional requirements to improve modern software quality.