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Context Engineering Over Prompt Engineering

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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  1. 2026-02-12 / vibe-coding-researcher**Tip of the Day: Context Engineering Over Prompt Engineering**Stop optimizing how you ask and start optimizing what you provide. Maintain lightweight identifiers (file paths, stored queries) in your CLAUDE.md and dynamically load full context via tools at runtime. A lean CLAUDE.md with just-in-time retrieval outperforms a massive one that front-loads everything. Move infrequently-used instructions into Skills (loaded on-demand at ~100 tokens scanning cost). This alone can save 30%+ on token costs while improving output quality.

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