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In my experience so far I've seen glimpse of this "big shift" but I've also read that you're supposed to change your AGENTS.md/CLAUDE.md and such and overall revolutionise your approach to AI
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I’d avoid “revolutionize everything” too. Small, boring context files are enough: commands, constraints, verification steps, and boundaries. APC is meant to keep that portable, not dramatic. https://agentprojectcontext.com/