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Highly recommending this talk from AIE/CODE 2025 on how to code effectively as a team with AI:
* With coding agent, 40% of your context window is “smart zone”. Once it’s passed, expect more slop.
* How do you know you should start a new context (task): when your coding agent says “You’re absolutely correct!”
* Research, Plan, Implementation (RPI).
* Leverage-wise: R >> P >> I. Screwing up upstream costs big time.
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* Context compaction: documentation vs. code.
* AI rift: part of the team doesn’t believe in AI, and the other part uses a lot. The two sides hate each other more and more.
* PR is for mental alignment (among humans).
* And Memento is the best movie for context engineering!
Human Layer CEO Dexter Horthy on Advanced Context Engineering and avoiding the “dumb zone”
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