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Dark scoreboard chart comparing one week of build effort and about five hours of rework against six weeks of elapsed time, in One Eleven brand red on black
AI Tools 8 min

AI Engineering: What Actually Happened

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Dark diagram of an eight-phase development flow from Ideation through Peer Review, Brand Definition, UI & UX, App Bootstrap, Iterative Agentic Development and Human UAT to Continuous Development, with loop-back arrows between phases
AI Tools 17 min

AI Engineering: Idea to Product

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Flowchart titled "Spec writing best practices: an iterative and disciplined methodology" showing four phases from front-loading context through adversarial reviews to methodology as output
Business Analysis 7 min

What I Learned Using AI to Write a Production Feature Spec

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