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Practical notes on AI-driven engineering, talent strategy, and building better technology teams.
AI SDLCSpec Driven Development
From Waterfall to Context Engineering: Two Decades of Software Development Reinventing Itself
AI-driven development is following the same pattern as every shift before it: a burst of speed, then the return of discipline — now playing out as spec-driven development and context engineering converge.
21 October 20265 min read
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What Spec-Driven Development Means for AI-Assisted Engineering Teams
AI coding assistants write code fast — but fast isn't the same as correct. Here's why writing the spec first is becoming the difference between AI that helps and AI that creates rework.
15 August 20263 min read
Read postTech Talent Augmentation
Hiring Freeze, Deadline Fixed: When Talent Augmentation Beats a New Hire
Not every skill gap should end in a job posting. Here's a practical way to decide when augmenting your team beats the months-long hiring cycle.
2 July 20263 min read
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