Software Developers
Hands-on AI engineering practices and career guidance for software developers and individual contributors.
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The Quiet Gift of 2025: Three Models That Changed Everything
Executive Deck ↗Exec summary ↗Listen ↗Three frontier AI models from Anthropic, Google, and OpenAI arrived in December 2025. The gap between engineers using AI to reason through problems and those using it for autocomplete is widening every month.
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Stop Asking for “Advanced” AI Training
Executive Deck ↗Exec summary ↗Listen ↗Advanced AI training is a status marker, not a learning objective. Discover what you actually need to know based on your role and current skill level.
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Dear Jim in Detroit — Don’t Punish Your Top AI Dev
Executive Deck ↗Exec summary ↗Listen ↗An open letter to engineering managers: why punishing your fastest AI adopters creates a lose-lose situation. Here’s what to do instead.
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What Got You Here Won’t Keep You Here: A Letter to Mid and Late-Career Developers
Executive Deck ↗Exec summary ↗Listen ↗Mid and late-career developers: AI isn’t here to replace you. But developers who use AI will replace those who don’t. Here’s how to adapt.
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The Engineers Who Can’t Use AI Agents Don’t Have a Tools Problem
Executive Deck ↗Exec summary ↗Listen ↗Your engineers struggling with AI agents don’t need better tools or training. They need permission to work differently and the organizational barriers removed that punish speed.
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Exploring Developer Happiness in the AI-SDLC
Executive Deck ↗Exec summary ↗Listen ↗Exploring what developer happiness looks like when AI handles the tedious work. Research and insights on the emotional side of AI adoption.
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You Cannot Read Yourself Into AI-SDLC Literacy
Executive Deck ↗Exec summary ↗Listen ↗Reading about AI won’t make you AI-literate. Only hands-on building will develop the intuition you need to lead. Start tonight.
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Every Agile Artifact Was Built to Derisk Humans Writing Code
Executive Deck ↗Exec summary ↗Listen ↗Every agile artifact exists to derisk humans writing code. AI changes that equation. Here’s what to keep and what to throw away.
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Your AI Agent is the World’s Most Educated Five-Year-Old
Executive Deck ↗Exec summary ↗Listen ↗Your AI agent has the world’s knowledge but the judgment of a five-year-old. Learn to work with it like the brilliant but inexperienced junior it is.
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