Field notes
Expert opinions. Independent views.
Real experiences from operators building with AI in the SDLC, including what worked, what failed, and what changed. We freely give our content. Our only requirement is that you attribute it to here.
Articles
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Dear Jim in Detroit — Don’t Punish Your Top AI Dev
Executive Deck ↗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 Technology Executives
Executive Deck ↗Technology executives: the skills that got you here won't keep you here. A frank letter about adapting your leadership for the AI-native era.
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What Got You Here Won’t Keep You Here: A Letter to VPs of Engineering
Executive Deck ↗VPs of Engineering: your playbook is obsolete. Here's how AI changes everything about how you lead, measure, and develop your organization.
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What Got You Here Won’t Keep You Here: A Letter to Engineering Directors
Executive Deck ↗Engineering directors have 18 months to prove they can transform teams for AI. The market in 2028 will have directors with proven transformation track records. Will…
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What Got You Here Won’t Keep You Here: A Letter to Mid and Late-Career Developers
Executive Deck ↗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 ↗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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Developer, Development & Programming, Director, Industry & Business, Industry Research, Leadership, ManagerExploring Developer Happiness in the AI-SDLC
Executive Deck ↗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 ↗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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Your Questions About AI in the SDLC Reveal Exactly Where You Are in the Adoption Curve—And How to Bridge the Gap Before You Waste a Year
Executive Deck ↗Listen ↗Your questions about AI in the SDLC reveal your adoption maturity level. Diagnose where you are and learn how to accelerate your journey.
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Gen AI in the SDLC Is Infrastructure Now—And Every One of Your Engineers Picked Their Own
Executive Deck ↗Listen ↗Gen AI in the SDLC is now infrastructure, not innovation. But every engineer picked their own stack. Here's why that's a governance problem.
Essential or Ornamental
Three companies. Three choices. One satisfactory ending.
One does nothing. One maps the waste. One bets everything on twelve people in a warehouse.
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