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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Every Consultant Says They Can Fix Your Legacy App with AI — Here Is the Test
This is the third time your company has tried to fix the monolith. The first two attempts cost millions and changed nothing. AI agents make the…
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One Hundred POCs a Day
Executive Deck ↗Listen ↗Picture this. You wake up to three fully functioning proof of concepts, each with a complete go-to-market plan, built and validated by agents overnight. A hundred…
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Your Engineering Team Ships in 28 Days. Ten of Those Days Are Work. The Other Eighteen Are a Leadership Problem.
Executive Deck ↗Listen ↗Your engineering team reports a 30% velocity improvement from AI tooling. Your CFO sees 5% on the P&L. The gap — millions per year — is…
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The Customer Product Operating Model
Executive Deck ↗Listen ↗Your product team spends 60% of their time on coordination that agents handle in minutes. Building is no longer the bottleneck — your customer's capacity to…
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You Added AI Agents. Why Are You Still Running a Separate Quality Organization Like It Is 2009?
If you are adopting AI and still defending a separate quality organization in 2026, you are not making a technical argument. You are making an emotional…
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The Fifty Million Dollar Question — Stop Transforming. Start Building.
Executive Deck ↗Listen ↗Every leader I ask the fifty million dollar question gives the same answer. They would not build what they have now. They would start over from…
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Your Sales CRM Is Now a Tax, Not a Moat
Executive Deck ↗Listen ↗Your revenue team already exports pipeline data out of the CRM to do the real work somewhere else. You are not buying a strategic platform. You…
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If Your CFO Is Picking Your AI Tools, You Do Not Have an AI Strategy
Executive Deck ↗Listen ↗Your CFO should absolutely control the money. Your procurement team should absolutely manage the buying process. But neither of them should be deciding which AI capabilities…
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Dear CISO — Your Job Is Not to Stop AI. Your Job Is to Make It Safe to Ship.
Executive Deck ↗Listen ↗If your answer to AI is "no" until further notice, you are not reducing risk. You are pushing it into the shadows while your competitors learn…
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Everything You Learned About Building Software Is Already Wrong
Executive Deck ↗Listen ↗You read Brooks. You read Fowler. You read The Phoenix Project and highlighted the good parts. Then you built something on Claude Code this weekend and…