Category: Enterprise Software
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AI-DLC in Practice: What Structured AI Development Actually Looks Like
Thirty engineers in a room. One feature to build. By the end of the day, they had a validated specification, working code, and infrastructure configuration, all generated from a structured intent document they wrote together that morning. In the feedback survey, the team rated the experience 9.7 out of 10. Every single respondent expressed interest…
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The Governance Paradox: Why the Most Regulated Industries Will Adopt AI-DLC First
Earlier this year, during an AI-DLC adoption assessment at a large financial institution in Latin America, something unexpected happened. The compliance team became the loudest champion of the methodology. Not the engineering leads, who were excited about the productivity gains. Not the CTO, who saw the strategic positioning. The compliance team, the people everyone assumed…
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Mob Elaboration: What Happens When AI Runs the Requirements Room
The first time I facilitated a Mob Elaboration session, the Product Owner read the Intent aloud: a new customer onboarding flow for a financial services platform. Within four minutes, the AI had generated twelve user stories, acceptance criteria for each, a proposed domain model, and a decomposition into three independent units of work. A senior…
