Tag: AI Agents
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Mob Construction: What Changes When AI Generates Code from a Real Specification
Two weeks after the Mob Elaboration session I described in my previous post, the same financial services team sat down for their first Mob Construction session. They had a validated specification: twelve user stories with acceptance criteria, a domain model with verification tiers, non-functional requirements with measurable thresholds, and a risk register that included the regulatory…
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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…
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The Community Is Building AI-DLC Without Knowing It
A few weeks ago, a developer on Reddit posted about a workflow they had built for Claude Code (r/ClaudeAI, March 2026). They had split their AI-assisted development into three distinct agents: an Architect that defined the system design and constraints, a Builder that generated the code, and a Reviewer that evaluated the output against the…
