Ideas
The named frameworks I use. Each gets one sentence of definition and one page of explanation.
- Agentic in Production
- Agentic in Production is the practice of running AI agents on real enterprise work, every day, with bounded failures, an audit trail, a named owner and a budget.
- AI-DLC
- AI-DLC (AI Development Lifecycle) is a software lifecycle in which agents do a large share of the writing, testing and operating, and humans own the definition of done, the review of intent, and the decision to release.
- AI Velocity Pods
- An AI Velocity Pod is a small senior team that takes an agentic AI outcome from definition to production for a fixed price, owning the evaluation set, the refusal list and the runbook as deliverables.