AI Augmentation
Operational Practices for AI-Native Teams
The Frontier Pod: humans and AI agents collaborating around a shared system of intent, validation, and learning.
Vibe to Value
AI Augmentation
AI Adoption Isn’t a Tooling Problem. It’s a Judgment Problem.
AI value doesn’t come from better tools. It comes from better judgment. Those who manage context, structure work intentionally, iterate intelligently, and calibrate trust reshape workflows. The rest install software and call it transformation.
Vibe Coding
Vibing to Prod: Why DORA Misses the AI Inflection Point
DORA shows delivery improving, but AI’s biggest impact happens earlier. AI shifts value upstream into reasoning and decision making, where work is avoided before it exists. Vibing now produces production ready outcomes, moving rigor earlier and outside what DORA can see.
Vibe to Value
After Vibe Coding: What Developers Who Succeed With AI Do Differently
AI makes code cheap and judgment visible. Developers who succeed stop executing steps and start managing feedback loops. Ambiguity isn’t solved by better specs, but by exploring the system until clarity emerges.