Vibe to Value - AiBuddy.software

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Vibe to Value

A collection of 3 posts

AI Adoption Isn’t a Tooling Problem. It’s a Judgment Problem.

AI Augmentation Featured

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.

Vibing to Prod: Why DORA Misses the AI Inflection Point

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.

After Vibe Coding: What Developers Who Succeed With AI Do Differently

Vibe to Value Featured

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.