Blog

Notes on deploying with an AI.

Short pieces on agentic DevOps, shipping generated code, and keeping credentials out of a model’s context. No newsletter, no popups.

  1. 01

    Five places secrets leak in AI coding workflows

    Most credential leaks in AI-assisted development don't come from pasting a key into a chat. They come from four quieter paths — command output, repo context, generated code, and transcripts.

    · 3 min read

  2. 02

    Shipping a vibe-coded app to production: the 20-minute checklist

    The AI wrote the app in an afternoon. Getting it online is where the afternoon disappears. A short, ordered checklist for taking a generated codebase to a real URL.

    · 3 min read

  3. 03

    What is agentic DevOps? A short, unhyped definition

    Agentic DevOps means an AI that plans and executes infrastructure work under gates you control — not a chatbot that writes YAML for you. Here's the line between the two, and what each is good for.

    · 3 min read

  4. 04

    How to let an AI deploy your app without giving it your API keys

    Handing a deployment agent your Vercel token or AWS keys is the default today. It doesn't have to be. Here's the pattern that keeps credentials out of the model's context entirely.

    · 3 min read