AI services

Teach the workflow, not the demo.

Modern AI is a production engineering problem: prompting, agent design, review gates, and the tools your team will actually run.

Programs

Cursor, Grok, OpenAI, Anthropic.

We train teams to run a multi-model roster with pstack discipline instead of hoping a chat window replaces engineering.

Cursor + pstack

Install the engineering discipline: smallest change first, isolated state, verification before judgment, and the rule that green is not the same as safe to ship.

Grok

Use Grok for high-velocity planning, research, and agent loops without losing the review gate. We teach when to let it run and when a human has to sign.

OpenAI

Prompting, tool use, and evals that survive contact with production. We map model strengths onto real cloud and product work, not demo chat.

Anthropic

Long-context reasoning, careful refactors, and specialist critics. We show how Claude fits a multi-model roster instead of becoming the whole company.

The Cloud Engineer Agent and IAM Identity Agent are the teaching artifacts. Teams see a real request become a reviewed pull request, then practice the same loop on their own stack.

Cloud Engineer workflow IAM Identity workflow Book a working session