// free guide · for senior engineers

Your agent forgets everything between sessions. So you keep explaining your repo.

Zero to One-Shot Development: set up your repository once so AI agents can prototype, test, and ship without re-explaining your workflow every session. A free 15-minute guide, with a repo template you can use today.

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// the one-shot workflow

Set the repo up once. Then ship in a straight line.

Teach the repository the rules, and the loop from a rough idea to shipped code stays short.

01

Setup

An AGENTS.md, an index.md, and a justfile. The repo learns your stack, your tests, and what "done" means.

02

Product loop

/lets create-prototype, then write-docs, then create-product. The prototype becomes direction.

03

Ship

just turn-test, just pr-test, and a ship summary. Every requirement traces to shipped code.

After setup, describe the outcome you want with a short /lets command, instead of re-explaining the operating model.

// who's handing you this
Troels Frimodt Rønnow
Troels Frimodt Rønnow
Principal engineer
  • Ex-Microsoft and ETH Zürich.
  • Builds full-stack platforms in Rust with AI agents, including the course platform itself.
  • Teaches the ACE method to senior engineers at CompoundCoders.
// what you're building

Four kinds of memory that keep every prompt short.

Not a pile of agent instructions. A repository an agent actually understands.

01

Product memory

What you're building, who it's for, what the first version must do, and which tradeoffs matter.

02

Workflow memory

When to prototype, when to write direction, when to implement, and which checks prove the work.

03

Engineering memory

The stack, the test commands, the issue flow, the trace rules, and what counts as done.

04

Shipping memory

Mapping a requirement to acceptance criteria, a task, code changes, verification, and commits.

You also get the repo template itself, and the /loop and /goal command path from idea to shipped code.

// get the guide

Send me Zero to One-Shot Development.

No spam. Unsubscribe anytime. The guide and repo template land in your inbox the moment you confirm.