Foundations
Build the first useful version on a real piece of work.
BUILD / OPERATOR
Vibe Coding to Production
Keep the speed of AI-assisted coding while adding the boring disciplines that stop a prototype from becoming a fragile production mystery. Learn repository truth, architecture boundaries, migrations, secrets, reviewable changes, CI, browser verification and controlled deployment.
Deep diveProven in the LabHands on
AI-assisted builders whose prototypes are becoming real productsNon-traditional developers shipping code generated with assistantsFounders who need to know when fast iteration has crossed into production responsibility
Advanced Pack
Turn it into a repeatable system with deeper implementation, reusable assets and harder operating decisions. Free during Early Access.
Final Lab
Test the capability in a practical scenario when you want another round.
YOU'LL LEAVE WITH
A result you can take back to real work.
A production-ready delivery workflow that turns AI-generated changes into reviewed, tested, versioned and deployable software with known runtime state.
Turn one AI-generated feature into a controlled repository change
Define scope, inspect the existing architecture, make reviewable edits, run tests/build and verify the feature in a browser before calling it done.
Build a repeatable production delivery system
Add migration discipline, environment/secrets contracts, CI gates, deployment identity, observability, rollback and agent instructions that preserve architecture while keeping iteration fast.
WHAT ADVANCED ADDS
Take the method back to real work.
Advanced includes reusable artifacts, decision rules and implementation material designed to keep working after you close the Path.
Production Readiness Checklist
A practical gate for source control, architecture, data migrations, secrets, tests, build, runtime config, observability, rollback and browser acceptance.
AI Change Brief
A format for giving coding agents bounded scope, invariants, acceptance criteria and prohibited side effects before they edit a repository.
Release Truth Map
A compact distinction between branch, commit, build, deployment, environment and accepted production so teams stop calling unmerged code 'live'.
PATH MAP
Build the first version. Then make it operational.
Foundations takes you through the first useful result. Advanced adds the implementation depth, harder cases and operating discipline needed to reuse it.
- 01Make the Repository the TruthFree
- 02Write a Bounded Change BriefFree
- 03Inspect Before You Let AI EditFree
- 04Make a Reviewable ChangeFree
- 05Verify the Real FlowFree
- 01Control Schema and MigrationsAdvanced
- 02Govern Secrets and EnvironmentsAdvanced
- 03Build CI Gates That Catch DriftAdvanced
- 04Separate Revision, Release and DeploymentAdvanced
- 05Observe and Roll BackAdvanced
- 06Write the Coding-Agent ContractAdvanced
It Works on Preview
An AI-built feature passes a happy-path demo but has schema drift, secret assumptions and ambiguous deployment state. Stabilize it without rewriting the entire product.
Complete Advanced, take on the scenario if you want to test the capability, and pass it to create a lightweight shareable record of the result.
How Lab Achievements work →BEGIN THE PATH
Start with a real result.
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