Frontend
React, Vue and Next.js, where visual iteration beats autonomy.
- React patterns: components, state, hooks
- Next.js and Nuxt patterns, app router included
- Vue and Angular patterns, side by side
Examples
- categories
Worked examples and copy-paste recipes.
One walkthrough of the artifact chain end to end, then the recipes for your stack — what an agent needs written down before it touches the repository.
Featured example
From a vague request to a plan an agent can execute
The three artifacts the rest of this site assumes you have: intent, then spec, then plan, committed to the repository so they survive a context reset. A template for each one, and the role that accepts it.
- intent → spec → plan
- Committed artifacts
- One source of truth
Browse by category
Backend
APIs and services — the multi-file changes agents handle best.
- Node, Python, Go, Rust, Java, PHP and Elixir patterns
- API patterns: routing, validation, error shapes
- Serverless patterns, and where they stop paying off
Full stack
Whole features, from the first artifact to a merged pull request.
- Implementation: turning a plan into a diff
- Multi-file workflows and large-codebase work
- Migrations and refactors an agent can finish
Databases
Schemas and migrations, where a wrong guess is expensive.
- SQL patterns: schema, indexes, query review
- Migration patterns, including the rollback
- ORM and NoSQL patterns
DevOps
Pipelines and infrastructure, where the agent runs headless.
- CI/CD pipelines an agent can read and fix
- Docker and Kubernetes patterns
- Infrastructure as code, monitoring and logging
AI features
MCP servers and the ecosystem you wire your agent into.
- Which MCP servers earn a slot, and which cost tokens
- Database, filesystem and browser-automation servers
- Writing your own MCP server
What the subscription includes
- Tutorials & guides
- 400+
- Copy-paste recipes
- 100+
- AI tools covered
- 3
- Both languages
- EN + PL
Free · 25 questions · ~8 minutes
Which level is your AI workflow at?
Your place on the ladder (Levels 1–4) and the one move that takes you to the next rung.