Roadmaps
Community-curated paths to learn to code. Pick one and a squad forms around you — you finish it together, not alone.
AI & agents
6 roadmapsAgentic Engineering
Design and ship AI agents: the agent loop, tool use, MCP, evaluation, and guardrails that keep autonomous systems safe. Best if you're comfortable with Python or JavaScript and have called an LLM API before.
✦ No squad yet — be the founding squadStart →AI Engineer
Build products on top of large language models: how LLMs work, calling model APIs, prompting, RAG, tool use, and evals. Best if you're already comfortable with Python or JavaScript.
✦ No squad yet — be the founding squadStart →AI-Assisted Development
Multiply your output as a developer with AI: prompting for code, the Claude API, agentic coding with Claude Code, subagents and skills, and MCP servers in your workflow. Best if you already write code.
✦ No squad yet — be the founding squadStart →Context Engineering
The discipline behind great AI systems: deciding what goes into the model's context window — retrieval, memory, tool results, and compaction. Best if you're comfortable with Python or JavaScript and basic prompting.
✦ No squad yet — be the founding squadStart →Machine Learning Engineer
Train and ship models, not just notebooks: math foundations, classical ML, deep learning, transformers, and MLOps. Best if you're already comfortable with Python.
✦ No squad yet — be the founding squadStart →Prompt Engineering
Get consistently better outputs from AI models: core prompting techniques, reasoning strategies, structured output, evaluation, and prompt security. No coding required to start.
✦ No squad yet — be the founding squadStart →