AI Agents
Building with LLMs as collaborators and as services. Start at claude-code for day-to-day workflows; jump to rag or mcp-servers when shipping retrieval or tool-using systems.
Pages
- claude-code: Claude Code workflow patterns.
- prompt-design: System prompts, role framing, structured output.
- multi-agent: Orchestrator-worker and planner-executor patterns.
- rag: Chunking, retrieval, reranking, evaluation.
- mcp-servers: Designing and shipping MCP servers.
- embeddings: Model choice, dimensionality, similarity.
- ollama: Running local LLMs with Ollama.