22 snippets · 2026

Snippets.

Production-tested fragments lifted from voice AI agents, MCP servers, and agentic pipelines I've shipped. Copy-paste ready — the pattern you would have figured out in two hours, in two minutes.

MCP

Model Context Protocol servers, tool design, and runtime patterns from production deployments.

AI

Claude SDK patterns — streaming, prompt caching, structured output, intent detection, RAG.

Agents

Tool-use loops, halt conditions, eval harnesses — the bones of every production agent.

Voice

Real-time voice AI: Pipecat, LiveKit, Deepgram, ElevenLabs, latency optimization.

Claude Code

Slash commands, hooks, and harness extensions for the Claude Code CLI.

Automation

n8n workflows, webhooks, and the glue between LLMs and business systems.

Web

Older but still-useful API integrations and web snippets.