Field Notes — 92 Articles

Notes from the foundry

Engineering essays on generative AI, retrieval systems, and what it takes to ship intelligent software to production.

61Tutorial // AgentsBuild an Agent with Human Approval Using AI SDK 62026-06-2362Tutorial // RAGBuild a RAG Chatbot Over Your Docs with Claude and pgvector2026-06-2363Tutorial // MCPConnect Your App to MCP Servers with the AI SDK2026-06-2264Tutorial // AgentsBuild an AI Agent with Tool Use Using the Claude API2026-06-2265Tutorial // AgentsBuild a Coding Agent with the Claude Agent SDK2026-06-2166Tutorial // Frontend AIBuild a Streaming AI Chat UI with the Vercel AI SDK2026-06-2167Tutorial // AgentsBuild a Multi-File Refactor Agent with GPT-5.52026-06-2068Tutorial // Document AIBuild a PDF Data Extraction Pipeline with an LLM2026-06-2069Tutorial // DevToolsSpin Up Sandboxed Subagents with the Antigravity CLI2026-06-1970Tutorial // MCPBuild an MCP Server to Connect Claude to Your Database2026-06-1971Tutorial // InfrastructureSelf-Host an Open-Weight Coding LLM with vLLM2026-06-1872Tutorial // SearchBuild a Semantic Search Engine with Embeddings and Qdrant2026-06-1873Engineering // LLMsShipping Generative AI Features Without Breaking Production2026-06-1874Tutorial // Voice AIBuild an AI Voice Agent with Twilio and a Realtime Model2026-06-1775Tutorial // MCPHow to Build an OAuth-Secured MCP Server (TypeScript Tutorial)2026-06-1776Tutorial // WorkflowsBuild a Durable Multi-Step Workflow with Claude Opus 4.82026-06-1677Tutorial // EvalsAdd an Eval Harness to Your LLM App2026-06-1678Tutorial // DevToolsBuild a Code Completion Backend with Codestral2026-06-1579Tutorial // AgentsBuild a Multi-Agent Workflow with LangGraph2026-06-1580Tutorial // DevToolsBuild an AI Code Review Bot for Your Pull Requests2026-06-14