agents-towards-production

Agents Towards Production is an open-source playbook of runnable tutorials for turning GenAI agents into real products. It is organised around the building blocks of an agent stack: orchestration, memory, tool integration, data processing, RAG and knowledge management, observability, security and deployment. Each tutorial sits in its own folder with ready-to-run notebooks or code.

Examples in the README include secure tool calling with OAuth2 and human-in-the-loop approvals (Arcade), web data collection and real-time web search for agents (Bright Data, Tavily), production RAG on a managed platform (Contextual AI), dual short- and long-term memory with semantic search (Redis), self-improving memory (Mem0) and knowledge-graph memory (Cognee), and managed deployment on AWS Bedrock AgentCore. Several tutorials are contributed by the vendors themselves, and the README lists tutorial and general sponsors and a newsletter.