Agents Towards Production

Skill by ara.so — AI Agent Skills collection.

This skill enables you to build production-grade GenAI agents from prototype to enterprise deployment. The repository provides 28+ end-to-end tutorials covering stateful workflows, vector memory, real-time web search, Docker deployment, FastAPI endpoints, security guardrails, GPU scaling, browser automation, multi-agent coordination, observability, evaluation, and UI development.

What It Does

Agents Towards Production is a comprehensive tutorial collection for building real-world AI agents that scale. It covers:

• Agent Frameworks: LangGraph, LangChain for stateful workflows and orchestration
• Memory Systems: Vector storage with Redis, Mem0 for persistent agent memory
• RAG Integration: Retrieval-augmented generation with Contextual AI
• Web Access: Real-time search APIs (Tavily), web scraping (Bright Data)
• Deployment: Docker, FastAPI, GPU scaling, production infrastructure
• Security: Guardrails, OAuth2, human-in-the-loop controls (Arcade)
• Multi-Agent: Coordination, orchestration, distributed workflows
• Observability: Monitoring, evaluation, debugging production agents
• UI Development: Browser automation, user interfaces