Wiring up an LLM call is easy. Shipping a system that uses tools, remembers across sessions, and coordinates other agents is not. Go from agent fundamentals to production-grade autonomous systems in 8 hands-on hours — all in TypeScript. Three working codebases you keep.
Learn how AI agents differ from chatbots, implement the ReAct loop, and manage agent state in TypeScript.
Design and register custom tools that connect agents to external APIs, databases, and services using LangGraph.
Build agents that remember user preferences across sessions using a four-tier memory stack with Redis and Pinecone.
Orchestrate specialised multi-agent systems with resilient communication, error handling, and production monitoring.
Autonomous agent that queries a knowledge base, checks order status, and escalates complex issues intelligently. ~25 min
Four-tier memory architecture with importance scoring and Pinecone integration — personalised responses across sessions. ~25 min
Researcher → Writer → Reviewer pipeline with up to 2 revision cycles, generating comprehensive reports autonomously. ~25 min
Real, deployable TypeScript throughout — not Python notebooks or pseudo-code.
Each block builds directly on the last — foundations to multi-agent with zero skill gaps.
ReAct, circuit breakers, vector memory — the exact patterns used in enterprise production.
Working codebases — not exercises. Templates you can adapt to real business problems.
Support agent, memory system, and research pipeline are ready to adapt from day one.
LangChain, LangGraph, Pinecone, Redis, LangSmith — one cohesive stack in a single day.
30 min — Node.js, TypeScript, API credentials setup.
2 hrs — ReAct pattern, agent loop, state & memory.
1 hr 15 min — Zod, LangGraph, streaming, async tools.
1 hr 30 min — Conversation buffers, Redis, Pinecone.
1 hr 30 min — Orchestration, circuit breakers, observability.
1 hr 15 min — 3 labs: support agent, memory system, research pipeline.
15 min — Key takeaways & resources.
Eight hours, four blocks, three production codebases in TypeScript. October 22, 2026 · OTEAcademy Athens.
