Trainer, not lecturer

Most AI training is recycled tutorial content delivered by someone who has never operated an agent in production. This is the opposite: every module comes from a system I run live — Yuvan, a voice-first AI tutor on LangGraph, RAG, and OpenAI Realtime with 5 paying schools. Your team trains on your stack, your data, your use cases.

What Your Team Will Learn

A curriculum built from production, tuned to your level and stack

LangGraph & orchestration

Stateful agent graphs, persistence, human-in-the-loop, retries, and failure isolation — the backbone of reliable agents.

MCP (Model Context Protocol)

Build MCP servers, expose tools and resources safely, and wire agents to real systems with proper permissions.

A2A & multi-agent patterns

Agent-to-agent communication, supervisor and router topologies, and when multi-agent is (and isn't) the answer.

RAG & grounding

Chunking, embeddings, pgvector, hybrid search, semantic caching, and retrieval evals — answers grounded in your data.

Evals & reliability

LangSmith evals, agent traces, verifier patterns, guardrails — making non-deterministic systems trustworthy.

Voice AI agents

OpenAI Realtime, WebRTC, latency budgets, barge-in — for teams building voice-first products.

Training Formats

1:1 Private Training

Individual engineers, accelerated.

  • Personalized curriculum and pace
  • Your project as the material
  • Async support between sessions
Best for: engineers levelling up

Train-the-Team Sprint

Training embedded in a real build.

  • Build a working agent together
  • Patterns transferred by doing
  • Team owns the result
Best for: learning by shipping

Frequently Asked Questions

How do I hire an agentic AI trainer for my team?

Email arjun@arjunthakur.dev or book a free intro call with your team size, skill level, and goals. You'll get a proposed curriculum, format, and timeline — typically within 48 hours.

What topics does the training cover?

LangGraph, RAG, MCP, A2A and multi-agent patterns, evals with LangSmith, guardrails, and voice AI agents — tuned to your team's stack and level.

What makes this different from a course platform?

It comes from an engineer running a production agentic AI product with paying customers. Sessions work on your team's actual use cases, not canned exercises.

Do you offer 1:1 agentic AI training?

Yes — private 1:1 training and mentoring, remote, scheduled around your time zone.

Can training be customized to our codebase?

Yes — the most effective format uses your repos and your product as the working material.

Related Pages

Agentic AI Training (Curriculum) →

The full curriculum, prerequisites, and outcomes.

All Training Programs →

LangGraph, RAG, MCP, voice agents, system design.

AI Workshop Facilitator →

One-off hands-on workshops for teams and events.

Hire an Agentic AI Developer →

Prefer it built for you? Freelance / contract builds.

Upskill your team on agentic AI

Book a free 30-minute intro call — tell me your team's level and goals, and get a concrete curriculum proposal.