Course 5 · Advanced
Multi-Agent Systems & Advanced Orchestration
12 hours · 3 sessions × 4 hours · Max 10 participants
A production decision team with a supervisor, specialist workers, validator, budget and termination controls, and persistent state.
Who should attend
Intermediate and advanced developers moving from single-prompt scripts to stateful agent networks.
Where and how
- In person in Haiphong, Vietnam.
- English-language delivery.
- Bring your own laptop and build as you learn.
- Open groups and private B2B cohorts available.
What we cover
Session 1 — Agent Architecture — Learn autonomous-agent anatomy, Hermes and open models, custom Python state loops, tool calling, explicit state, and termination.
Session 2 — Framework Deployment — Use LangGraph and CrewAI patterns, specialist workers, planning, supervisor routing, validation, and revision loops.
Session 3 — Real-World Production — Add budgets, infinite-loop aborts, JSON contracts, persistence, memory boundaries, human approval, and observability.
You will learn to
- Build a manual tool-using agent loop before relying on a framework.
- Design explicit graph state and specialist worker boundaries.
- Implement supervisor routing, validation, and revision.
- Add token and cost budgets, iteration limits, and safe termination.
- Persist state and distinguish short-term state from durable memory.
- Add human approval and production observability.
Investment
- B2C
- 8,500,000 VND / person
- B2B private cohort
- 45,000,000–60,000,000 VND / private cohort
Recommended commercial range. Cloud and API use is billed separately where material.
Completion
Attend, complete the assessment, and finish the capstone. We will give you a course completion certificate.
For private cohorts, we can adapt the examples to a cleaned-up company use case after a short technical call.