Aki Wijesundara, PhD
Manu Jayawardana
Free Lesson

Graph and Loop Engineering: Structure Your Agent's Work

30 min
Sep 30, 2026 5:00 PM

What you'll learn

Model your workflow as a graph, not a chat thread

Turn a tangled agent flow into nodes and edges you can read, test and hand over.

Add a critic and a revise step to any node

Turn a single step into a loop that checks its own output before moving on.

Set exit rules so loops end and runs finish

Stop the two classic failures: an agent that never stops and one that quits too early.

Why this topic matters

Chains were fine when the work was one step. Real tasks branch, retry, wait for a human and come back, and the good ones check themselves before they answer. Graphs give you that structure, loops give you the self correction, and they are the same skill: deciding where control lives instead of stuffing it all into a prompt. Teams that skip this ship agents nobody can debug.

You'll learn from

Aki Wijesundara, PhD

Aki Wijesundara, PhD

AI Advisor | Educator | Google AI Accelerator Alum

Google
Meta
OpenAI
Amazon Web Services
NVIDIA
Manu Jayawardana

Manu Jayawardana

AI Founder | Co-Founder & CEO at TAI Labs | Co-Founder of Snapdrum

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