Aki Wijesundara, PhD
Manu Jayawardana
Free Lesson

Upgrade Prompts into Agent Loops

30 min
Oct 19, 2026 10:00 AM

What you'll learn

Identify which part of a chain becomes a loop

Find the step where iteration adds reliability rather than cost

Add a termination condition that is not a cap

Write an exit rule based on the work, not on a maximum turn count

Migrate without rewriting the system

Sequence the change so the existing chain keeps running throughout

Why this topic matters

Most people have a prompt chain that mostly works and breaks in ways they cannot predict. The upgrade to a proper loop does not require a rewrite, but it does require knowing which part of the chain should become the loop and where to put the exit condition. Get that wrong and you have swapped one failure mode for a more expensive one.

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 | CEO at TAI Labs | Co-Founder of Snapdrum

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