Interactive Labs
Hands-on exercises to practice tokenomics decisions: pick the right model, optimize a multi-agent system, and design cost guardrails.
🧮
Understand and Estimate LLM Costs
Price one real task end to end: what input and output tokens actually cost, how that scales with volume, and where a cheap model stops being the cheap option.
Start Lab →
📊
Analyze and Optimize an AI Application
Take one running AI application — a 3-agent customer support system — and cut its bill without dropping below 85% resolution.
Start Lab →