Kashikoi: Rethinking AI Agent Evaluation with Smart Simulations | 9th June 2025

Send us Fan MailHow do you truly know if your AI agent is actually good? Kashikoi is here to answer that — not with prompts, but with simulations.  In this episode of the Colaberry AI Podcast, we explore how startup Kashikoi is building a simulation engine to benchmark AI agents by testing them in interactive, real-world-like environments. Instead of relying on prompts and guesses, Kashikoi uses “World Models” to interview agents and analyze their behaviors. What we cover: 🧪 Why current AI testing methods fall short 🎯 How Kashikoi’s prompt-free evaluation system works 🧠 Deep behavioral analysis using world models 💼 Use cases across industries: smarter benchmarking = better agents 🚀 How this could shape the future of agent development and trust AI agents are evolving — and so must the way we test them. This episode will reshape how you think about performance metrics in the world of intelligent systems. 📖 Read more: 👉 Kashikoi – YC Launch 🎧 Listen to more episodes at: 👉 Colaberry AI Podcast 📲 Follow us for daily AI breakthroughs: 🔗 LinkedIn 🔗 YouTube 🔗 X (Twitter) 🎙️ Disclaimer: This podcast is for informational and educational purposes only. All sources are credited; listeners are encouraged to explore links and form their own interpretations. Check Out Website: www.colaberry.ai