Autoblocks
Improve the accuracy of LLM-based products
876 followers
Improve the accuracy of LLM-based products
876 followers
Autoblocks is a full-stack LLMOps solution. Our tooling helps teams understand and improve the accuracy of their AI products. Evaluation, experimentation, data management, prompt versioning, production observability, and more.
This is the 5th launch from Autoblocks. View more
Agent Simulate
Agent Simulate lets you simulate and test LLM agents in a sandbox before shipping. Debug behaviors, iterate faster, and reduce production risks with an interactive testbed built for agent developers. Save time with reproducible, automated runs.
Free Options
Launch Team
Autoblocks
Hey Product Hunt! 👋
We built Agent Simulate because teams relying on AI-powered products struggle to accurately predict how their applications will perform under real-world conditions—especially when handling unpredictable user behaviors and edge cases.
Traditional manual testing is costly, slow, and often misses critical scenarios that impact user experience.
With Agent Simulate, you can:
⚡ Simulate thousands of user interactions in minutes to rapidly uncover and fix hidden issues.
🎭 Easily build realistic user personas (like elderly, distracted, or non-native speakers) to test your AI comprehensively.
🚩 Cover every edge case automatically, ensuring robust and reliable user experiences in production.
📊 Gain deep insights with built-in analytics to continuously measure and optimize your AI’s performance.
What sets us apart is our ability to handle highly specific scenarios effortlessly, empowering your team to catch problems before your users do.
We're excited to hear your feedback and answer any questions you have. Thanks for supporting us today!
Finding real users is hard. This is a brilliant application of Agentic AI in my opinion. Congratulations on the launch! Love your website too. Do you not have a freemium version where an individual user who is just prototyping can test their idea with a smaller pool of AI Agents?
Jo
Really cool concept and demo video! I tried to use Agent Simulate but had to wait for a response back so wasn't sure how it works exactly. Is this primarily to test voice agents?
Autoblocks
@ragsontherocks right now it's only to test voice agents - but we'll support any conversational agent soon!
This is such a game-changer for anyone working with LLM agents. Having a safe, controlled sandbox to test and iterate is exactly what’s needed to catch edge cases before they hit production. Love how this tackles both debugging and reproducibility—massive time-saver. Big congrats on the launch! 🚀
Spiritory
Your initiative sounds fantastic and addresses a critical need in the AI development space! The ability to simulate diverse user interactions and cover edge cases automatically is truly groundbreaking.
I’m curious, what inspired your team to focus on tackling real-world unpredictability and edge cases in AI-powered products? Was there a particular challenge or experience that led you to create Agent Simulate?
What integrations does Agent Simulate offer with existing development workflows or tools?
Elisi : AI-powered Goal Management App
This is super timely — simulating edge cases with realistic personas is exactly what’s missing from most AI product testing today. Love how you’ve made it possible to catch issues before they show up in production.
The ability to test “non-standard” user behaviors (like distracted users or those with different cultural contexts) is especially valuable — feels like a big step toward more inclusive, reliable AI.
Excited to try this out. Congrats on the launch! 🚀