RagaAI Catalyst
Observe, Evaluate and Debug AI Agents with RagaAI® Catalyst
2.6K followers
Observe, Evaluate and Debug AI Agents with RagaAI® Catalyst
2.6K followers
RagaAI's Catalyst helps you evaluate all stages of Agentic AI workflows and deploy with confidence.
Catalyst is a Python SDK used to observe, test and evaluate Agentic AI and LLM models. It features tracing, multi-agent debugging, a user-friendly dashboard, and advanced analytics with execution timelines and graph views for deeper observability and optimization.
Hey All!
“How many Rs are in Strawberry?”
Gaurav from RagaAI here! We’re on a mission to end AI errors like these👆
Super excited to introduce RagaAI Catalyst: a game-changer for evaluating, observing and debugging Agentic AI workflows!
AI Agents are becoming more powerful, but they often fail in unexpected ways—from an LLM-based customer support bot hallucinating refund policies to a multi-agent research system generating contradictory responses. Debugging these issues is a tall task, and that’s where Catalyst comes in!
With Catalyst, you get:
🧪Experiment Management & Red Teaming – Evaluate exactly how your agents handle multiple scenarios and identify bottlenecks to optimize for.
🧑💻️User-Friendly Dashboard – Visualize execution timelines and graph views with 50+ custom metrics for deeper insights.
🔬Observability & Advanced Analytics – Trace agent behavior, optimize workflows, and ensure consistent performance post deployment.
🏁Big milestone: Our open-source GitHub repo has now crossed 15K+ stars! Huge thanks to the community for the love and support ❤️
We’d love to hear from AI Devs, Data Scientists & Product Managers— try it out and let us know what features matter most to you 🫵
Poppins
@gaurav_from_ragaai congrats everyone
@masump The Catalyst tracer is built to handle every single component in a multi-agentic pipeline. With just a few simple lines of integration in your Python code, you can see every component of your agentic pipeline - even those that are abstracted within sub-agents.
@gaurav_from_ragaai RagaAI Catalyst looks like a must-have for anyone working with AI agents! Debugging complex workflows has always been a challenge. Congrats on the launch
@gaurav_from_ragaai According to OpenAI's latest 4.5 model, there are apparently 2 Rs
This is solid, @gaurav_from_ragaai, love the mission of bringing clarity to the chaos of agent workflows. Feels like Catalyst has the backbone to become a default tool in every AI dev’s stack. That said, the video could definitely do more justice to the product’s depth.
If you’re ever looking to upgrade the visual story, would be happy to jam. Rooting for the team!
Congratulations Team! First of many important steps in our goal of revolutionising AI Testing & Evaluation
Poppins
@shaun__paul congrats!
Poppins
RagaAI Catalyst is a user-friendly tool for AI developers and Data Scientists to observe, evaluate and debug AI Agents’ and LLM outputs. Check it out!
Congratulations everyone who worked on the product. 🚀
@mishra_mayank awesome
Super excited to see RagaAI Catalyst live on Product Hunt! 🚀
Proud of the amazing work the team has put in to bring this to life. This is a game-changer for AI reliability and monitoring. Let's go! 💥🔥
Ending AI errors? Yes, please! RagaAI Catalyst sounds like exactly what's needed for complex Agentic workflows. Congrats on the launch!
@aarthi_a1 Indeed, thanks!
I like your UI.
Poppins
@michael_vavilov Thanks Michael for the appreciation!
@michael_vavilov Thankyou Michael, We wanted to create an easy and Intuitive user-experience
Observability and analytics in AI agents—much needed!
@kummarasani_kishore yes, great work