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RagaAI Catalyst

Observe, evaluate and debug AI agents

SaaS
Developer Tools
Artificial Intelligence
GitHub

RagaAI Catalyst helps you evaluate all stages of Agentic AI workflows and deploy with confidence.

Top comment

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 🫵

Comment highlights

When you're juggling a million tasks every day, the last thing you need is AI slipping up on simple stuff. Catalyst looks super interesting letting you quickly see what's working, what's broken, and where you need to tweak. I love that you can finetune the workflow :)

RagaAI Catalyst seems like an essential tool for anyone working with AI agents! Debugging complex workflows has always been a challenge, so this is a game-changer. Congrats!

This sounds like a must-have for anyone working with AI systems—debugging unpredictable agent behavior can be a nightmare! Having real-time insights and a structured way to test and optimize workflows is a game-changer. How does Catalyst handle tracking issues across different models or multi-agent setups?

Debugging AI agents is such a critical task—how does RagaAI Catalyst approach observability and evaluation? Are there specific industries or types of AI models this tool is optimized for?

Congrats on launching! If you guys scrape external web data, I would like to offer you the best proxy pricing and deal on the market. Open to discussing over a call? My email - [email protected]

Ending AI errors? Yes, please! RagaAI Catalyst sounds like exactly what's needed for complex Agentic workflows. Congrats on the launch!

Amazing to see months of hard work by the team materialize into an awesome launch. Letsgo 🚀

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! 💥🔥

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. 🚀

Congratulations Team! First of many important steps in our goal of revolutionising AI Testing & Evaluation

Congrats on the launch! 🎉 RagaAI Catalyst looks like a solid tool for evaluating AI workflows.
Excited to see how it helps developers refine their agents.
Looking forward to seeing its impact—cheers to everyone who worked on it! 🚀