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.
Revolutionizing Autonomous AI Agents! Agentic AI is a breakthrough platform for building and managing autonomous AI agents. It streamlines complex workflows, enabling AI to make decisions, take actions, and adapt dynamically to real-world scenarios. 🚀 Pros: ✔️ Seamless orchestration of multiple AI agents ✔️ Intuitive UI with powerful automation tools ✔️ Scalable and highly customizable ✔️ Excellent support & active community 🔧 Areas for Improvement: Would love deeper integrations with existing LLM-powered tools. Agentic AI is a must-have for teams looking to scale intelligent automation. Excited to see how it evolves!
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.
Streos
@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
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