World’s first comprehensive evaluation, observability and optimization platform to help enterprises achieve 99% accuracy in AI applications across software and hardware.
This is the 3rd launch from Future AGI. View more
Agent Compass
Turn raw traces into actionable reliability insights: auto-cluster recurring failures and hallucinations, link them to root causes with guided fixes, and track agent-level performance over time across cohorts and user journeys.
Free Options
Launch Team
Just read their research paper alongside the launch, finally some benchmarks + real methodology around agent failures. Big step for this space.
Future AGI
@candice_aldridge yess, thank you :)
DeepTagger
LLM observability is something that's very hard to get right! Your product looks like something that can truly innovate in this complex space!
Congratulations on your launch and good luck with your product! 🚀
Future AGI
@avloss Thank you so much, do give it a try.
Future AGI
We built Agent Compass because debugging agents was eating up hours. Now it’s minutes. Would love feedback from anyone running production agents!
Future AGI
@khushalsonawat It was fun building this with all of you :)
Future AGI
Couldn’t be more excited to finally share Agent Compass with the PH community! Our team poured months into making agent debugging actually painless, can’t wait for you all to try it out 🎉
Future AGI
@atharva_b It was fun building this with all of you :)
Future AGI
Thanks for checking out our launch! We’re especially looking for feedback on two things:
What frameworks you’d like Compass to integrate with first
How you’re currently debugging agent failures
Drop your thoughts, we’re here all day answering questions.
Future AGI
@garvit_sapra1 great work!
Future AGI
Now build AI agents without worrying about things breaking in production. We got you!
Check out our research paper https://arxiv.org/pdf/2509.14647. We achieved state-of-the-art results on error detection and categorization!
Future AGI
@rishavhada The paper is really worth a read. Thanks Rishav :)
Debugging has always been the Achilles’ heel for AI agents, and Agent Compass feels like a true breakthrough. Turning scattered traces into a clear root-cause narrative is exactly what the industry has been missing. The “truth graph” and error tree approach is such a smart way to bring order to the chaos.
Future AGI
@yash_mohan1 so true!