Agent Compass — Your agent’s truth graph- from symptoms to solutions.
See patterns across runs, pinpoint true causes, and ship fixes fast.
Agent Compass clusters failures and hallucinations across runs, surfaces root causes with supporting evidence, and prescribes Fix Recipes—so you debug in minutes, ship reliable agents faster, and avoid symptom-chasing. Zero-config.
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How it works
Everything you need to collaborate, create, and scale, all in one place.
Cluster
Automatically group similar failures/hallucinations into 5–10 actionable patterns.
Diagnose
See confidence-ranked root causes with span-level evidence across runs.
Fix
Ship changes via Fix Recipes: prescriptive steps, suggested experiments, and workflow hooks.
Key capabilities
Works with your stack in minutes
Zero-config evaluation
4-line install for instant health insights—no evaluators to write.
Pattern-first debugging
Auto-clustering reveals recurring issues and shared causes.
Root-cause graphs
Confidence-ranked cause paths end the “now what?” moment.
Incident timeline
A feed-style history with context and evidence you can drill into.
System-level reliability views
Aggregate by agent, scenario, and release—not just spans.
Actionable orchestration
Fix Recipes + PR/Jira hooks turn insights into shipped fixes.
Intergrations & Install
Works with your stack in minutes
Why Agent Compass?
See the forest, then fix the trees
Highlights individual failures Compass
Compass surfaces patterns across runs, explains the true causes, and prescribes fixes
Teams stop symptom-chasing and start shipping improvements.
Frequently Asked Questions
Find quick answers to the most common support questions
Still Have Questions?
Still have questions? Feel free to get in touch with us today!
What is Agent Compass?
A root-cause analytics platform for AI agents that clusters failures across runs, explains why they happen, and prescribes fixes.
Do I need to write evaluators?
No—Compass is zero-config. Add four lines of code and get instant health insights.
How do you determine root causes?
By clustering recurrent failures and correlating span/trace evidence (e.g., prompt drift, tool latency, retrieval gaps, model shifts, guardrail gaps)
Does Compass work with my framework?
Yes—Compass ingests traces from popular frameworks and custom pipelines.
See patterns. Find causes.
Fix faster.
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