Rapidly improve and debug your AI agents.
Kalmia captures every agent run and pinpoints the root cause of failures, so you can debug, evaluate, and ship agents with confidence.
Metrics built for agents. Tool errors, retries, subagent spins, cost.
Kalmia computes agent-native metrics on every trace and rolls them up across runs, so a prompt or harness change shows its real effect in minutes.
Describe a behavior in plain language. Kalmia tags every trace that shows it.
Define behaviors like retry loops, refusals, or hallucinated file paths once. Our agent scans incoming traces and flags matches automatically, no manual review required.
Compare every variant you ship. Prompts, models, and harnesses side by side.
Run the same workload across variants and see success rate, cost, and behavior deltas in one view before you roll anything out.
Ready for production. Ingest from anywhere, monitor in real time.
Automatic root-cause verdicts
Every run scored pass or fail, so the ones that need you surface themselves.
Surface errors you'd never look for
See the novel errors that would otherwise slip by, flagged automatically.
Drop-in ingestion
Wrap your client or point OpenTelemetry at us - every run traced.