Surface Emerging Issues with Signals
Evaluators catch the problems you knew to measure. But agentic systems fail in ways you didn’t anticipate, like planning loops, routing failures, and tool errors. Signals find those unknown unknowns for you.
Persona
As Careful Health Provider’s AI engineer, you can’t write an evaluator for every possible
failure mode, and you don’t have time to read every trace. You need the platform to tell you,
proactively, “here’s a pattern that’s going wrong, and here’s what to do about it.”
Signals automatically surface recurring failure patterns from your production
traces and provide actionable context: what went wrong, why it happened, and what to do next, turning weeks of post-incident analysis into minutes of targeted remediation.
What Signals detect
Signals analyze your traces to surface patterns such as:
- Planning loops: the agent spinning without converging.
- Tool errors: failing or misused tool calls.
- Hallucinations: ungrounded or fabricated content.
- Routing failures: the agent taking the wrong path.
…and more, including emerging patterns you never thought to define.
Continue to explore Signals in the console.