Daiko · Observability
See every step of every agent run
Execution traces, costs, latency and failures in one place, so you can fix issues before your customers notice them.
Runs today
0
all agents
p95 latency
0
−0.3s this week
Cost today
0
$0.002 per run
Error rate
0
2 tools flagged
Runs per minutelive
Trace · run 8f2c41
agent.run
retrieve.docs
llm.classify
tool.crm_lookup
guardrail.check
llm.reply
Capabilities
Full visibility into agents in production
Know what your agents did, why they did it and what it cost.
agent.run
llm.plan
tool.search
llm.answer
Execution traces
Follow every step an agent took, with inputs, outputs and timing for each one.
Spend this week0
Cost and tokens
See spend per agent, run and model, so budgets stay predictable.
Quality drift on Support agent
Grounding score fell from 92% to 81% in the last hour
Alerts
Get a message in Slack or email when quality, cost or latency drifts.
Run 8f2c41 · replay1 error
tool.crm_lookup → 504 timeout · retried
Replay and debug
Open any past run, step through it and reproduce the issue in seconds.
Also included:Audit historyPer-step timingWorks with your monitoring
Support triageHealthy
Invoice processingHealthy
Claims intakeSlow tool
Lead qualificationHealthy
Email drafting2 errors
Fleet view
From a single trace to the whole fleet
Zoom out to see how all agents perform, then drill into the one run that needs attention.
- Dashboards for every agent
- Per-step timing and model usage
- Alerts routed to the right team
- Works with your existing monitoring
Explore the platform
Run AI with your eyes open
See your own agents traced end to end in a live demo.