Tokonoma monitors production, surfaces what needs your attention, and investigates problems. Bring engineers and their agents in with the context they need, and capture what they discover so the next investigation can build on it.
Tokonoma monitors production and surfaces significant findings so your team can act before incidents happen.
Logs14:32:07 INFO checkout start14:32:08 INFO db connected14:32:09 ERROR query timeout
Metrics
error rate4.2%
Traces
auth 8msdb query 1.2ssend 12ms
Checkout failures risingInvestigating
›
Tokonoma Findings
Existing Alerts
Manual Trigger
Investigating Connection Timeout
Fix proposed
41− }
42 43 44+ } finally { + conn.release(); + }
TelemetryFrom your existing platformsLogs · Metrics · Traces · Events
Engineer +
Engineer +
Engineer +
Shared findings
Trace evidenceRoot causeFix verified
LogsMetricsTraces
Existing (already collected)
api-gateway
nginx-ingress
kafka-consumer
Tokonoma recommended coverage Missing telemetry
api-gateway
nginx-ingress
kafka-consumer
Your cloud
TokonomaAgent-first telemetry platform
See how Tokonoma performs.
Past investigations give agents context they may be missing. In Tokonoma’s controlled benchmark, the same agent solved more cases with access to prior investigations.
