TraceZero correlates distributed telemetry with recent git deployments, pinpoints microservice anomalies, and delivers an exact root-cause diagnosis and reproduction script within 15 seconds of an alert.
a4f912e) deployed 7 mins prior.
src/pool/db.rs:184. Max connections hardcoded to 10 under burst.
Diagnosis: Commit a4f912e introduced connection pool contention during concurrent OAuth refresh bursts. Thread saturation blocks worker queue, cascading into 504 timeouts at the ingress envoy proxy.
curl -X POST https://api.internal/v1/auth/refresh \
-H "Content-Type: application/json" \
-d '{"batch_tokens": 120}' --max-time 3.0
# Returns: 504 Gateway Timeout within 3000ms
#incident-4912. On-call engineer paged with verified root cause.
Modern observability tools show you that something broke—not why it broke or which commit caused it.
Engineers get bombarded with 50+ correlated alerts during a cascade, losing the critical primary failure signal in a sea of secondary noise.
Observability dashboards live in Datadog; changes live in GitHub and ArgoCD. Human engineers must manually cross-reference commits to graph spikes.
Our agent bridges the gap instantaneously. It correlates microservice traces directly to code diffs and outputs the exact failing line and repro payload.
Connects to your existing OpenTelemetry, Prometheus, Datadog, or CloudWatch pipelines via read-only APIs. No kernel modules or heavy agents required.
Constructs a real-time topology of your microservices. Compares anomaly vectors against recent CI/CD deployments, feature flag flips, and infrastructure migrations.
Generates an exact root-cause report, a reproducible cURL/test case, and a recommended git revert or patch directly into your incident war room.
Your proprietary source code and sensitive customer payloads never leave your control. TraceZero is designed from day one to operate under strict compliance constraints.
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