84%
Connection pool exhaustion
checkout-api is waiting on write connections after the 09:41 deploy.
12 signals
Production intelligence, live
AI incident command for production systems.
TranquilStack watches every signal, investigates failures in parallel, and gives operators a verified next move before an incident spreads.
Services observed147
Context sources23
Current postureStable
SEV-2 Customer impact detected
Checkout p95 latency is 4.7x baseline. Two services and one database cluster are implicated.
Started09:43 UTC
p95 latency3.42 s
Error rate4.8%
Revenue risk$18.4k/h
Dependency path
edge-routerhealthy
checkout-api3.42 s
orders-db89% pool
order-worker+31% depth
Parallel reasoning
Root-cause hypotheses
67%
Lock contention on orders
Two long-running transactions overlap with the latency onset.
7 signals
31%
Queue saturation
Worker depth is elevated, but the timing trails the primary failure.
4 signals
AWSGCPAzureDatadogGrafanaSentryGitHubSlack
One operating memory
Every incident makes the next response sharper.
TranquilStack continuously reads telemetry, code changes, cloud configuration, tickets, runbooks, and prior incidents. It builds a durable operational graph instead of starting from an empty prompt each time.
See the private beta briefContext ledgerLive
Code + deploy history8,471 objects
Logs, traces + metrics1.2M/min
Runbooks + postmortems386 docs
Operator decisions92 linked
Built for long-horizon reasoning
Investigate in parallel. Converge on evidence.
01Observe
Normalize live signals without losing source fidelity.
02Branch
Test competing explanations across code and infrastructure.
03Verify
Rank hypotheses by timestamped, inspectable evidence.
04Act
Present a bounded change for operator approval.
Execution policyHuman approval required
Read telemetryAllowed
Query productionBounded
Change infrastructureApproval
Write audit recordRequired
Control stays with your team
Reason broadly. Act narrowly.
Every recommendation includes its evidence, blast radius, rollback path, and approval boundary. TranquilStack never turns a plausible guess into an invisible production change.
Private deployment options Role-scoped tool access Complete decision history
Private beta
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