01 / ANALYZEAnswer the question in front of you.
Analyze supplied evidence and return a repeatable structural result with exact sources and explicit confidence.
One-shot investigationOne reasoning engine, three jobs
Useful before, during, and after production failure.
Clutta starts where teams feel the pain fastest, then preserves what the system learns. No replacement stack and no new query language required.
02 / SCANNotice when production changes shape.
Surface recurring signals and missing steps continuously without promoting an observation into a diagnosis.
Continuous detection03 / CASE FILESKeep the evidence connected over time.
Group recurring evidence into ranked cases and preserve supporting instances for investigation.
Operational memoryProof, not posture
Every important claim should open into its evidence.
One verified internal failure shows the class of problem. Independent research establishes that the signal-to-explanation gap is larger than one incident.
FM-001 / Silent contract driftVerified internal incident
401
while every service reported success.
HTTP 200 across services
3.6 ms authentication response
API key validated
No crash or timeout
producer response
{"isValid": true}
consumer expected
{"data": {"isValid": true}}
missing nested field -> false
false -> valid key rejected
the evidence
Transport stayed healthy.
The payload contract did not.
Clutta connects service health, payload structure, and downstream behavior into one traceable failure path.
A measurable gap in modern operations.
Industry surveys and systems research show a consistent pattern: teams have more telemetry than clarity. Clutta provides the reasoning layer between telemetry and action.
name complexity and overhead as their largest observability obstacle.
Grafana 2025still learn about interruptions through complaints, tickets, or manual checks.
New Relic 2025silent semantic failures studied across nine distributed systems.
USENIX OSDIBring one difficult production question.
Give Clutta an incident bundle, a broken workflow, or a recurring operational mystery. We will show what the evidence can support and be explicit about what it cannot.
Get Clutta Analyze
curl -fsSL https://clutta.io/install | sh
Start with the evidence you already have.