An on-call engineer investigating an incident at a workstation
Read-only incident investigation

Put a team of investigators on every incident.

calling deploys specialized agents in parallel to trace alerts, telemetry, code, and runbooks—then returns evidence-backed hypotheses for your team to approve.

A clearer path to diagnosis

Less correlation work. More confidence in what comes next.

Investigate in parallel

Specialized agents inspect telemetry, dependencies, code changes, and runbooks at the same time.

Trace every claim

Hypotheses arrive ranked with the evidence that supports them—not as an unexplained answer.

Keep humans in control

calling stays read-only and recommends next steps for an engineer to review and approve.

One incident, multiple threads

The investigation moves in parallel.

Instead of asking one general agent to reason through everything in sequence, calling assigns focused investigators and synthesizes their findings into a reviewable brief.

Signal

An incident opens

Start from the alert and the context your team already has.

Parallel work

Agents gather evidence

Independent investigators follow the most relevant technical threads.

Synthesis

Findings are ranked

Contradictions, supporting evidence, and open questions stay visible.

Decision

Your team chooses

Engineers approve the next step before anything changes in production.

Evidence before action

Built to investigate, not operate production.

calling keeps the boundary explicit: agents gather context and recommend next steps; engineers own the decision and the change.

Investigation brief

Ranked hypothesis

Review required

Recent change aligns with the first error spike

Supported by deployment timing and correlated service behavior. Dependency evidence remains open.

Code evidence

Supporting

Telemetry evidence

Supporting

No production action is taken automatically.

Start with the evidence

Give your on-call team a better first hour.

See how a read-only team can turn scattered incident context into a focused, human-approved next step.

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