An Incident Response Agent Should Slow Down at the Right Moments

Incident response is not a place for fake confidence.

An incident agent can be extremely useful, but not because it "fixes production." The useful version gathers context, keeps the room organized, drafts updates, and prevents humans from losing the plot.

That is enough.

What it should own#

An incident agent can own:

• Detecting severity language in Slack.
• Creating the incident channel.
• Pulling dashboards, logs, traces, and deploy events.
• Finding the service owner.
• Loading the runbook.
• Drafting status updates.
• Tracking decisions and timestamps.
• Preparing the postmortem outline.

It should not auto-deploy a fix because a trace looked suspicious.

The workflow#

Use five agents.

Incident Router

Classifies severity, service, customer impact, and owner.

Signal Scout

Pulls observability context: errors, traces, logs, deploys, alerts.

Runbook Reader

Finds the relevant runbook and known mitigations.

Comms Drafter

Writes internal and external updates with uncertainty clearly marked.

Policy Auditor

Checks whether a statement is approved and whether an action needs human signoff.

The status update format#

Use a strict format:

Status:
Impact:
What we know:
What we do not know:
Current owner:
Next update:

The "what we do not know" line is important. It stops the agent from filling gaps with nonsense.

Approvals#

Require approval before:

• External status page updates.
• Customer-facing statements.
• Production mutation.
• Declaring root cause.
• Closing the incident.

The agent can draft fast. Humans approve facts.

Build it in Codelit#

Try this:

Build an incident response agent workflow for Slack, observability, runbooks, service owners, status updates, postmortem prep, and approval gates before external communication or production changes.

Build the incident response workflow

The agent should move fast on context and slow down on claims.