DevOps & Incident Response Agent
Diagnoses alerts, correlates signals across logs/metrics/traces, runs runbooks, drafts the postmortem.
Features
5
Tech
12
Steps
5
DevOps & Incident Response Agent
Capabilities
What this agent does
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Multi-signal correlation
Connects log spikes, deploy events, and error traces.
Feature 02
Runbook execution
Runs your documented remediation steps with approval gates.
Feature 03
Page deduplication
Cuts alert storms down to one incident, not 50.
Feature 04
Comms drafting
Status page updates and customer emails ready in seconds.
Feature 05
Auto postmortem
Drafts a blameless RCA from incident timeline + chats.
Stack
12 technologies we use
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
How the agent flows
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
DevOps & Incident Response Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
How we roll it out
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
- 01
Source wiring
Connect observability, paging, and chat tools.
- 02
Runbook ingest
Convert tribal knowledge into structured runbooks.
- 03
Shadow mode
Agent suggests fixes silently for 2 weeks while learning.
- 04
Tiered actions
Auto-fix safe issues, propose risky ones for approval.
- 05
Continuous learning
Every closed incident updates the agent's playbook.
Outcomes
What you can expect
Real numbers we see when DevOps & Incident Response Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
−35%
PR cycle time
Reviews land in minutes; trivial issues auto-fixed.
Outcome 02
+40%
Bug catch rate
Pre-merge, vs the previous review process alone.
Outcome 03
−50%
MTTR
Mean time to resolve incidents after agent investigates first.
Sample use cases
What this looks like in practice
Three concrete scenarios where teams deploy DevOps & Incident Response Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
Always-on senior reviewer
Every PR gets an inline review for bugs, security, breaking changes — junior engineers ship safer code, seniors spend review time on architecture.
First-responder on every page
When PagerDuty fires, the agent correlates logs + metrics + recent deploys, drafts the incident summary, runs read-only diagnostics, posts to Slack.
Migration at scale
Framework or major-version upgrade across hundreds of files — agent applies AST codemods, fixes the edge cases LLM-style, opens reviewable PRs per module.
Typical engagement
From kickoff to live in 4-8 weeks
Most DevOps & Incident Response Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
Pilot
- Discovery + playbook write-up
- Tool design + guardrails
- Eval suite + sandbox deploy
2-4 weeks
Production
- Hardened deploy on your stack
- Observability dashboard + alerts
- Two-week supervised mode
Ongoing
Handover & support
- Runbook + team training
- Monthly tuning + eval review
- Pause or expand any time
Indicative range
$3,000 — $8,000
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $1,000/wk
Embedded retainer — best for evolving scopes.
Also in Engineering
Related agents
Often deployed alongside — or instead of — DevOps & Incident Response Agent.
Code Review Agent
Reviews every PR for bugs, security holes, style, and breaking changes — leaves inline GitHub comments.
View detailsSecurity Audit Agent
Continuous code, infra, and dependency scanning — finds and prioritises real risk, not noise.
View detailsDatabase Optimization Agent
Watches your slow query log, suggests indexes, rewrites queries, monitors plan regressions.
View detailsTest Generation Agent
Reads your code and writes unit, integration, and end-to-end tests that actually cover the risky paths.
View detailsReady to ship DevOps & Incident Response Agent?
Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.