Why this matters
Incidents are unplanned interruptions or quality reductions. As a Backend Engineer, you will be paged, triage problems, restore service, and explain impact. Good incident response cuts downtime, protects customers, and reduces stress.
- Real tasks you will do: acknowledge alerts, declare incidents, assign roles, stabilize systems, communicate status, and drive a post-incident review.
- Typical outcomes: faster time to detect (TTD), faster time to mitigate (TTM), clear timelines, and actionable follow-ups.
Concept explained simply
Incident response is a short, focused loop: detect a problem, gather facts, stop the bleeding, restore service, then learn from it.
Mental model
Think of a small emergency room for software: one person leads (Incident Commander), specialists treat (Ops/SMEs), one keeps stakeholders informed (Communications), and one writes everything down (Scribe). You stabilize first, diagnose second, and improve after.
Role cheat sheet
- Incident Commander (IC): owns decisions and flow; keeps people on task and time-boxed.
- Operations Lead/SME: does hands-on technical work to mitigate and remediate.
- Communications: posts clear, regular updates with impact and next update time.
- Scribe: records timeline, actions, and decisions for later review.
- Stakeholders: receive updates; avoid joining technical channels unless requested.
Severity scale (example)
- SEV1: Critical outage, major impact to most users; immediate all-hands.
- SEV2: Degraded performance or partial outage; elevated attention.
- SEV3: Minor impact, workaround exists; business hours response.
Pick severity by customer impact and urgency, not by hunch.
Incident lifecycle in 5 steps
- Detect and declare: acknowledge alert, confirm impact, set SEV, assign IC.
- Triage: gather key signals (metrics, logs, recent changes), form hypotheses.
- Contain: stop the bleeding (rollback, rate limit, failover, feature flag).
- Remediate: fix the cause, validate, and monitor.
- Recover and learn: communicate resolved, capture timeline, write follow-ups.
Time-boxing guide
- Declare or downgrade within 5–10 minutes of detection.
- Containment attempts should be time-boxed (e.g., 10–15 minutes each).
- Update cadence: every 15–30 minutes until stable; then every 60 minutes.
Worked examples
Example 1: Latency spike after deployment
Situation: API p95 latency doubled right after a deploy.
- Declare: IC sets SEV2 based on user impact and announces roles.
- Triage: Check deploy timeline, error rate, DB CPU, queue depth.
- Contain: Rollback the last deploy; apply read cache TTL reduction.
- Remediate: Identify N+1 query introduced; fix code and add test.
- Recover: Latency returns to baseline; mark resolved; schedule review.
Example 2: Partial outage in one region
Situation: 20% of traffic failing in region A.
- Declare: SEV2 due to regional impact; IC, SME, Comms assigned.
- Triage: Health checks failing only in region A; upstream dependency degraded.
- Contain: Shift traffic to region B using weighted routing; rate limit heavy endpoints.
- Remediate: Work with dependency team; apply config fix; verify.
- Recover: Gradually restore traffic; monitor error budgets; close incident.
Example 3: Database saturation at peak
Situation: DB CPU pegged; API timeouts.
- Declare: SEV1 due to major customer impact; page on-call DBAs.
- Triage: Identify slow queries and bursty jobs started at the hour.
- Contain: Kill non-critical batch jobs; enable query-level rate limits.
- Remediate: Add index; tune query; schedule capacity increase.
- Recover: Error rates normalize; post-resolution validation; capture action items.
Tools and templates
Incident declaration template
Title: [SEV#] Short description Start time (UTC): Impact: Who is affected? How? IC / Roles: IC, Ops/SME, Comms, Scribe Current status: (Investigating / Mitigating / Monitoring) Next update: HH:MM UTC
Status update template
Status: Investigating | Mitigating | Monitoring | Resolved Impact: (scope + user-visible symptoms) What changed since last update: (facts only) Next steps: (containment/remediation) Next update: HH:MM UTC
Timeline notes template
HH:MM: Alert fired (source) HH:MM: IC assigned; SEV set to X HH:MM: Hypothesis A tested; result HH:MM: Containment action; result HH:MM: Resolution verified; metrics stable
Exercises you can do now
- Exercise 1 — Build a 5-line timeline
Scenario: At 10:02 UTC, p95 latency spiked 2x. At 10:05 UTC, deploy 4271 went live. At 10:08 UTC, error rate increased from 0.2% to 3%. At 10:12 UTC, rollback completed. At 10:16 UTC, metrics normalized.
Task: Write a concise 5-line incident timeline using the provided template.
- Exercise 2 — Draft a one-page runbook
Choose a service you know. Outline Triggers, Quick checks, Safe containment, Rollback/Disable steps, and Verification.
Common mistakes and how to self-check
- Thrashing without an IC: If two people are leading, no one is leading. Self-check: Name the IC and their next checkpoint time.
- Silent debugging: Stakeholders are in the dark. Self-check: Do you have a posted next update time?
- Skipping containment: Hunting root cause before stabilizing. Self-check: Can you pause, rollback, or rate limit now?
- Vague severity: Over/under-reacting. Self-check: Map SEV to actual customer impact.
- Poor notes: Hard to learn later. Self-check: Do you have timestamps and outcomes for key actions?
Practical projects
- Runbook Zero-to-One: Create a runbook for a service with triggers, commands, and rollback steps. Ask a teammate to follow it cold.
- Simulated incident: With a peer, role-play a 20-minute SEV2. One is IC; one is SME. Produce a timeline and a status update.
- Alert hygiene: Review one noisy alert and tune thresholds, adding a clear action item to its description.
Mini challenge
In 5 minutes, write a status update for a hypothetical cache cluster outage that degrades checkout by 30%. Include impact, what you are doing now, and the next update time.
Who this is for
Backend and platform engineers who participate in on-call, SREs improving reliability, and tech leads coordinating production response.
Prerequisites
- Basic familiarity with your service architecture, logs, metrics, and deploy process.
- Ability to read dashboards and compare metrics to baseline.
Learning path
- Before this: Monitoring fundamentals, alert design, and deploy/rollback basics.
- Now: Incident response basics (this lesson): roles, lifecycle, communication, and timelines.
- Next: Root cause analysis, post-incident reviews, and reliability engineering (error budgets, SLOs).
Next steps
- Customize the templates above for your team.
- Schedule a 30-minute tabletop exercise to practice.
- Draft one improvement task from your last incident and get it prioritized.
Check your understanding
The quick test is available to everyone. Only logged-in users will have their progress saved.