A tailored course, built for your situation
Fixing Production Incidents Before They Escalate
A playbook for senior engineers to reduce incident fallout and own resolution with confidence
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
The 3 a.m. page that turns into a 12-hour war room because no one knew who owned the failing service
The situation this course is for
As a senior production engineer, you're expected to lead during outages, but too often, critical context is missing when it matters most. Runbooks are outdated, on-call rotations miss handoffs, and postmortems blame tools instead of fixing processes. This creates recurring incidents, eroded team morale, and pressure to deliver stability without the authority to change upstream dependencies. The result? You're firefighting instead of improving system resilience.
Who this is for
Senior IC production engineers in high-scale environments who are technically strong but lack structured incident response frameworks that work under pressure
Who this is not for
Engineers looking for vendor-specific tool training or leadership seeking high-level incident management strategy without technical depth
What you walk away with
- Deploy a lightweight incident ownership model that clarifies roles within 24 hours
- Build living runbooks that stay accurate without constant maintenance
- Reduce mean time to acknowledge by mapping hidden failure paths in your stack
- Create automatic triage triggers using existing monitoring signals
- Run effective blameless postmortems that drive real change, not just reports
The 12 modules (with all 144 chapters)
Module 1. Mapping Your Incident Terrain
Identify the top five services that generate the most alerts and understand their failure patterns using lightweight telemetry analysis.
12 chapters in this module
- Service ownership heatmap
- Alert frequency by team
- Common failure modes
- Escalation path audit
- On-call handoff gaps
- Toolchain friction points
- Incident history review
- Stakeholder pressure zones
- Third-party dependency risks
- Internal customer pain spots
- Runbook completeness score
- Triage decision log
Module 2. Designing Ownership Without Authority
Establish clear incident ownership even when you don’t control all the teams or codebases involved, using peer influence and documentation leverage.
12 chapters in this module
- Ownership vs control
- Peer alignment triggers
- Documentation as leverage
- Cross-team signal sharing
- Escalation path mapping
- Blind spot identification
- Influence without mandate
- Service steward model
- Boundary negotiation
- Escalation fatigue signs
- Ownership ceremony design
- Feedback loop integration
Module 3. Building Runbooks That Survive Reality
Create runbooks that stay current by embedding maintenance into incident response itself, not relying on separate updates.
12 chapters in this module
- Runbook decay causes
- Incident-driven updates
- Checklist validation
- Auto-generated steps
- Version drift detection
- Ownership tagging
- Searchability fixes
- Mobile access design
- Time-critical formatting
- Pre-filled command templates
- Failure mode linking
- Feedback annotation
Module 4. Triage That Scales
Implement a repeatable triage process that works during high-pressure incidents, reducing time to first action.
12 chapters in this module
- Signal prioritization
- Noise filtering rules
- First responder checklist
- Initial containment steps
- Service health snapshot
- Dependency tree lookup
- Known issue matching
- Alert correlation
- Team notification protocol
- War room initiation
- Information radiators
- Handoff readiness
Module 5. Containment Without Downtime
Apply surgical containment strategies that isolate failures without triggering broader outages or rollback cascades.
12 chapters in this module
- Traffic shaping
- Feature flag isolation
- Canary rollback
- Rate limiting
- Circuit breaker use
- Queue draining
- Geo failover
- Cache bypass
- Session affinity override
- Data consistency checks
- Shadow traffic
- Partial deployment freeze
Module 6. Communicating Under Pressure
Deliver clear, timely updates to stakeholders without slowing down incident resolution.
12 chapters in this module
- Update frequency rhythm
- Audience segmentation
- Status message templates
- Escalation thresholds
- Internal comms tools
- Executive summary drafting
- Timeline logging
- Misinformation prevention
- Blameless tone
- Customer impact framing
- Legal/comms alignment
- Post-incident comms
Module 7. Postmortems That Drive Change
Turn postmortems into action engines by focusing on process gaps, not just root causes.
12 chapters in this module
- Timeline accuracy
- Process failure focus
- Action item clarity
- Owner assignment
- Due date tracking
- Follow-up cadence
- Cross-team visibility
- Template standardization
- Learning capture
- Feedback integration
- Tooling improvement
- Success measurement
Module 8. Automating the Boring Parts
Identify and automate repetitive incident tasks without building complex new systems.
12 chapters in this module
- Manual task audit
- Command template library
- Alert enrichment
- Auto-ticket creation
- Status page updates
- Runbook step triggers
- Escalation automation
- Log bundle generation
- Incident classification
- Data export scripts
- Notification routing
- Postmortem draft gen
Module 9. Managing Stakeholder Pressure
Navigate demands from product, leadership, and support teams during active incidents without compromising technical judgment.
12 chapters in this module
- Pressure source mapping
- Expectation setting
- Timeline negotiation
- Transparency boundaries
- Escalation management
- Influence tactics
- Credibility building
- Data-backed decisions
- Trade-off framing
- Stakeholder personas
- Communication rhythm
- Trust recovery
Module 10. Improving System Resilience
Use incident data to prioritize long-term improvements that reduce future firefighting.
12 chapters in this module
- Failure pattern analysis
- Tech debt prioritization
- Resilience metric tracking
- Chaos engineering planning
- Dependency hardening
- Observability gaps
- Capacity planning
- Retry logic review
- Timeout tuning
- Circuit breaker design
- Graceful degradation
- Recovery testing
Module 11. Scaling Your Impact
Multiply your effectiveness by training others and embedding best practices into team rituals.
12 chapters in this module
- Mentorship model
- Onboarding integration
- Incident simulation
- Team drills
- Knowledge sharing
- Feedback collection
- Process adoption
- Tooling advocacy
- Cross-team workshops
- Success stories
- Improvement tracking
- Culture signals
Module 12. Sustaining Progress
Keep momentum after the course ends with lightweight review cycles and continuous improvement habits.
12 chapters in this module
- Monthly review ritual
- Incident trend dashboard
- Runbook audit schedule
- Team feedback loop
- Improvement backlog
- Success celebration
- Lessons learned archive
- External benchmarking
- Tooling update plan
- Stakeholder reporting
- Process refinement
- Course playbook update
How this maps to your situation
- Responding to a recurring alert that escalates every week
- Leading an incident with multiple teams involved
- Writing a postmortem that actually leads to change
- Convincing another team to update their runbook
Before vs. after
Before
Incidents escalate due to unclear ownership, outdated runbooks, and reactive communication, leading to long resolution times and repeated failures.
After
You lead structured responses with clear ownership, living runbooks, and automated triage, cutting resolution time and preventing recurrence.
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: Approximately 3-4 hours per week over 12 weeks, with flexible pacing and immediate access to critical templates.
If nothing changes
Without a proven incident response framework, recurring outages will continue to consume engineering time, erode trust, and increase pressure during high-traffic periods.
How this compares to the alternatives
Unlike generic SRE certifications or tool-specific training, this course focuses on the human and process gaps that cause incidents to escalate, even when the tools are working.
Frequently asked
Is this course specific to Shopify or any platform?
No. The frameworks apply to any high-scale production environment regardless of stack or tooling.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this work with our existing monitoring tools?
Yes. The course teaches process and decision design that integrates with any observability stack.
$199 one-time. Approximately 3-4 hours per week over 12 weeks, with flexible pacing and immediate access to critical templates..
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours