A tailored course, built for your situation
Deeper Command of the SRE Framework Stack
Master the underlying systems that power resilient cloud operations
$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.
Who this is for
Senior SRE practitioner in a cloud infrastructure environment, focused on reliability engineering, incident automation, and platform observability, working across GCP and DevOps toolchains.
Who this is not for
Junior engineers looking for introductory SRE training, or leaders seeking board-level governance overviews.
What you walk away with
- Final call on SRE framework decisions without escalation
- Confident integration of BigQuery telemetry into service-level reporting
- Pre-built patterns for GCP-native observability and incident response
- Source-backed reasoning for escalation workflow design
- Repeatable artefacts for SLO validation and postmortem automation
The 12 modules (with all 144 chapters)
Module 1. Service Level Objectives That Hold Under Load
Define and validate SLOs using real queryable data from BigQuery, avoiding theoretical thresholds.
12 chapters in this module
- What SLOs actually measure in practice
- Defining error budgets with live data
- Mapping latency bands to user journeys
- Avoiding dashboard-driven targets
- Setting burn rate triggers
- Using BigQuery for SLO reporting
- Validating thresholds with historical traffic
- Automating SLO recalibration
- Handling noisy neighbors
- Escalating only when thresholds are real
- Documenting SLO decisions for audit
- Linking SLOs to incident severity
Module 2. Incident Response Playbooks That Execute
Build playbooks that work during outages, not just in theory.
12 chapters in this module
- Triggering playbooks from logs
- Auto-filling incident fields
- Routing to correct on-call tier
- Validating runbook ownership
- Embedding command-line snippets
- Updating status pages automatically
- Escalation rules based on duration
- Linking to postmortem templates
- Securing access to runbooks
- Testing playbooks in staging
- Versioning across teams
- Measuring playbook effectiveness
Module 3. Observability Pipeline Design
Architect telemetry flows from ingestion to action with high signal-to-noise ratio.
12 chapters in this module
- Choosing what to log
- Sampling strategies for cost control
- Structured logging in GCP
- Correlating traces with errors
- Designing alerts that don’t fatigue
- Routing alerts by service boundary
- Using metrics vs logs vs traces
- Avoiding alert storms
- Validating instrumentation coverage
- Measuring observability debt
- Automating log retention policies
- Linking dashboards to runbooks
Module 4. Error Budget Policy Implementation
Turn error budget concepts into operational policy with enforceable rules.
12 chapters in this module
- Defining policy stakeholders
- Setting release freeze thresholds
- Communicating budget status
- Automating status updates
- Handling partial service degradation
- Linking budget to feature teams
- Creating audit trails for decisions
- Avoiding false positives
- Reconciling budget across regions
- Using BigQuery for trend analysis
- Escalating when budget is exhausted
- Documenting exceptions
Module 5. Postmortem Ownership and Follow-Up
Lead postmortems that drive change, not blame.
12 chapters in this module
- Setting blameless tone
- Defining timeline sources
- Validating root cause with logs
- Assigning action items clearly
- Tracking follow-ups in Jira
- Measuring action completion
- Sharing learnings across teams
- Using templates for consistency
- Avoiding repetitive incidents
- Integrating with SLO data
- Publishing internal reports
- Archiving for compliance
Module 6. Reliability Tier Definitions
Classify services by impact and uptime requirements.
12 chapters in this module
- Defining Tier 0 vs Tier 1
- Mapping tiers to on-call expectations
- Setting monitoring thresholds
- Linking tiers to incident response
- Documenting service owners
- Validating classification annually
- Handling tier changes
- Using tiers for capacity planning
- Aligning with product teams
- Auditing tier assignments
- Enforcing SLA commitments
- Communicating tier changes
Module 7. Change Advisory Board Automation
Streamline CAB approvals with data-driven triggers.
12 chapters in this module
- Identifying high-risk changes
- Auto-approving low-risk changes
- Requiring CAB for Tier 0 services
- Using error budget for approval
- Logging change decisions
- Integrating with CI/CD pipelines
- Setting approval time windows
- Handling emergency changes
- Tracking CAB metrics
- Reducing approval delay
- Enforcing change windows
- Auditing change history
Module 8. SRE Toolchain Integration
Unify tools across monitoring, alerting, and response.
12 chapters in this module
- Mapping tool ownership
- Standardizing alert formats
- Linking monitoring to runbooks
- Using common data schemas
- Avoiding tool sprawl
- Documenting integration points
- Testing cross-tool workflows
- Measuring toolchain latency
- Reducing context switching
- Enforcing plugin standards
- Managing API keys centrally
- Auditing tool access
Module 9. Reliability Reporting to Engineering Leadership
Deliver clear, actionable insights to tech leads and directors.
12 chapters in this module
- Measuring team reliability
- Reporting SLO health
- Highlighting recurring incidents
- Showing error budget burn
- Linking to feature velocity
- Presenting postmortem trends
- Avoiding data overload
- Using visual summaries
- Tailoring reports by audience
- Automating report generation
- Setting review cadence
- Tracking reliability improvements
Module 10. On-Call Rotation Design
Build sustainable, fair, and effective on-call rotations.
12 chapters in this module
- Defining rotation schedule
- Setting handover expectations
- Reducing alert fatigue
- Measuring on-call load
- Providing mental health support
- Documenting escalation paths
- Rotating responsibilities
- Enforcing no-contact periods
- Onboarding new members
- Auditing rotation fairness
- Integrating with HR systems
- Recognizing on-call contributions
Module 11. SRE Knowledge Transfer
Ensure critical knowledge isn’t siloed in individuals.
12 chapters in this module
- Documenting tribal knowledge
- Creating onboarding materials
- Running cross-training sessions
- Using internal wikis
- Standardizing documentation format
- Measuring knowledge coverage
- Tracking update frequency
- Linking docs to services
- Gamifying contributions
- Enforcing documentation rules
- Auditing doc completeness
- Rewarding knowledge sharing
Module 12. SRE Maturity Assessment
Evaluate and improve SRE practices across teams.
12 chapters in this module
- Defining maturity levels
- Auditing SLO adoption
- Measuring postmortem quality
- Assessing on-call health
- Evaluating automation coverage
- Tracking toolchain cohesion
- Scoring reliability reporting
- Benchmarking across orgs
- Setting improvement goals
- Prioritizing gaps
- Reporting to leadership
- Updating maturity model
How this maps to your situation
- After a major outage
- Before launching a new service
- During annual reliability review
- When onboarding new team members
Before vs. after
Before
Reliability decisions require senior input, framework integrations are ad hoc, and escalation paths are reactive.
After
You make final call decisions on SRE frameworks, integrate telemetry with precision, and lead improvements across teams.
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 2.5 hours per module, with self-paced access and downloadable materials for on-the-job reference.
If nothing changes
Continuing with fragmented practices means recurring escalations, delayed decisions, and missed opportunities to lead reliability strategy.
How this compares to the alternatives
Unlike generic cloud certifications or broad SRE overviews, this course delivers actionable frameworks for GCP-native environments, with specific patterns for BigQuery integration, incident automation, and reliability decision-making.
Frequently asked
Do I need prior experience with all tools mentioned?
No. The course assumes familiarity with GCP and DevOps concepts, but walks through each integration step-by-step.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Can I apply this to non-GCP environments?
Yes. While examples use GCP and BigQuery, the framework concepts are transferable to other cloud platforms.
$199 one-time. Approximately 2.5 hours per module, with self-paced access and downloadable materials for on-the-job reference..
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