A tailored course, built for your situation
Mastering Platform Production Integrity for Senior IC Engineers
Build unshakable command over production systems with a repeatable, battle-tested framework for platform stability and ownership
$199 one-time
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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.
Stop burning cycles on last-minute production validation sweeps
The situation this course is for
Production sign-off packages often become coordination nightmares, requiring manual checks across interdependent services, especially after incidents or during high-velocity release cycles. This creates latency, rework, and erodes trust in platform ownership.
Who this is for
Senior IC Production Platform Engineers at large-scale tech firms who own deployment gates, incident post-mortems, and cross-service reliability standards
Who this is not for
Junior SREs learning on-call, developers without production ownership, or managers focused on team metrics rather than hands-on system control
What you walk away with
- Own the production readiness bar with a structured, auditable validation framework
- Reduce pre-launch validation time by automating dependency checks and service attestations
- Ship with confidence using a repeatable checklist that survives team rotation
- Lead post-incident reviews with documented control mappings and ownership logs
- Build institutional credibility as the go-to engineer for production integrity
The 12 modules (with all 144 chapters)
Module 1. Defining Platform Production Integrity
Establish a working definition of production integrity tailored to platform engineering at scale, including ownership boundaries, risk thresholds, and validation scope.
12 chapters in this module
- What production integrity means for platform engineers
- Distinguishing integrity from general reliability or uptime
- Mapping ownership across shared infrastructure layers
- Setting clear thresholds for production readiness
- Aligning with incident severity classification systems
- Integrating feedback from past post-mortems
- Identifying common failure modes in deployment pipelines
- Documenting assumptions in service interdependencies
- Creating a baseline for validation consistency
- Versioning the integrity standard over time
- Linking integrity checks to CI/CD triggers
- Onboarding teams to the shared definition
Module 2. Production Readiness Framework Design
Build a modular, extensible framework that defines what 'ready' means for services, dependencies, and rollout plans.
12 chapters in this module
- Structuring the core validation dimensions
- Defining service-level prerequisites for launch
- Incorporating observability and monitoring requirements
- Specifying rollback and fallback expectations
- Including capacity and load-testing thresholds
- Documenting data consistency and migration plans
- Adding security and auth configuration checks
- Embedding compliance and audit trail requirements
- Tailoring framework depth by service criticality
- Versioning framework updates without breaking builds
- Automating framework rule evaluation
- Publishing the framework for cross-team access
Module 3. Automating Dependency Attestations
Eliminate manual chasing by designing automated attestation flows between dependent services.
12 chapters in this module
- Identifying high-risk dependency chains
- Defining attestation request triggers
- Designing machine-readable attestation formats
- Integrating with service discovery systems
- Setting expiration and refresh policies
- Handling partial or conditional approvals
- Notifying owners of pending attestations
- Logging decisions for audit and review
- Building fallback paths for missing responses
- Automating escalation for overdue attestations
- Validating attestation authenticity
- Measuring attestation coverage over time
Module 4. Validation Gate Implementation
Integrate the production readiness framework into deployment pipelines as enforceable gates.
12 chapters in this module
- Mapping framework rules to pipeline stages
- Designing blocking vs. warning gates
- Integrating with existing CI/CD platforms
- Handling exceptions and temporary overrides
- Logging gate decisions and justifications
- Displaying gate status in developer dashboards
- Alerting on gate failures with context
- Automating gate configuration updates
- Testing gate logic in staging environments
- Auditing gate behavior over time
- Reducing false positives in gate triggers
- Documenting gate ownership and maintenance
Module 5. Incident-Informed Validation Rules
Translate post-incident findings into targeted validation requirements to prevent recurrence.
12 chapters in this module
- Extracting root causes into testable conditions
- Prioritizing rules based on incident impact
- Designing validation checks for specific failure modes
- Linking rules to incident report references
- Automating rule deployment after post-mortems
- Validating rule effectiveness in simulations
- Retiring rules when risks are mitigated
- Creating feedback loops to incident response
- Measuring reduction in repeat incidents
- Documenting rule rationale for new engineers
- Versioning rules alongside service changes
- Sharing rules across platform teams
Module 6. Cross-Service Ownership Mapping
Create and maintain an authoritative map of service ownership to streamline validation and incident response.
12 chapters in this module
- Defining ownership at team and individual levels
- Integrating with organizational directories
- Handling shared and rotating ownership
- Validating ownership data freshness
- Linking owners to on-call schedules
- Displaying ownership in service catalogs
- Automating ownership confirmation cycles
- Escalating stale or missing ownership records
- Supporting temporary delegation workflows
- Auditing ownership changes over time
- Connecting ownership to attestation requests
- Measuring ownership coverage across services
Module 7. Production Sign-Off Workflow Design
Structure a clear, auditable process for granting final production approval.
12 chapters in this module
- Defining who can sign off and under what conditions
- Designing multi-tier approval paths
- Integrating with identity and access systems
- Capturing justification for each sign-off
- Automating notification of approval status
- Logging sign-offs in immutable audit trails
- Supporting delegated sign-off authority
- Handling emergency bypass procedures
- Reviewing sign-off patterns for anomalies
- Measuring sign-off latency and bottlenecks
- Reducing unnecessary sign-off requests
- Documenting the workflow for new participants
Module 8. Validation Dashboard Development
Build real-time dashboards that show validation status across services and teams.
12 chapters in this module
- Identifying key validation metrics to display
- Designing role-based dashboard views
- Integrating with monitoring and logging systems
- Highlighting at-risk or incomplete validations
- Showing historical validation trends
- Alerting on dashboard anomalies
- Embedding dashboards in team workspaces
- Automating dashboard updates and refreshes
- Ensuring data accuracy and freshness
- Documenting dashboard logic and sources
- Measuring dashboard adoption and impact
- Optimizing for mobile and quick access
Module 9. Framework Adoption and Enablement
Drive consistent use of the production integrity framework across engineering teams.
12 chapters in this module
- Identifying early adopter teams
- Creating onboarding documentation and templates
- Hosting enablement workshops and office hours
- Providing direct support during initial rollout
- Collecting feedback for framework improvements
- Celebrating successful implementations
- Measuring adoption rates across services
- Addressing common objections and blockers
- Integrating with team goal-setting cycles
- Scaling support through community leads
- Maintaining a public roadmap for the framework
- Reducing friction in daily usage
Module 10. Audit and Review Preparation
Ensure production validation artifacts are always ready for internal or external review.
12 chapters in this module
- Identifying required audit evidence types
- Structuring evidence for easy retrieval
- Automating evidence collection and packaging
- Validating evidence completeness and accuracy
- Storing evidence in secure, compliant locations
- Linking evidence to framework requirements
- Preparing narratives for reviewer questions
- Conducting internal dry runs
- Updating evidence based on feedback
- Measuring audit readiness over time
- Reducing last-minute evidence scrambling
- Documenting evidence ownership and access
Module 11. Framework Evolution and Feedback Loops
Continuously improve the production integrity framework based on usage data and team feedback.
12 chapters in this module
- Collecting quantitative usage metrics
- Gathering qualitative feedback from engineers
- Analyzing validation failure patterns
- Identifying frequently bypassed rules
- Proposing targeted framework updates
- Testing changes in staging environments
- Communicating updates to all teams
- Measuring impact of changes on outcomes
- Retiring outdated or redundant rules
- Balancing rigor with developer velocity
- Maintaining version history and changelogs
- Planning regular framework review cycles
Module 12. Institutionalizing Production Integrity
Embed the framework into engineering culture so it outlasts individual contributors.
12 chapters in this module
- Integrating into onboarding for new engineers
- Including in performance and promotion criteria
- Linking to team health metrics
- Recognizing excellence in validation practices
- Sharing success stories across org
- Maintaining public documentation and examples
- Ensuring leadership visibility and support
- Connecting to broader platform strategy
- Measuring long-term cultural adoption
- Reducing dependency on individual champions
- Planning for team reorganizations
- Creating a self-sustaining governance model
How this maps to your situation
- Production launch delays due to manual checks
- Post-incident scrutiny on validation gaps
- Cross-team friction over ownership and readiness
- Audit pressure for documented control evidence
Before vs. after
Before
Spending dozens of hours chasing down validation approvals, scrambling before launches, and defending gaps in post-incident reviews.
After
Confidently signing off on production changes with a documented, automated framework that proves integrity and earns trust 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 90 minutes per module, designed to be completed over 12 weeks with one module per week.
If nothing changes
Without a structured approach, production validation remains reactive and inconsistent, leading to repeated incidents, eroded credibility, and growing scrutiny from leadership during audits or outages.
How this compares to the alternatives
Unlike generic SRE or reliability courses, this program delivers a specific, actionable framework for production integrity tailored to senior ICs in high-scale environments , not theory, but a working system you can implement immediately.
Frequently asked
Is this course relevant for engineers outside of Meta?
Yes. While the examples are drawn from large-scale platform environments, the framework is designed for any senior IC responsible for production integrity in complex systems.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will I receive practical tools I can use immediately?
Yes. Every module includes downloadable templates, checklists, and real-world examples you can adapt to your environment.
$199 one-time. Approximately 90 minutes per module, designed to be completed over 12 weeks with one module per week..
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