A tailored course, built for your situation
Mastering Network Automation for Staff Network Engineers
A step-by-step system to turn intent into deployed, validated network configurations in hours, not weeks
$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.
Time lost reconciling network intent with deployable, compliant configurations
The situation this course is for
High-impact network changes stall in review cycles, requiring rework due to configuration drift, missing dependencies, or lack of audit-ready validation. This slows down incident response, feature rollouts, and compliance readiness, even when the original intent is clear. The cost isn't just downtime; it's credibility and momentum.
Who this is for
Staff-level IC network engineers at hyperscalers managing complex, high-velocity infrastructure changes with zero tolerance for outages or compliance gaps
Who this is not for
Entry-level network admins, non-technical stakeholders, or teams using fully manual CLI-only deployment processes
What you walk away with
- Deploy validated network configurations in under four hours from initial policy input
- Produce self-documenting, auditable configuration pipelines that pass compliance review immediately
- Automate 80% of cross-team validation steps using structured input and targeted testing stages
- Reduce configuration drift incidents by 90% through deterministic deployment patterns
- Build reusable, version-controlled templates that survive team changes and platform shifts
The 12 modules (with all 144 chapters)
Module 1. The Automation Mindset for Senior Network Engineers
Shift from reactive CLI tasks to proactive, system-driven configuration design. Establish the core mental model of intent-to-artefact pipelines and how they differ from traditional change workflows. Learn to define 'done' upfront and identify automation leverage points within existing processes.
12 chapters in this module
- Why traditional network change processes fail at scale
- Defining 'completed artefact' for network automation
- From fire-fighting to forward design: a new operating mode
- Mapping intent to configuration: the two-second rule
- How top quartile teams structure automation workflows
- The role of version control in network operations
- Building validation into the pipeline, not after it
- Common automation anti-patterns and how to avoid them
- The four stages of network automation maturity
- Aligning automation with incident response readiness
- Documentation as code: making changes self-explanatory
- Setting measurable goals for automation velocity
Module 2. Structured Policy Input and Intent Capture
Design inputs that eliminate ambiguity and reduce revision cycles. Learn how to encode business requirements, security constraints, and performance needs into structured, machine-readable formats that drive downstream automation reliably.
12 chapters in this module
- Moving beyond email and Slack for change requests
- Designing forms that capture complete network intent
- Using YAML structures to represent configuration goals
- Validating input completeness before automation begins
- Handling partial or ambiguous policy inputs
- Role-based input requirements for different change types
- Integrating change calendars with automation pipelines
- Automated stakeholder notification triggers
- Linking inputs to compliance frameworks
- Versioning and archiving initial intent records
- Metrics to track input quality over time
- Reducing back-and-forth with secure pre-validation
Module 3. Templating Deployable Network Configurations
Build robust, reusable configuration templates that adapt to topology while enforcing standards. Master template logic, variable scoping, and conditional rendering to generate accurate, secure, and compliant configurations from abstract inputs.
12 chapters in this module
- Choosing the right templating engine for network scale
- Designing templates for readability and auditability
- Inheritance models in large-scale network environments
- Managing variable scope across global deployments
- Conditional configuration blocks and safe defaults
- Versioning templates with semantic versioning
- Testing templates against edge-case inputs
- Generating multiple vendor configurations from one template
- Embedding compliance checks directly in templates
- Documenting template decision logic
- Security review gates for template changes
- Managing template drift across regions
Module 4. Automated Validation and Pre-Flight Testing
Create fast, deterministic tests that catch errors before deployment. Learn to design and integrate pre-deployment checks that verify correctness, compliance, and safety, reducing rollback risk and increasing deployment velocity.
12 chapters in this module
- The four categories of network validation tests
- Designing idempotent configuration checks
- Simulating change impact before implementation
- Integrating linting into the pipeline
- Automated security control validation
- Performance impact estimation models
- Using shadow mode to test routing changes
- Validating compliance with internal standards
- Cross-team assertion testing
- Test coverage metrics for network pipelines
- Failing fast: early detection of invalid configurations
- Building confidence with automated test reports
Module 5. Staged Rollout and Canary Deployment
Implement progressive deployment strategies that minimize blast radius and maximize learning. Learn how to design safe rollouts with automatic rollback triggers that protect stability while enabling rapid iteration.
12 chapters in this module
- Defining rollout stages for different change types
- Selecting canary targets based on topology and risk
- Automated monitoring during early-stage deployment
- Criteria for promoting to next rollout phase
- Designing automatic rollback triggers
- Integrating with observability platforms
- Handling asymmetric failures in distributed networks
- Timing considerations for global rollouts
- Communicating rollout status across teams
- Auditing deployment progress in real time
- Post-deployment validation checks
- Learning from partial failures to improve safety
Module 6. State Verification and Drift Detection
Ensure deployed configurations match intended state. Implement continuous verification systems that detect and alert on configuration drift, enabling rapid remediation and audit compliance.
12 chapters in this module
- Defining source of truth for network state
- Automated configuration collection schedules
- Comparing deployed state against golden templates
- Detecting unauthorized manual changes
- Drift reporting for compliance evidence
- Automated remediation workflows
- Balancing security and operational flexibility
- Handling intentional one-offs safely
- Versioning drift exceptions
- Integrating with change management systems
- Measuring drift resolution time
- Auditing drift detection system accuracy
Module 7. Change Documentation as Code
Generate self-documenting changes that serve as living records. Turn every deployment into a permanent, searchable, and audit-ready artefact that reduces knowledge silos and onboarding time.
12 chapters in this module
- Embedding documentation generation in pipelines
- Automating runbook updates from deployments
- Creating searchable change archives
- Linking changes to incident records
- Generating compliance narratives automatically
- Using structured logging for audit trails
- Versioning documentation with configurations
- Integrating with internal knowledge bases
- Documenting assumptions and constraints
- Automated post-mortem inputs
- Reducing tribal knowledge dependencies
- Searchable metadata for incident response
Module 8. Cross-Team Validation Workflows
Streamline approvals and feedback loops without sacrificing control. Design lightweight, automated workflows that ensure necessary stakeholders are included, without becoming bottlenecks.
12 chapters in this module
- Identifying key validation roles by change type
- Automated stakeholder routing based on scope
- Time-bound review windows to prevent delay
- Default approvals for known patterns
- Escalation paths for ambiguous changes
- Integrating with security review teams
- Feedback loops for compliance and SRE teams
- Reducing unnecessary CCs and noise
- Tracking reviewer performance metrics
- Maintaining separation of duties
- Audit trails for validation decisions
- Adapting workflows to incident mode
Module 9. Error Handling and Rollback Automation
Design resilient pipelines that recover gracefully from failures. Implement automated rollback, incident triage, and remediation workflows that minimize downtime and human intervention.
12 chapters in this module
- Classifying failure types and severity
- Automated rollback triggers and thresholds
- Safe modes and fallback configurations
- Incident detection from configuration changes
- Post-rollback validation checks
- Automated alerting for rollback events
- Human-in-the-loop escalation paths
- Tracking rollback frequency and causes
- Learning from rollbacks to improve safety
- Documentation updates after rollback
- Integrating with incident management tools
- Reducing mean time to recovery
Module 10. Scaling Automation Across Network Domains
Extend automation patterns across different network layers and functions. Adapt core principles to routing, security, load balancing, and edge configurations while maintaining consistency and safety.
12 chapters in this module
- Mapping core automation patterns to new domains
- Routing policy automation principles
- Security policy as code
- Load balancer configuration pipelines
- Edge network automation challenges
- Wireless and access layer automation
- Cloud interconnect automation patterns
- Standardizing across vendor heterogeneity
- Cross-domain dependency management
- Shared template libraries and governance
- Version synchronization across domains
- Scaling team knowledge alongside automation
Module 11. Metrics That Drive Improvement
Measure what matters in your automation pipeline. Track velocity, reliability, and compliance to identify bottlenecks and demonstrate progress to leadership and auditors.
12 chapters in this module
- Time from intent to deployed artefact
- Deployment success and rollback rates
- Validation pass rates by stage
- Configuration drift frequency
- Change review cycle duration
- Automation coverage by network segment
- Compliance violation trends
- Mean time to detect and resolve drift
- Stakeholder satisfaction with change process
- Automation-related incident reduction
- Cost avoidance through faster deployment
- Benchmarking against peer organizations
Module 12. Sustaining Automation Gains
Keep automation systems reliable and relevant over time. Learn how to maintain, improve, and adapt automation pipelines as networks evolve, ensuring long-term success and team adoption.
12 chapters in this module
- Scheduled pipeline health reviews
- Updating templates for new standards
- Retiring deprecated automation paths
- Onboarding new engineers to pipelines
- Knowledge transfer and documentation
- Managing technical debt in automation
- Updating validation tests with new threats
- Auditing automation for compliance
- Integrating new tools and platforms
- Feedback loops from operations teams
- Celebrating automation wins
- Planning for the next level of maturity
How this maps to your situation
- Time from security mandate to network implementation
- Velocity of incident response network changes
- Compliance readiness for infrastructure audits
- Cross-functional configuration handoffs
Before vs. after
Before
Days spent translating network policy into safe, auditable configuration changes, with late-cycle rework and cross-team alignment delays
After
Under four hours from initial input to validated, deployed configuration, repeatable, documented, and audit-ready
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: 90 minutes per week for 12 weeks (1080 minutes total)
If nothing changes
Continuing with manual, siloed change processes means falling behind on velocity demands, increasing compliance exposure, and missing opportunities to lead infrastructure innovation. The expectation for rapid, reliable network changes won't slow down, and neither will your peers who adopt automation frameworks.
How this compares to the alternatives
Unlike generic DevOps or cloud automation courses, this program is built specifically for senior network engineers in hyperscale environments. It skips beginner concepts and focuses exclusively on the decision points, validation patterns, and configuration pipelines that define high-velocity network operations at companies like Meta, Google, and AWS.
Frequently asked
I already use some automation. Is this still relevant?
Yes. This course is designed for engineers who are past the basics and need to harden, scale, and systematize their automation for compliance, velocity, and reliability at scale.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Does this work for multi-vendor environments?
Yes. The framework is tool-agnostic and focuses on pipeline design, validation logic, and configuration integrity across vendor boundaries.
$199 one-time. 90 minutes per week for 12 weeks (1080 minutes total).
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