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Fix Your CI/CD Pipeline Breaks in Under 24 Hours

$199.00
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A tailored course, built for your situation

Fix Your CI/CD Pipeline Breaks in Under 24 Hours

A step-by-step system to diagnose, resolve, and prevent recurring CI/CD pipeline failures, without slowing down your team’s velocity.

$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 CI/CD pipeline that breaks every Monday

The situation this course is for

Every week starts with the same problem: pipeline failures from flaky tests, dependency drift, or misconfigured stages. The team loses hours to triage, reruns fail unpredictably, and trust in automation erodes. You know the root cause is fixable, but no one has time to rebuild it the right way, so you keep patching. This course eliminates that cycle.

Who this is for

Mid-level software engineers in scaled engineering environments who own or contribute to CI/CD pipelines and are held accountable for build stability and deployment reliability.

Who this is not for

Engineers who don’t touch pipelines, managers looking for team-wide training, or teams using fully managed platforms with zero customization.

What you walk away with

  • Diagnose the root cause of any CI/CD failure in under 30 minutes
  • Fix flaky tests and unstable stages with proven patterns
  • Automate recovery steps to reduce manual toil by 70%
  • Document a pipeline health checklist used across Atlassian-scale teams
  • Prevent recurrence with monitoring and guardrails that stick

The 12 modules (with all 144 chapters)

Module 1. Map Your Pipeline’s Failure Hotspots
Identify where in your pipeline failures cluster, test stages, caching layers, or deployment gates, using a lightweight audit framework.
12 chapters in this module
  1. List all pipeline stages
  2. Tag each stage by failure frequency
  3. Identify flaky test patterns
  4. Map dependencies by volatility
  5. Score pipeline instability
  6. Define primary failure mode
  7. Capture recent failure logs
  8. Interview team members
  9. Document top three pain points
  10. Build failure timeline
  11. Classify failure type
  12. Prioritize by impact
Module 2. Isolate Flaky Tests Automatically
Use deterministic filtering and historical pass/fail data to detect, quarantine, and fix unstable tests without sacrificing coverage.
12 chapters in this module
  1. Extract test history data
  2. Calculate flakiness score
  3. Tag flaky tests
  4. Quarantine without disabling
  5. Run in isolation mode
  6. Compare execution environments
  7. Fix timing dependencies
  8. Mock external services
  9. Standardize test setup
  10. Reintroduce cleanly
  11. Monitor recidivism
  12. Reduce flakiness to under 2%
Module 3. Stabilize Dependency Resolution
Eliminate 'it works on my machine' issues by locking, caching, and validating dependencies across environments.
12 chapters in this module
  1. Audit current dependency tree
  2. Pin direct dependencies
  3. Freeze transitive ones
  4. Cache package layers
  5. Verify checksums
  6. Detect version drift
  7. Enforce lockfile use
  8. Scan for vulnerabilities
  9. Automate updates
  10. Test resolution speed
  11. Document sources
  12. Build fallback strategy
Module 4. Optimize Pipeline Caching
Cut build times by up to 60% with intelligent caching strategies that avoid cache corruption and staleness.
12 chapters in this module
  1. Identify cache candidates
  2. Choose cache scope
  3. Name cache keys clearly
  4. Version cache by input
  5. Validate cache integrity
  6. Monitor hit rate
  7. Handle cache misses
  8. Set expiry policy
  9. Test cache recovery
  10. Avoid over-caching
  11. Log cache activity
  12. Tune for parallelism
Module 5. Secure Secrets Without Breaking Builds
Integrate secrets management safely into pipelines without introducing race conditions or access bottlenecks.
12 chapters in this module
  1. Audit current secrets use
  2. Classify by sensitivity
  3. Choose secrets backend
  4. Inject at runtime
  5. Avoid logs exposure
  6. Rotate automatically
  7. Limit permissions
  8. Bind to environment
  9. Test failover path
  10. Audit access logs
  11. Enforce encryption
  12. Document recovery steps
Module 6. Build Reliable Retry Logic
Implement smart retries that don’t amplify failures, only kick in when safe and necessary.
12 chapters in this module
  1. List retry candidates
  2. Classify failure type
  3. Set retry limits
  4. Add exponential backoff
  5. Avoid retry storms
  6. Log retry attempts
  7. Fail fast on unrecoverable
  8. Track retry success rate
  9. Use circuit breakers
  10. Test retry logic
  11. Monitor retry load
  12. Disable unsafe retries
Module 7. Monitor Pipeline Health Continuously
Go beyond pass/fail signals to track stability, performance, and reliability trends over time.
12 chapters in this module
  1. Define health metrics
  2. Track duration trends
  3. Measure success rate
  4. Log infrastructure issues
  5. Alert on degradation
  6. Visualize failure patterns
  7. Set baselines
  8. Compare branches
  9. Report weekly
  10. Integrate with dashboards
  11. Automate alerts
  12. Audit monitoring coverage
Module 8. Document Pipeline Runbooks
Create living runbooks that reduce on-call stress and onboarding time for new team members.
12 chapters in this module
  1. List common failure types
  2. Write step-by-step fixes
  3. Add decision trees
  4. Include log snippets
  5. Link to tools
  6. Assign ownership
  7. Version with pipeline
  8. Test runbook accuracy
  9. Update quarterly
  10. Train team members
  11. Automate runbook access
  12. Measure resolution time
Module 9. Enforce Pipeline Standards
Implement guardrails that prevent misconfigurations before they reach production.
12 chapters in this module
  1. Define pipeline standards
  2. Codify in linter rules
  3. Enforce in PR checks
  4. Scan for anti-patterns
  5. Block high-risk changes
  6. Review exceptions
  7. Document rationale
  8. Train team leads
  9. Audit compliance
  10. Update standards
  11. Measure adoption
  12. Report to leadership
Module 10. Scale Pipelines Across Repositories
Replicate stable pipeline patterns across multiple codebases without manual duplication.
12 chapters in this module
  1. Identify common patterns
  2. Extract shared templates
  3. Version control templates
  4. Enforce template use
  5. Support customization
  6. Test across repos
  7. Monitor drift
  8. Update centrally
  9. Document use cases
  10. Train maintainers
  11. Measure consistency
  12. Optimize for reuse
Module 11. Integrate Security Early
Shift security left without slowing down pipelines, integrate scanning that fails fast and fixes early.
12 chapters in this module
  1. Choose scan tools
  2. Run in parallel stages
  3. Fail on critical issues
  4. Ignore false positives
  5. Fix in development
  6. Report findings
  7. Track remediation
  8. Enforce in CI
  9. Update rules regularly
  10. Benchmark improvements
  11. Train developers
  12. Measure reduction
Module 12. Lead Pipeline Improvements
Champion pipeline health across teams using data, influence, and incremental change.
12 chapters in this module
  1. Gather performance data
  2. Identify quick wins
  3. Build credibility
  4. Propose changes
  5. Run pilots
  6. Gather feedback
  7. Scale success
  8. Present results
  9. Secure buy-in
  10. Drive adoption
  11. Measure impact
  12. Document lessons

How this maps to your situation

  • When your pipeline breaks every Monday
  • After a deployment rollback due to test flakiness
  • When onboarding new engineers to unstable pipelines
  • Before rolling out CI/CD to new teams

Before vs. after

Before
Spending hours debugging pipeline failures, dealing with flaky tests, and manually rerunning jobs that should work the first time.
After
Confidently diagnosing and fixing pipeline issues in under 30 minutes, with automated checks and documented runbooks that prevent repeat failures.

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: 60-90 minutes per module, designed to be completed in parallel with your current work. Most engineers finish in 3-4 weeks while applying each step directly to their pipeline.

If nothing changes
Without addressing pipeline instability, your team will continue losing productive time to firefighting, eroding trust in automation and slowing down delivery velocity. As pressure mounts at Atlassian to deliver reliably at scale, unresolved pipeline issues become career-limiting technical debt.

How this compares to the alternatives

Generic DevOps courses teach broad concepts. This course gives you a precise, step-by-step action plan for fixing the specific CI/CD failures you face, no theory, no filler, just what works in scaled environments like yours.

Frequently asked

Who is this course for?
Software engineers who own or contribute to CI/CD pipelines and are tired of recurring breaks that slow down their team.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this work with my tech stack?
Yes. The principles apply to any CI/CD system, Jenkins, GitHub Actions, GitLab CI, CircleCI, or custom pipelines.
$199 one-time. 60-90 minutes per module, designed to be completed in parallel with your current work. Most engineers finish in 3-4 weeks while applying each step directly to their pipeline..

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
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