Insights
Production engineering explained through real problems.
Videos, open-source learning projects and practical lessons covering cloud platforms, modernization, secure delivery, reliability and AI infrastructure.
Videos
Practical engineering, clearly explained.

Video
AI Security
Stop Uploading Production Logs to ChatGPT
Use AI with operational data without exposing sensitive production information.
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Video
DevSecOps
Build Security Into the Delivery Pipeline
Add practical security controls without turning delivery into a bottleneck.
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Video
CI/CD
Build a Real CI/CD Pipeline
Understand how build, validation and deployment stages connect in a modern workflow.
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Video
Observability
Production Monitoring and Alerting
Learn how metrics, dashboards and alerts support faster production troubleshooting.
Watch nowOpen source
Learn by building, breaking and fixing.
Open source
Docker
Docker Home Lab Series
155 GitHub stars
Hands-on labs for containers, networking, storage and application delivery.
View on GitHubOpen source
AI Operations
AI Incident Triage
Explore how AI can help prioritize alerts and support incident triage decisions.
View on GitHubOpen source
CI/CD
Production CI/CD System Lab
Explore build, validation and deployment stages inside a delivery system.
View on GitHubOpen source
Monitoring
DevOps Home Lab Monitoring & Alerting
A practical lab for metrics, dashboards, alerting and operational visibility.
View on GitHub