Skills
AI Observability
Continuous validation and production monitoring for AI systems. Covers the unique challenges of observing non-deterministic outputs, bridging technical and business metrics, and connecting observability data to code and user experience. Drawn from practitioners at Deepchecks, PlayerZero, and others.
Software Supply Chain Security
Securing the software supply chain from code signing to distribution. Covers provenance, dependency tracking, container image hardening, open source risk management, and the gap between corporate security tooling and open source ecosystems. Drawn from practitioners at Chainguard, Snyk, and others.
Kubernetes & Cloud Native
Kubernetes and cloud-native architecture, platforms, and operations. Covers GitOps, service mesh, observability, security, chaos engineering, developer experience, and scaling patterns. Drawn from practitioners at Google, AWS, Red Hat, CNCF, Honeycomb, and others.
Content from the Library
Open Source Ready Ep. #42, When Forking Becomes a Feature with Will Cory
On episode 42 of Open Source Ready, Brian Douglas and John McBride sit down with Will Cory, creator of Smithers. Will explains...
Open Source Ready Ep. #41, Containers at the Edge of AI with Phil Estes
On episode 41 of Open Source Ready, Brian Douglas and John McBride sit down with Phil Estes. They explore why the definition of a...
Open Source Ready Ep. #40, Terminal Innovation in the AI Era with Orhun Parmaksiz
On episode 40 of Open Source Ready, Brian Douglas and John McBride sit down with Orhun Parmaksiz to explore Ratty, his...











































