When a knowledge graph makes a platform migration possible
People and AI agents need queryable facts. Without them, large CI/CD migrations stay tribal and stall.
Field guides on DevOps and knowledge graphs
Practical notes on when to hire help, how Platform Engineering differs from DevOps, what changes in regulated industries, and when a knowledge graph makes a migration possible. Separate from the engineering blog.
DevOps consulting for Fintech, Insurtech and industrial teams
What changes when releases, audits and change windows are business constraints rather than operational details
Platform Engineering vs DevOps: the difference that matters in practice
Same delivery goals, different operating models. How to choose without buying a developer portal too early
When you need a Kubernetes consultant
What changes between a focused engagement and another YAML sprint
