Tag
Scrum is becoming obsolete for teams that ship daily or use continuous delivery, with startups and Big Tech having moved away from it, while legacy companies still rely on it.
Honeycomb's engineering team more than doubled peak daily merges from ~30 to ~74 using AI tools like Claude Code, with AI-attributed code rising to 82.6% by June 2026, while managing incidents proportionally. They share practices like continuous delivery, fast CI, and observability that amplified with AI.
Jenkins is a leading open-source automation server built with Java, used for CI/CD, testing, deployment, and automating development workflows.
Argo CD is a declarative GitOps continuous delivery tool for Kubernetes, enabling automated application deployment and lifecycle management.