Ideas worth
putting to work.
Original engineering notes on AI, software delivery, and cloud platforms. Our 2025 in review series looks back at the year’s technical developments.
3 articles · Original writing, researched sources.
AI delivery needs a platform, not just a prompt.
A look back at DORA’s 2025 findings, and a practical way to turn code-generation speed into a reviewable delivery workflow.
Design the approval boundary before the agent.
What 2025 agent engineering discussions suggest about accountable workflows, and our proposed approval contract for incident remediation.
Kubernetes resizing changed in 2025. Your rollout still needs a plan.
From beta in Kubernetes 1.33 to stable in 1.35: what changed, and a workload-first checklist for evaluating in-place resource resizing.
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About the dates: these original retrospectives were written in October 2026 and cover 2025 developments. Source publication dates are identified in the articles.