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Operational lessons for safer cloud delivery
Read focused articles about Docker, Azure incident response, Terraform, Kubernetes, Bicep, automation, and the engineering decisions that make production changes easier to understand and verify.
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Featured article
Structured for quick scanning during an incident and deeper reading when you are building preventive controls.
Latest practical article
Updated September 5, 2026 · 9 min read
Evidence-First Azure Incident Response: A Practical Framework
Use a repeatable Azure incident-response framework to define impact, isolate the failure boundary, preserve evidence, mitigate safely, and verify recovery.
- Write a one-sentence incident statement before making a change.
- Build a UTC timeline from independent sources.
- Prefer reversible actions that test a specific hypothesis.
- Separate mitigation from root cause and prevention.
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Terraform plan review checklist
A practical Terraform plan review checklist for Azure resources, replacements, deletions, identity, networking, state, provider versions, and post-apply verification.
Kubernetes probes explained
Understand when to use Kubernetes readiness, liveness, and startup probes, how failures affect traffic and restarts, and how to avoid probe-driven outages.
Bicep what-if production review
Use Azure Resource Manager what-if with Bicep to review creates, updates, deletions, ignored changes, permissions, and production deployment risk.
Dockerfile best practices for production
Build smaller, reproducible, and more secure Docker images with multi-stage builds, intentional caching, non-root users, secret-safe workflows, health checks, and immutable release tags.
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