Docker version tags help people, but production deployments should use image digests. Our team’s rollback evidence, limits, and policy shift.
Continue reading...devops
Terraform State Locking During Tuesday’s IAM Cleanup
A Tuesday IAM cleanup exposed a stale Terraform state lock, an overlooked S3 permission, and why we refuse opportunistic provider upgrades.
Continue reading...DevOps Questions After We Broke The Release Handshake
Our team answers awkward DevOps questions after a failed release handoff, covering ownership, production access, pager duty, metrics, and rollouts.
Continue reading...Kubernetes NetworkPolicy Rules We Can Actually Prove
Build and test Kubernetes NetworkPolicy rules that allow frontend traffic, PostgreSQL access, and DNS while blocking everything else.
Continue reading...SRE Starts With The Alert That Woke Us
A practical beginner primer on SRE, using our payment API alerts, SLOs, error budgets, and on-call decisions from one difficult day.
Continue reading...Ansible Myths We Met During The Debian 12 Cutover
We tested five common Ansible claims during a 28-host Debian 12 cutover, including check mode, roles, idempotence, and deployment speed.
Continue reading...Jenkins Versus GitHub Actions After Our 43-Minute Queue
Jenkins, GitHub Actions, and GitLab CI compared after a 43-minute build queue, with concrete picks for small, growing, and platform teams.
Continue reading...Ansible That Keeps Production Boring And Reliable
Practical ansible habits for inventory, roles, secrets, tests, deployments, and useful reviews that keep production changes calm and repeatable.
Continue reading...Terraform That Teams Can Actually Trust
Build dependable Terraform workflows with clear state rules, small modules, reviewed plans, version pins, and drift checks that keep changes safe daily.
Continue reading...Jenkins That Ships Reliable Software Without Drama
Practical Jenkins guidance for secure pipelines, disposable agents, fast feedback, backups, and upgrades that keep software delivery calm.
Continue reading...


