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Terraform/Pulumi, Ansible, drift detection, and declarative delivery.
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HashiCorp Relased Terraform Google Cloud Provider 8.0 in General Availability
4+ hour, 15+ min ago (279+ words) In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Matt Gjertsen, founder of Built and author of Minimum Viable Manager, about the three foundational skills every first-time manager needs, how to build trust and give effective feedback,…...
Oracle Cloud Minecraft Server Setup: 13 Steps, $0/Mo [2026]
1+ day, 7+ hour ago (1713+ words) Oracle Cloud’s free-tier game server setup has a short list of real prerequisites, but each one matters because free-tier capacity on OCI is first-come, first-served in every region. Gather these before you open the console. OCI injects your public key…...
My World-Model Drift Metric Scored a Stale Checkpoint as Stable
1+ day, 13+ min ago (760+ words) Last quarter I deprecated an internal endpoint. The world-model layer in my agent stack — the part that predicts what a tool call will return before it makes it — kept predicting the old response shape for eleven days. My regression harness…...
How to Rotate Every Secret an Arbitrary File-Read Bug Could Have Exposed
1+ day, 1+ hour ago (505+ words) Patching closes the hole; it does nothing about the credentials that leaked while it was open. A runbook for scoping the exposure and rotating secrets in dependency order without locking yourself out. You cannot rotate what you have not listed....
OpenTofu 1.13: What’s New (and Terraform Still Lacks)
1+ day, 2+ hour ago (546+ words) OpenTofu 1.13.0 shipped on September 30, 2026. Officially-supported Windows on ARM64, a set of new functions, and upgrades to the state-encryption system it shipped ahead of Terraform. Here’s what actually changed, verified against the official release changelog, plus a close look at state encryption…...
OpenTofu 1.13: What's New and What Terraform Still Doesn't Have
1+ day, 2+ hour ago (392+ words) OpenTofu 1.13.0 shipped on September 30, 2026. Officially-supported Windows on ARM64, a set of new functions, and upgrades to the state-encryption system it shipped ahead of Terraform. Here's what actually changed, verified against the official release changelog, plus a close look at state encryption…...
Terraform: Checksum Mismatch Between S3 and DynamoDB
1+ day, 5+ hour ago (443+ words) Recently, I ran into an interesting issue with a Terraform remote backend. Out of nowhere, every Terraform operation (plan, refresh, or apply) started failing with an error related to the remote state. Terraform was reporting a checksum mismatch between the…...
"It's still running" is not enough—AKS Azure Linux 2.0 node images to be removed starting October 31
5+ day, 21+ hour ago (1315+ words) Organizations using Azure Linux 2.0 node pools in Azure Kubernetes Service (AKS) must migrate to Azure Linux 3 by October 31, 2026, and verify scaling, node updates, and application continuity. Microsoft ended support and security updates for Azure Linux 2.0 on November 30, 2025, and froze the…...
Cisco Config Backups with Ansible: ios_config vs ios_command
1+ day, 7+ hour ago (268+ words) For a dozen switches and a nightly job, either approach works and the choice barely matters. It starts to matter when you want meaningful diffs, when the backup files contain secrets, or when auditors ask who changed what and when....
Terraform drift is easy to detect. Understanding it is the hard part.
1+ day, 9+ hour ago (183+ words) Terraform can tell you that something changed, but that usually isn’t the full story. What I actually... Tagged with aws, devops, infrastructure, terraform. Terraform can tell you that something changed, but that usually isn’t the full story. What I actually…...