News
The Right Way to Pair AI With Terraform Plans
2+ hour, 36+ min ago (633+ words) terraform plan is honest about what it's going to do. The problem is it's also verbose, repetitive, and full of cosmetic changes (like recomputed tags) mixed in with real ones (like a database instance scheduled for -/+ replace). On a 400-line…...
Cloud Formation now validates every stack operation, not only change sets
4+ hour, 50+ min ago (601+ words) This is one of those quiet infrastructure changes that only reveals its value the third or fourth time your CI does not spend fifteen minutes rolling back a stack that never should have started. Validation used to be a change-set…...
Detecting and Managing Terraform Drift
14+ hour, 7+ min ago (1234+ words) Terraform assumes it's the only thing managing your infrastructure. The moment something changes outside of Terraform " a manual console edit, an auto-scaler adjusting capacity, another tool modifying a resource, an emergency hotfix applied directly in the cloud " Terraform's state file…...
Why Snap CD: Self-Hosted Terraform Runners with Credential Isolation
1+ day, 1+ hour ago (1295+ words) When a single CI runner (or pool of identical runners) handles all Terraform work, several things go wrong at the same time. Your CI runner needs to deploy networking in production, spin up a dev Kubernetes cluster, manage DNS records,…...
Why Snap CD: Modular Deployments
1+ day, 1+ hour ago (750+ words) Terraform manages dependencies between resources within a single state. The moment your infrastructure outgrows one state file " slow plans, wide blast radius, team contention " you need to split. But the pieces still depend on each other: compute needs the VPC…...
Argo CD flaw shows why Git Ops infrastructure should be treated as tier zero
1+ day, 19+ hour ago (516+ words) A newly disclosed vulnerability in Argo CD is drawing attention to the security risks of Git Ops platforms, with researchers warning that the flaw could allow attackers who gain a foothold inside a Kubernetes cluster to execute code and manipulate…...
[Databricks on AWS #5] Fixing Databricks BOOTSTRAP_TIMEOUT with AWS Private Link: Control Plane Over the Backbone, Zero New Subnets
1+ day, 19+ hour ago (833+ words) " Series: Databricks on AWS (Part 5) In Part 4 we traced a BOOTSTRAP_TIMEOUT all the way to a centralized egress firewall that silently dropped our new workspace CIDR. Here's the clean fix " take the control-plane traffic off the internet entirely, without touching the…...
Open Tofu vs Terraform vs Pulumi: $0 vs $0. 10 [2026]
1+ day, 23+ hour ago (980+ words) Don't miss new tech stories on Google Add Tech Insider once in the Google app and our stories appear in your news suggestions. Licensing is not an abstract legal footnote here " it directly determines who can use each tool, for…...
Applying a SAST Tool to Infrastructure as Code: Scanning a Terraform Stack with Checkov
3+ day, 2+ hour ago (116+ words) A small but realistic stack: an S3 bucket for order exports, a security group, an RDS database, an IAM policy, an EBS volume, and a Cloud Watch log group. Nothing here fails terraform validate " it's all valid HCL that will provision…...
The Terraform Awakens: Infrastructure as Code Quest
3+ day, 2+ hour ago (418+ words) The breakthrough came when I stopped thinking of Ia C as "just another config file" and started seeing it as a storytelling language. Every resource block is a character, every variable a plot twist, and the state file the ever'growing…...