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News
Ansible Series — Part 2: Inventories in Depth
10+ hour, 30+ min ago (33+ words) In Part 1 we wrote a five-line inventory just to get pong back from a couple of hosts. That's the training-wheels version. In real projects the …...
Drift Detection Was Never the Hard Part — Here's What Production Teams Actually Need Next
16+ hour, 35+ min ago (571+ words) When I started building tfdrift, the problem seemed simple: terraform plan tells you what changed, but not how much you should care. Severity classification solved that — and it's been the core of tfdrift since v0.1. But shipping severity classification to real…...
Terraform: The Future of Cloud Infrastructure Automation ☁️🚀
1+ day, 8+ hour ago (524+ words) Cloud infrastructure has transformed the way we build applications. But imagine creating dozens of servers, databases, load balancers, and networking components manually through a cloud dashboard every single time. It would be slow, error-prone, and nearly impossible to manage at…...
Cloud Regions Don???t Expand Themselves: How to Automate Multi-Region Infrastructure at Scale
2+ day, 1+ hour ago (1605+ words) Launching a new cloud region is not just “deploying the same service somewhere else.” It is a control-plane, metadata, networking, policy, and validation problem — and the real solution is a region factory. When a cloud provider announces a new region,…...
Day 13: AWS Compute Core — EC2, ELB, and Auto Scaling
2+ day, 2+ hour ago (500+ words) We are beginning where most people start their AWS journey — the raw compute layer: EC2, Elastic Load Balancer, and Auto Scaling. EC2 lets you create virtual machines in the cloud, called instances. It's the AWS service where you launch and fully control…...
IAM Roles Anywhere: AWS Access With Zero Static Keys
2+ day, 13+ hour ago (1151+ words) Every environment I have audited has the same ghost. An IAM user with an access key and a secret key. Created for a script, a cron job, a device that needed to reach AWS. It worked, so nobody touched it…...
Zero Keys, Two Clouds: How Our AWS-hosted Terraform CI/CD Deploys to Google Cloud
2+ day, 15+ hour ago (1124+ words) For years, our infrastructure CI was single-cloud — not by decision, but by construction. The result was predictable but easy to overlook: around 97 Terragrunt units across approximately 25 Google Cloud projects were being applied from engineers’ laptops, using whatever credentials happened to…...
Object Storage Adds IPv6 Dual-Stack Endpoints for Modern Cloud Connectivity
2+ day, 18+ hour ago (375+ words) OCI Object Storage now supports public IPv6 dual-stack endpoints, providing a way to access Object Storage from both IPv4 and IPv6 networks. You can continue using existing IPv4 applications while enabling IPv6-ready clients, services, and cloud environments to access the same Object Storage data....
databricks/cli v1.12.1 — release notes — brickster.ai
3+ day, 18+ hour ago (197+ words) No summary available for this release. Read the full release notes on GitHub. The Terraform deployment engine is now deprecated; migrate to the direct deployment engine for continued support. AI runtime tasks now automatically package local directories into tarballs during…...
Databricks Network Configuration delivery to Tens of Millions of Serverless VMs
3+ day, 9+ hour ago (503+ words) How event-driven pre-computation and snapshot serving cut RPC latency by 97.5% (5,000ms → 125ms) and reached 99.99% availability across billions of network-config requests daily. by Manish Bansal, Yankai Zhang and Chen He Databricks' serverless compute platform powers virtually all of our data and AI products,…...