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Terraform/Pulumi, Ansible, drift detection, and declarative delivery.
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I Built a Multi-Region Pilot Light on AWS. The Diagram Was the Easy Part.
6+ min ago (21+ words) Most disaster recovery write-ups stop at the diagram. You get two boxes, an arrow labelled... Tagged with aws, terraform, devops, architecture....
Workshop: Catch Shared-Host Drift With a Five-Probe Floor Card in 85 Minutes
13+ hour, 39+ min ago (594+ words) Measurement talk in developer circles often outruns the tests that still discriminate. When a host starts returning fluent prose, empty objects, or a constant label, yesterday's demo stops being evidence. A floor card is deliberately small so a classroom can…...
AWS Step Functions vs Camunda for Sagas: Two Orchestrators, Different Blast Radii
15+ hour, 3+ min ago (39+ words) Here's a trap I've watched smart teams walk into. They pick a saga orchestrator by comparing the two... Tagged with aws, architecture, microservices, saga....
I let an LLM judge inside Python's if statements, then ran Ansible's own tests on it
23+ hour, 7+ min ago (373+ words) fuzzyif puts a plain-language question in an if condition. Replacing 418 lines of if/elif in Ansible's distribution detection with two calls, scored by Ansible's 90 official fixtures. Tagged with python, ai, jev, showdev....
I Built a One-Click Azure CI/CD Pipeline with Terraform & GitHub Actions From git push to a Live Website
23+ hour, 31+ min ago (1473+ words) A few weeks ago I built an Azure VM with Terraform from my laptop. It worked, but I still had to SSH... Tagged with azure, terraform, githubactions, devops....
The Database I Deleted: Migrating an Agentic RAG App to AWS Serverless #3
1+ day, 5+ hour ago (901+ words) Re-deriving the corpus surfaced two problems that had nothing to do with AWS. RRF dedupes by doc_id. So 303 chunks were silently shadowing each other during fusion — one of each pair could never surface, and which one survived depended on iteration order....
AWS tells you something changed. Figuring out what actually happened is another story.
2+ day, 2+ hour ago (199+ words) I kept running into the same problem with AWS. The alert usually isn’t the hard part. The investigation is. An IAM policy changes, a security group gets opened, or a role suddenly has permissions it didn’t have before. AWS gives…...
Reviewing Generated Terraform: The Destroy Count, count vs for_each, and a Comment in the Wrong Place
3+ day, 20+ hour ago (515+ words) Terraform is the worst place to accept generated code uncritically, because it is the one where "wrong" can mean a deleted database rather than a failing test. It is also a place where Copilot is genuinely useful — provider schemas are…...
ELT with Dataform on Google Cloud
4+ day, 9+ hour ago (1191+ words) A real-world ELT pipeline with Dataform and BigQuery — staging and mart layers, JavaScript includes, dynamic tables and views, GitHub sync over SSH and Terraform provisioning. Tagged with dataform, bigquery, googlecloud, dataengineering....
What a stack deletion leaves behind — Nx Plugin for AWS 1.0, AWS Blocks and Amplify Gen 2 compared (File Portal Part 7)
4+ day, 11+ hour ago (1072+ words) Nx Plugin for AWS 1.0, AWS Blocks and Amplify Gen 2 at the same scope: resource counts, the same four features, and what a stack deletion leaves behind. Tagged with aws, cdk, nx, amplify....