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NewHow to Design a Multi-Region Active-Active Architecture on AWS

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AWS

How to Design a Multi-Region Active-Active Architecture on AWS

A practical walkthrough of building active-active multi-region apps on AWS: traffic routing with Route 53 and Global Accelerator, data replication with DynamoDB Global Tables and Aurora, and the application changes that make failover actually work.

|13 min read
DevOps

The US Government Pulled Two Frontier Models Overnight. The Real Lesson Is About Your Stack

On June 12, 2026, an export-control directive forced Anthropic to disable Claude Fable 5 and Mythos 5 for every user worldwide, three days after launch. The policy fight is interesting. The operational lesson for anyone building on a single model provider is more urgent.

|10 min read
DevOps

OpenTofu 1.12: destroy = false Retires the tofu state rm Ritual

OpenTofu 1.12 lets a resource declare that it should be forgotten instead of destroyed, makes prevent_destroy dynamic, and quietly ends the manual providers lock step. Here is what each change does, plus the footguns the release notes will not warn you about.

|8 min read
DevOps

npm v12 Will Stop Running Install Scripts. We Audited Our Repos to See What Actually Breaks

Starting with npm v12 (estimated July 2026), dependency install scripts will not run unless you allowlist them. We ran the new audit tooling on our own production repos: 65 packages flagged, 4 that matter, and a surprising amount of nothing breaking.

|9 min read
DevOps

Designing Rate Limiting for APIs: Algorithms, Patterns, and Implementation

A practical comparison of token bucket, leaky bucket, fixed window, and sliding window rate limiting, with copy-paste Redis and FastAPI code, nginx config, and guidance on which one to actually use.

|12 min read
DevOps

Shai-Hulud Reaches PyPI: The Hades Wave That Runs Before You Import It

The Shai-Hulud worm jumped to PyPI on June 7. The Hades wave hides in 19 Python packages, runs at interpreter startup through a .pth hook before you import anything, and steals your CI/CD secrets.

|10 min read

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