DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.

Deepak SatyamThe most dangerous line of code your AI agent writes is the test that passes
When the same agent writes the code and the test, your suite stops being a safety net and starts ratifying breaking changes. A war story, and what to do about it.

DatanestDigital7 Terraform Patterns That Survive Production
7 Terraform Patterns That Survive Production Nobody's Terraform stays clean past the...

kubegraf teamWhy Every Kubernetes Team Needs Incident Automation
Manual incident workflows consume time and increase operational costs. As infrastructure scales,...

Michel Faure Quick Win Card #04 — The 15-line contract test that unlocks fearless schema refactors
The hook First triptych: three cards on what lies — status file, counter, delegate's...

Muhammad HasanSnyk vs Kolega: why pattern matching has a ceiling, and what sits above it
Snyk is the tool you get compared to when you build anything in this space, because it is the...

TABATA HitoshiThe Terraform MCP server has 35+ tools and none of them can see the resource I made in the console
Everything is getting an MCP server, and Terraform is no exception — HashiCorp ships an official one...

TABATA HitoshiYour database GUI is a text editor. Where's the console?
I spent an evening going through a big directory of database GUIs — the Macs-and-menu-bars kind,...

Emmanuel UluFrom SAM to Terraform Rebuilding My Nigeria Power Outage Tracker with Modules
INTRODUCTION A few months ago I built a serverless power outage reporting system for...

Milo AntaeusWhy did $4,200 vanish? Hidden successful retries.
Why did $4,200 vanish? Hidden successful retries. The failure was not an outage. The agent...

RicardoCS, EKS or Fargate: how to choose without becoming a Kubernetes specialist
After deciding to host a static site, the next practical problem is usually: how do I run an API in a...

Nnamdi Felix IbeDay 10: Automating Backups Over SSH, and What an Elastic IP Really Costs Now
A backup you have to babysit is not a backup. The whole point is that it runs without you, at 2 am,...

VulertMean Time to Remediate Vulnerabilities — Benchmarks and How to Improve Yours
Security teams are increasingly asked a question that sounds simple but is difficult to answer...

q0agoAPI Test - Front Matter Style
Testing front matter based article creation

Dean HamsteadUsing TimescaleDB and Collectd for observability
I have used many timescale databases over the years and have found most to be wanting. Often over...

Fabio SarmentoTest Early, Test Often
Don't wait until the end to test your code. Implement testing as part of your workflow to catch...

AttestDojoKaizen Harness: patterns for making AI agents reliable
Trajectory logging, verification, self-healing, and multi-model council debates: open-source patterns that sit between an AI agent and the world.