DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
OmnithiumThe Silent Killer of Agentic AI ROI: Why Multi-Agent Reliability Needs a New SRE Discipline
Your Kubernetes pods are green. Your API latency is sub-100ms. Your LLM provider reports 99.9%...
Tomasz KarwatkaFire-and-forget AI engineering: letting agents ship a production app unsupervised
A technical breakdown of an autonomous agent workflow on Open Mercato - spec-driven development, parallel branch isolation, Claude + Codex model pairing, and a coordinator sub-agent that survives multi-hour runs without context burnout.
The Unmeshed TeamWhy Telecom Order Fulfillment Becomes a Workflow Problem
The telecom industry has some of the most complex and distributed systems out there. Over time,...
Lars Winstandr/openclaw apologized for moderating too hard and honestly that tells you everything
A moderator apology on r/openclaw turned into a useful lesson for anyone running AI agents: support communities die when posting gets too clean, and a
Ecaterina TeodoroiuYour AI Translation Has a 10-18% Error Rate. You Just Can’t See It.
The output looked fine. Grammatically correct, fluent, confident. It passed the automated quality...
Wade ThomasAnsible Installation and Configuration on Ubuntu — Automate Your Server Management
Introduction What is Ansible? Ansible is an automation language that...
Nejdet Kadir BektaşHow I Built My Own Home-Lab: A Single-Node Kubernetes Platform
I turned a second-hand mini-PC into a proper, internet-facing application platform: one Kubernetes...
Andreas Quist BatistaTired of maintaining a compose file for local and a whole other toolchain for prod? I wrote about composing your environment from a catalog of services and deploying it with one tool, from docker compose up to production.
One config from `docker compose up` to production ...
9ProxyResidential Proxy vs Datacenter Proxy: Debugging Why Your Scraper Fails in Production
When your scraper works perfectly in testing but collapses at scale, the first instinct is often to...
Puneetha JalagamScaling Applications Without Scaling Costs
At some point, every growing product runs into the same problem. Traffic goes up, the app slows down,...
Ryan BellThe Hidden Tax of Unmanaged SaaS: Shadow IT, Wasted Licenses, and Ungoverned Data
Ask a growing company how many software subscriptions it pays for and you will often get a number...
Suresh Babu NarayananFive Terraform state mistakes I keep seeing after 10 years (and the fixes)
Terraform's state file is the most important file most teams never think about - right up until the...
JohnGreen for Four Days While Nothing Shipped: A Reader Rebutted My Monitoring Post, and He Was Right
I argued that polling on-disk state beats an event bus because "state is truth, events are rumors." A commenter showed the slogan was wrong, and my own freshness check proved him right. Here is the rebuttal, the cross-vendor verification I ran instead of defending, and the fix that shipped.
Dev Encyclopedia1.2 Million WordPress Sites Were Hacked, and Not One Plugin Was Outdated
On June 12, 2026, attackers compromised a CDN signing key belonging to Awesome Motive, the company...
Python-T Point☁️ Terraform vs CloudFormation for managing Kubernetes clusters — which one should you use?
Choosing the wrong IaC tool for a production‑grade Kubernetes cluster can add $5 000 + to a quarterly...
Kanishga SubramaniDay 22 of 100 Days of ClickHouse: Exploring High-Speed Analytics
One of the most common questions developers ask when working with ClickHouse® is: "How should I...