DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
Pitambar MahatoI Tested 5 Local LLM Sizes in n8n. The 1.5B Model Beat 14B on Tool-Calling.
I spent a weekend benchmarking Qwen2.5 at five sizes — 0.5B, 1.5B, 3B, 7B, 14B — through five real...
Sam Li48-Hour Field Notes: Unit Tests That Grew a Network
The suite was still named test_pricing_unit.py. That was the tell. Forty minutes after an agent patch...
Syed Muhammad Jamal Uddin GilaniRunning a Live Media Monitoring Platform on Kubernetes
Media monitoring sounds simple from the outside: watch TV channels, pull out mentions, show sentiment...
RafagrossThe Confused Deputy Problem in AWS: ExternalId, aws:Source* Keys, and RCPs
Most IAM incidents people talk about start with a leaked access key or a wildcard that was too...
Taylor WangI Kept Deleting Logs for 48 Hours. The Inodes Were Already Gone.
Have you ever watched a two-kilobyte write fail with No space left on device while df -h still showed...
Masri SystemsAI Agent Workflow Automation: Curated 123-Tool Stack
AI agent workflow automation requires shifting from prompt hacks to deterministic tool execution....
Avery LinSource-Bound Docs: Models Restate Files, Humans Own Promises
Model-drafted documentation is useful only when every generated claim maps to a file the repository...
Dakota LiuFail Closed on AI-Suggested Installs: A From-Zero Registry Gate
If a model emits pip install or npm install, I do not run it. I parse the line, query the public...
informatYou Backed Up the Database. You Did Not Back Up the Application.
The IT manager at a plant in Dongguan called me on a Wednesday afternoon. Six hours earlier one of...
Emery HuangIncomplete Alerts Are a Trap: Make the On-Call Bot Fail Closed
If a paging alert is missing a host, service, or freeze flag, your on-call bot should stop, not...
Aniket SinhaNoisy neighbors on shared game servers: what cgroups can and can't isolate
What Linux cgroups actually isolate on shared game servers, where hard limits stop helping, and how that shapes hosting tiers.
Marx JenesTesting Against a Dependency You Can't Call: When Service Virtualization Is the Only Option
A team I know integrated with a partner's inventory system that had exactly one environment:...
UrbanDonovan1576Create a Spare Standby API Credential: 5 Node.js Failover Checks
Short answer: Keep a second, unused, narrowly scoped API key ready, then make rotation a...
George FeanReact Native OTA After CodePush: How to Choose a Tool in 2026
Microsoft’s hosted App Center CodePush service is gone. App Center’s main services, including...
Demarko LittleOver the years, here's something I've learned while working in infrastructure:
The quickest fix isn't always the safest fix. Before I stop, resize, delete, or reconfigure a cloud...
Emery HuangPrint the Command Plan, Then Freeze Writes Until Blast Radius Is Named
An on-call page is not a conversation, and it is not a license to improvise a restart. I want every...