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

CommerceFrameSnapshot-and-fork baselines for reproducible AI agent evaluations
An agent evaluation is only as reproducible as its least-documented input. Snapshots and forks reset...

woahoy开发技术观察 接口设计与边缘计算 · 第00006期
更新时间:2026年09月24日 21时59分53秒(UTC+8) 本期围绕接口设计整理技术观察,重点关注服务部署中的运行稳定性。阅读相关资料时,可以先完成结果核对,再通过样本对照完善交付流程。 本期围绕边缘计算整理技术观察,重点关注日常运营中的配置管理。阅读相关资料时,可以先完成异常定位,再通过指标拆解提升信息...

scada-thaiBuilding a Simple Sensor-Based Product Counting System for Production Lines
How industrial sensors, preset quantity control, and relay outputs can create a practical counting...

Casey LiLive Schema Changes Do Not Belong on Free Inference
Live schema change is a custody problem, not a prompting problem. Free inference can help a team...

Daniel PertuGreen ticks for three hours: the lock whose TTL was the job's worst case
Munchable runs curation jobs that spend money on model calls and write curated data, so two of them...

Faiz MajeedAI got tired of bloated agency websites, so I built FZCORE from scratch
A few weeks ago, I started looking at digital agency websites and realized almost all of them felt...

ke jiaSecrets in YAML, JSON, and Compose Files: The Files Nobody Reviews
The code review reads the code, and the code is where the review's eye is, because the eye is the...

Andrew ScottBest 5 Service Management Solutions for On-Premises Deployment
A practitioner comparison of five on-premises service management tools, covering deployment, workflows, SLAs, integrations, trade-offs, and selection criteria.
![[Lab Notes] Kubernetes the Hard Way, For Real This Time (Step 05)](https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F86mtybl1i78ronhp8xl4.png)
Luger Lex Pit-og[Lab Notes] Kubernetes the Hard Way, For Real This Time (Step 05)
Continuing my Kubernetes the Hard Way homelab build. Steps 1-4 are already done, this is for step...

vamsi visualpathBest MLOps Training Course | MLOps Training in Hyderabad
MLOps Career Path: Skills, Jobs, Salary & Future Scope Introduction A MLOps Career Path connects...

CommerceFrameRunning agent-generated code in microVM sandboxes: boundary versus permissions
Before running agent-generated code, the question worth writing down is not "is the sandbox...

Brandon SooknananThe Vulnerability Scanner Is Not the Hard Part. The Handoff Is.
The Vulnerability Scanner Is Not the Hard Part. The Handoff Is. Most vulnerability...

Domonique LuchinBuilding a 14-County Real Estate Data Pipeline with CrawlOS and Supabase: Automating Lead Scoring at Scale
At Load Bearing Capital, we process hundreds of property records across the Houston metropolitan area...

Tanay JainMoving Beyond the Happy Path: Failure Engineering, EndpointSlices, and Kubernetes Debugging
Most Kubernetes tutorials stop when the Pods become Running or Ready. I wanted to understand what...

Eman TanveerDesigning an Environmental Monitoring Data Pipeline for Forests
Environmental monitoring becomes considerably more interesting—and more difficult—when the system...

Github Actions: Re-intentar automáticamente los jobs de CI que un reclamo de spot instance mató
Mi CI corre en un runner spot ARM64 autoalojado. Cuando AWS se lleva la instancia de vuelta a media...