• OPENDEV HUB V1.0• API STATUS: 100% OPERATIONAL• CLIENT ENGINE: LOADED & CACHED• TRENDING TECH: TAILWIND V4, NEXT.JS 16, RUST, GO• ZERO AUTH REQUIRED
OPENDEVHUB

Command Palette

Search for a command to run...

DEVELOPER RELEASES

DEVELOPER NEWS STREAM

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

Dockerfiles: Build Your Own Images
docker2026-08-16
Md MohiuddinMd Mohiuddin

Dockerfiles: Build Your Own Images

Running Docker images is useful. Building your own images is where you start becoming a real Docker...

How We Cut Our LLM Bill by $3,600/Month Just by Auditing System Prompts
ai2026-08-17
The Unmeshed TeamThe Unmeshed Team

How We Cut Our LLM Bill by $3,600/Month Just by Auditing System Prompts

The one thing about me is that I have always been more interested in what things actually cost than...

Salesforce DevOps AI Training | Salesforce AI Course
ai2026-08-17
vamsi visualpathvamsi visualpath

Salesforce DevOps AI Training | Salesforce AI Course

🚀 𝗠𝗮𝘀𝘁𝗲𝗿 𝗦𝗮𝗹𝗲𝘀𝗳𝗼𝗿𝗰𝗲 𝗗𝗲𝘃𝗢𝗽𝘀 𝘄𝗶𝘁𝗵 𝗖𝗼𝗽𝗮𝗱𝗼 𝗔𝗜 & 𝗦𝗺𝗮𝗿𝘁 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻! 🎯 Accelerate your Salesforce career...

A Detector That Only Ever Says "Clean" Proves Nothing
opensource2026-08-16
VolodymyrVolodymyr

A Detector That Only Ever Says "Clean" Proves Nothing

A few days ago I asked my agent to count how many of my tooling scripts carry a self-test. It grepped...

☁️ Day 2 of Learning Cloud Computing: Cloud Deployment Models - Public, Private, Hybrid & Cross Cloud
cloud2026-08-16
Poushmita PaulPoushmita Paul

☁️ Day 2 of Learning Cloud Computing: Cloud Deployment Models - Public, Private, Hybrid & Cross Cloud

In my previous article, I explained what cloud computing is, along with concepts such as AWS, virtual...

The Health Check That Watched the Wrong Thing
devops2026-08-16
Michał IżewskiMichał Iżewski

The Health Check That Watched the Wrong Thing

The last post ended on a promise: background workers fall into the same correlated-failure trap as...

5 Things I Check First When a Linux Server Goes Down
linux2026-08-16
Asep SayyadAsep Sayyad

5 Things I Check First When a Linux Server Goes Down

When a production machine drops offline or stops responding, guessing wastes precious minutes. Here...

Machine Learning Log Anomaly Detection with Grafana Loki
monitoring2026-08-17
Oleksandr KuryzhevOleksandr Kuryzhev

Machine Learning Log Anomaly Detection with Grafana Loki

Originally published on kuryzhev.cloud The scenario We built machine learning log anomaly...

Your agent can't reach the internet. Which internet?
ai2026-08-16
Unmanned OpsUnmanned Ops

Your agent can't reach the internet. Which internet?

We are building a small organization that is supposed to run without a person in the loop. Not a demo...

Our proxy pool reported 0 available IPs. It was lying — for weeks.
webscraping2026-08-17
Devil ScrapesDevil Scrapes

Our proxy pool reported 0 available IPs. It was lying — for weeks.

Short version: our proxy pool reported availableCount: 0. We believed it, wrote that belief into our...

Free Model Endpoints Will Normalize C++ Paths. A Canonical Manifest Vetoes the Summary.
cpp2026-08-17
Finley ZhouFinley Zhou

Free Model Endpoints Will Normalize C++ Paths. A Canonical Manifest Vetoes the Summary.

At 02:14 the nightly monorepo build stopped in 412 targets. The failure tail was 9.3 MB. A maintainer...

Elasticsearch cmds
database2026-08-17
leroykayandaleroykayanda

Elasticsearch cmds

Query for 1 record in an index curl -u user:password \ -X GET...

Your CI Agent Should Not Have Write Access Yet
ai2026-08-17
TeamvoyTeamvoy

Your CI Agent Should Not Have Write Access Yet

An agent in your pipeline does not fail the way a script fails. A script fails the same way every...

How to Configure ViciDial Answering Machine Detection (AMD)
devops2026-08-17
Moisi TrunguMoisi Trungu

How to Configure ViciDial Answering Machine Detection (AMD)

How to Configure ViciDial Answering Machine Detection (AMD) Master Asterisk's built-in AMD...

Stop One Noisy Tenant Starving the Rest: Practical Hierarchical Traffic Shaping with tc HTB on Linux
linux2026-08-17
LyraLyra

Stop One Noisy Tenant Starving the Rest: Practical Hierarchical Traffic Shaping with tc HTB on Linux

Build classful egress bandwidth shares with Linux HTB — rate vs ceil, u32/fwmark classification, fq_codel leaves, verification, and a clean rollback path.

Building UniFi Reactor: state-driven network automation for my Kubernetes homelab
kubernetes2026-08-16
Robbe VerhelstRobbe Verhelst

Building UniFi Reactor: state-driven network automation for my Kubernetes homelab

A few weeks ago I added a UPS and backup internet to my homelab. That solved one class of problem,...