60 stories tagged with #devops, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Show HN: Kedge – Full-stack cloud with forkable VM snapshots and global SQLite
Show HN: Banksia – Build and run adaptable, accountable AI teams
Build adaptable, accountable AI teams in minutes—and run them on complex work. - ringlochid/banksia…
Show HN: Preloop: Open-source control plane for AI agents. See, govern, cut cost
The open-source AI agent control plane: MCP firewall, model gateway with budgets, human approvals, runtime observability, and audit trails - preloop/preloop…
Learning DevOps as a Computer Engineering Grad...
Late that night which was two weeks to my final year project defense, I stared at the ceiling thinking about life after school. As a Nigerian, the reality of the economy hits diffe…
Show HN: I built Gnoseed – free flahscards to learn K8s, DevOps, AI and more
Learn Kubernetes, AI, Linux, Terraform and more with 3,900+ free online flashcards and quizzes. SM-2 & FSRS spaced repetition, no sign-up, works offline.…
Venv-manager, a Python venv runtime for Humans and AI agents
A powerful CLI tool for managing Python virtual environments with ease. - jacopobonomi/venv_manager…
Surgical DevOps – Prevent LLM context drift and regressions
core-methodologies. Contribute to bonushora/surgical-dev-ops development by creating an account on GitHub.…
Northstar – AI PR review for Azure DevOps teams (flat price, not per-seat)
Privacy-first AI DevOps workspace for pull request summaries, risk analysis, and release notes.…
Show HN: AI-powered code review tool
AI-powered code review tool that analyzes git branch differences and generates comprehensive review reports. Supports AWS Bedrock and Anthropic API. Features automated analysis of …
Top 8 API CLI Tools Every Developer Should Know in 2026
If you've spent any time building or working with APIs, you've probably realized that the terminal is...…
Why Your Team Feels Slow (Even If Everyone Is Good)
The engineering manager sat across from me with a look I've seen too many times. "I don't understand...…
5 months. 100% Claude Code. Zero architectural drift.
In one web service project I have been building and maintaining for 5 months, every line of code has...…
Automate AWS Cost Reports with Python, boto3, and SES
Originally published on kuryzhev.cloud Your AWS bill already increased by the time you open Cost...…
Synthetic Monitoring in 2026: The DevOps Safety Net That Catches Incidents Before Users Do
Modern DevOps teams are under pressure to detect failures earlier, reduce noisy alerts, and prove...…
Building Cross-Platform Distributed Scheduling Platform — My Workflow & Tech Stack
Hi folks! I’m the architect behind WLOADCTL, a commercial workload scheduling system for enterprise...…
LiteLLM vs OpenRouter: I Used Both. Here's Where Each One Actually Broke.
LiteLLM vs OpenRouter isn't a close call, they're solving different problems. I ran both in production before understanding that. Here's the honest breakdown of what each does well…
Kubernetes Security Best Practices 2026: Complete Hardening Guide
Kubernetes Security Best Practices 2026: The Complete Hardening Guide ...…
Show HN: BootProof – Cryptographically prove any GitHub repo boots locally
The end of "Works on my machine." BootProof is a zero-trust supervisor that boots any repo and signs cryptographic proof of what actually happened. Built for the develope…
Ai with devops advice
How many Node.js apps can you run on a 2-core 1GB VPS with PM2? (The math)
Every indie hacker running on a $5 VPS has asked this question. The answer depends entirely on what...…
Dotnet-slopwatch – detect when AI coding agents "fix" problems by cheating
Catch naughty LLM reward-hacking and bad behavior for .NET coding - Aaronontheweb/dotnet-slopwatch…
The Microservice-to-Engineer Ratio (MTR): Why Too Many Microservices Slow Down Engineering Teams
Discover the Microservice-to-Engineer Ratio (MTR), a powerful architectural metric that reveals when...…
Drumbeats vs Hyperping: An Honest 2026 Comparison
Hyperping bundles uptime, on-call, and status pages at a flat rate from $24/mo; Drumbeats bills by activity, gives 50 free monitors, and adds event-driven job monitoring. Real pric…
Cross-Region Replication Is Not Resilience
Every disaster recovery review eventually reaches the same sentence: "We have cross-region...…
Building a 500–600€ homelab cluster for Docker/Kubernetes/DevOps (+ AI later) - what would you buy?
Building a 500–600€ homelab cluster for Docker/Kubernetes/DevOps (+ AI later) - what would you buy?
Great Stack to Doesn't Work Bonus: 10 Docker Production Traps
Great Stack to Doesn't Work — Bonus 10 Docker Production Traps Your Dockerfile...…
AI Won't Replace Your DevOps Pipeline — But It Will Expose How Fragile It Is
AI Won't Replace Your DevOps Pipeline — But It Will Expose How Fragile It Is Here's a take...…
AI Won't Replace Your DevOps Pipeline – But It Will Expose How Fragile It Is
AI Won't Replace Your DevOps Pipeline — But It Will Expose How Fragile It Is Here's a take I'll defend: the most valuable thing AI tooling has done for……
Cutting Deployment Time by 80% with GitHub Actions and Docker
This article is also available in Indonesian (Bahasa Indonesia) Photo by Bruno Kelzer on...…
TypeScript devs no longer need to tangle with C# to use Aspire dev stack after Microsoft update
Aspire is a powerful tool for developers but not well understood – and pure TypeScript AppHost may broaden its appeal…
I Built a Self-Contained Bookmarks Page from Environment Variables — No Database Needed
Learn how to build a self-contained bookmarks page using environment variables, eliminating the need for databases and avoiding broken links when moving servers. Discover solutions…
Temporal vs n8n vs Zapier API Automation Costs
A practical guide covering temporal vs n8n vs zapier api automation costs.…
Observability in AI: Why Monitoring Systems Is No Longer Enough
Observability has always been one of the most important parts of building reliable software. In...…
Terraform Tutorial for Beginners: Infrastructure as Code
📌 This article was originally published on Sherdil E-Learning. I'm republishing it here so the...…
Agentic AI Incident Response: How to Roll Back Rogue Agents in Production
Agentic AI Incident Response: Architecting the 'Undo' Button for Autonomous Agents You...…
Stop Typing Long Docker Compose Commands — compose-lazy Does It Interactively
If you work with Docker Compose daily, you've typed some version of this hundreds of times: docker...…
Scarab Diagnostic Suite Field Test #005: A Terraform Core Cache Boundary
This is the fifth field test in my Scarab Diagnostic Suite series, and it is the most significant one...…
Fitting WhisperX large-v3 + a 24B LLM on one 3090: a reproducible context-capping recipe
This is the technical, reproducible version of a fix I shipped on my own homelab. If you want the...…
Provisioning a Private Talos Kubernetes Cluster on Hetzner Cloud
This is a follow up to Private Networking on Hetzner Cloud with Tailscale…
[Imposter syndrome] Back to the beginning (DevSecOps path)
I’ve been writing my project - Python port scanner for 9 months now. You might be wondering, “Why is...…
Great Stack to Doesn't Work #2 — Kafka: "Where Did My Messages Go?"
A survival guide for when everything goes wrong in production. There's a moment every engineer...…
Great Stack to Doesn't Work #3 — Redis: "99% Cache Hit Ratio, System Down"
A survival guide for when everything goes wrong in production. Your Redis dashboard looks...…
When Your VPS Blocks Outbound SMTP: What Actually Helps
You spin up a VPS, install Gitea, and realize it needs to send email. You point it at port 25....…
How I Deployed My First Project on AWS (And Didn't Break Everything)
The First Time "Localhost" Isn't Enough There's a moment every developer hits. Your...…
I made a roadmap for 3 months, to land a job as Junior DevOps Engineer
I Gave My Dead Raspberry Pi to an AI Agent. It Fixed Everything Over SSH.
Headless Pi 4 would not boot after a failed OS upgrade. An AI agent performed forensic analysis over Tailscale SSH, found 4 layered bugs, and fixed them all.…
How to Deploy a Docker App to Any VPS in Under 10 Minutes
Deploy your containerized app to a fresh VPS from zero to live in less than ten minutes…
Oneconfig: A CLI That Detects Your Stack and Provisions Your Dev Environment
Every repo has the same onboarding ritual: figure out the stack, install the right tools, start the...…
We wrote an open-source interactive playbook for Agentic DevOps (How to move multi-agent systems from local notebooks to production).
We wrote an open-source interactive playbook for Agentic DevOps (How to move multi-agent systems from local notebooks to production).
We wrote an open-source interactive playbook for Agentic DevOps (How to move multi-agent systems from local notebooks to production).
Claude Code en GitHub Actions: CI/CD, permisos y seguridad para agentes de código
Claude Code puede vivir dentro de GitHub Actions, pero un agente en CI no debe tener los mismos permisos que un desarrollador interactivo.…
What is Kubernetes? The Technology Behind Modern Cloud Applications
Understanding the technology that manages millions of containers every day. Imagine you...…
Agentic Ops: How I Shipped My Vibe-Coded Game to Production
Over the weekend, I vibe coded a cooking game. You combine random ingredients, and the game generates...…
Kubernetes Pod Autoscaling: A Key to Efficient Resource Utilization
Learn how to implement Kubernetes pod autoscaling to ensure efficient resource utilization and high availability in your applications.…
I Built a Full-Stack Uptime Monitoring SaaS in 30 Days — Here's Everything I Learned
Six months ago I was manually refreshing my client's website after every deployment, praying it...…
Ghostty Is Leaving GitHub, and It Won't Be the Last
When Mitchell Hashimoto, the creator of Vagrant, Terraform, and Ghostty, writes a breakup letter,...…
Apache Tomcat End of Life: Tomcat 9 is EOL — Migration Guide to Tomcat 10/11
Tomcat 9 reached end of life December 31, 2025. Here's what that means, why teams stay stuck on it, and how to migrate through the javax.* → jakarta.* namespace change.…
Automate Kubernetes Image Vulnerability Scanning
Security in a cloud-native environment is only as strong as its weakest link. A recent security audit...…