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⚡ AI Lessons

Dev.to · Oleksandr Kuryzhev
☁️ DevOps & Cloud
⚡ AI Lesson
6h ago
Helm Rollback Strategy: Safe Values Promotion in Production
Originally published on kuryzhev.cloud One bad helm upgrade and your production values file is...
Dev.to · Maya Shavin 🌷☕️🏡
☁️ DevOps & Cloud
⚡ AI Lesson
7h ago
Why GitHub Actions Became the Heart of My Publishing Pipeline
Learn which orchestration options I considered, why GitHub Actions was the right choice, and how I split my publishing pipeline into two final workflows.

Dev.to · Nasrul Hazim
☁️ DevOps & Cloud
⚡ AI Lesson
10h ago
Dev Log: 2026-08-05 — reverse proxies, email journeys, and a tenant that wasn't there
TL;DR On a deployment platform: added a real nginx reverse-proxy tier with health gating,...

Dev.to · The Ops Log
☁️ DevOps & Cloud
⚡ AI Lesson
14h ago
Old MCP listings do die more often — but age is the wrong field to watch
A reader named Valentin asked me a good question in the comments of an earlier post. I had published...

Dev.to · Kerolos Atallah
☁️ DevOps & Cloud
⚡ AI Lesson
20h ago
I read 172 official status feeds every 10 minutes. Here is what is quietly broken in them.
For the last few weeks I've had a cron job reading the official status feed of 172 cloud and SaaS...

Dev.to · HideyukiMORI
☁️ DevOps & Cloud
⚡ AI Lesson
20h ago
My Contribution Graph Broke and My Data Was Fine: Three Queries Told Me
GitHub's profile graph showed Something went wrong. Before assuming account damage or a platform outage, three control queries narrowed it to one timing-out agg

Dev.to · Sadaf Botanist
☁️ DevOps & Cloud
⚡ AI Lesson
20h ago
Why Virtualized Nodes are Falling Behind for High-Throughput Apps
When launching a new platform or scaling a web application, developers usually lean heavily on...

Dev.to · Stanislav Kremeň
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Building with mini, Part 9/9 (finale): Onboarding a running project — import-gsd, audit, map
Eight parts, the whole command set: from init through the loop, autonomous mode, state and health....

Dev.to · Aayushman Singh
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Three-tier escalating self-healing in Jarvis
Last week I watched a production service get restarted 847 times in four hours because a downstream...

Dev.to · hiro@
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
How I Stopped 429 Retries from Duplicating Successful Batch Jobs
This article is an English translation of the original Japanese article. This is a submission for...

Dev.to · Kasi Yaswanth
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Day 26/30: MCP Transport Options
Choosing the right MCP transport for local and remote deployments

Dev.to · surajrkhonde
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Episode 6 — Watching Something You Can't See
Week 3. "The deploy is done. Everything's green. Now what am I actually supposed to be looking...

Dev.to · Christo
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
You can't pin a GitHub Actions runner image — but you can find out exactly what changed
Your workflow pins actions/checkout@v4. It pins node-version: 22. It pins every dependency in your...

Dev.to · Valentin Podkamennyi
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
AWS launches Kiro Crew for autonomous engineering teams
AWS introduced Kiro Crew on Tuesday as a new open-source orchestration platform. This tool aims to...

Dev.to · Jason Paul
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
GitHub Actions OIDC Changes
Introduction If you're familiar with using OpenID Connect (OIDC) to authenticate GitHub Actions to...

Dev.to · Kazu
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
nginx Tools for When Your Config Gets Out of Hand
nginx config files grow. What starts simple gets layers added on top: another reverse proxy, TLS...

Dev.to · Vigilmon
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How to Monitor Your Vercel Deployments with Vigilmon
Vercel makes deployment effortless, but it doesn't make your app immune to failure. Serverless...

Dev.to · Great Sage
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Self-hosting Hermes Agent on Railway: the dashboard that refuses to open unauthenticated
Full disclosure up front: I maintain a Railway template for this and get a kickback if you deploy...

Dev.to · Arbythecoder
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Docker Proves Your App Runs. Kubernetes Proves It's Operable.
It's 2:47 AM. The pod says Running. The logs are clean, no stack trace, no red text, nothing you...
Simon Willison's Blog
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Quoting David Crawshaw
Set up a nightly cron job that executes the prompt: fetch upstream changes to the and rebase all local changes on top of upstream. Check that the software works

Dev.to · surajrkhonde
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Episode 2 — Who Actually Runs My Pipeline?
Junior Engineer: Last week you left me hanging. I push code, GitHub gets it — then what? Whose...

Dev.to · Carlos José Castro Galante
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
GitHub Actions for developers who still deploy manually
Manual deployments follow a fairly predictable pattern. They work fine until someone on the team...

Dev.to · ahmet gedik
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Using etcd to Coordinate Video Region Routers Across a GDPR Fleet
How we moved video region-routing policy into etcd: keyspace design, a Go watch loop, a PHP front do

Dev.to · GrahamduesCN
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
3 MCP servers I actually use daily (and how to set them up)
Not a hype list. These are the three MCP servers I have running right now in Claude Desktop. ...
DeepCamp AI