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Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 4d ago
Add Human Approval to a Cron Job
Add human approval to a cron job so the schedule fires but the side effect waits for your go-ahead — with a working Python example and expiry window guidance. W
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 5d ago
4.4% of MCP servers changed their tool contract in 36 hours
Two days ago I catalogued the tool surface of the public MCP registry: a random sample of 500 live servers, 477 inventories captured, every tool's inputSchema h
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 5d ago
A Practical MCP Server Health Check: 6 Signals Before You Install
An MCP server can give an AI assistant access to a filesystem, browser, database, API, or internal service. That makes installation less like adding a bookmark
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
I checked every MCP server in the official registry. About 1 in 10 is broken.
There is a number going around that roughly half of all remote MCP servers are dead. I had repeated it myself, in the README of a tool I published. I could not
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
BrassCoders vs CodeRabbit: Different Jobs
The comparison that keeps coming up is "BrassCoders or CodeRabbit?" The framing is understandable but misses the real question: these tools don't occupy the sam
The Python Library That Replaced Half My Automation Scripts With One Elegant Workflow
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
The Python Library That Replaced Half My Automation Scripts With One Elegant Workflow
I originally installed Prefect because a client wanted scheduled data processing. Continue reading on Medium »
Day 4: Docker Containers Explained: Lifecycle, Commands, and Core Concepts
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
Day 4: Docker Containers Explained: Lifecycle, Commands, and Core Concepts
Learn what Docker containers are, how they work, understand the complete container lifecycle, and master the Docker commands every… Continue reading on Medium »
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
MCP Final Spec Shipped. Now It Needs SRE Governance
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
Fixing Alert on Host Resource Pressure in Hermes-Memory-Installer
The latest update to hermes-memory-installer addresses a critical gap in operational monitoring: the alert mechanism for host resource pressure was failing to t
Why NGINX Is Powerful And What’s Under The Hood ?
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
Why NGINX Is Powerful And What’s Under The Hood ?
Nginx is a gate that sits between the internet and the servers. When a client requests a resource, the request first goes to this gate… Continue reading on Medi
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
Build a CLI Provider Health Probe With a Local Task Journal
A tiny coding CLI has an awkward failure mode: the prompt leaves the terminal, the spinner stops, and nobody knows whether the task ran. Retrying feels producti
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
Decision latency is outage fuel
Every incident has two clocks. Continue reading on Medium »
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
hermes-memory-installer: Avoiding Stale Commit Hashes in Consistency Notes
A recent commit in the hermes-memory-installer project updated a consistency note in the documentation to remove a direct commit hash reference. The message: do
Your docker-compose.yml Will Break in Production: 5 Settings Everyone Forgets
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Your docker-compose.yml Will Break in Production: 5 Settings Everyone Forgets
Restart policies, memory limits, log rotation, healthchecks, named volumes — five compose keys that separate a demo from a deploy. Continue reading on Medium »
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
🚀 MyZubster is Live! From Zero to Production on a VPS
🚀 MyZubster is Live! From Zero to Production on a VPS After hours of development and debugging, MyZubster is now live and accessible on a production VPS! 📌 Wh
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
MCP Ecosystem Week 30: When Your Developers' AI Tools Connect to Everything—What's in Your Allowlist?
Originally published at curatedmcp.com/blog/week-2026-30 MCP Ecosystem Week 30: When Your Developers' AI Tools Connect to Everything—What's in Your Allowlist? T
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
I Self-Hosted SigNoz the Week Its docker-compose Died — Here's the Map...
I sat down on a Saturday to self-host SigNoz and hit this in the repo's deploy/ folder: Note: The install.sh script and the docker-compose manifests have been d
Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
95 Seconds to Root Cause: Claude Code Meets the SigNoz MCP
Connecting the SigNoz MCP server to Claude Code, a real latency hunt, and the traps that make the AI confidently wrong. A service in my stack got slow: p99 late
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Before You Trust an MCP Server, Read Back the Host’s Capabilities
An MCP server can start successfully and still be the wrong thing to put in a production host. The decisive evidence is not the JSON you… Continue reading on Me
Production-Ready Docker Compose Collection with kikplate
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Production-Ready Docker Compose Collection with kikplate
Infrastructure setup is one of the most repeated tasks in software development. Every new project needs a database, a cache, a message… Continue reading on ITNE