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⚡ AI Lessons
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
2h 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
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
22h 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
2d 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
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
4d 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
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1w 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
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1w 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
1w 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
1w 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
1w 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
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Your monitoring cannot tell broken from off. Mine could not either.
Your monitoring cannot tell broken from off. Mine could not either. I run 33 processes. Agents, bridges, workers, a payment layer. Last week I opened my own sys
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
MCP Observatory: Scan, Test, and Secure MCP Servers Before Agents Depend on Them
MCP servers are becoming production dependencies. If an agent depends on a server, that server needs the same basic safety net as any other production integrati
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Structured Logging in ColdFusion 2025: Log4j, Log Aggregation, and Centralized Monitoring
ColdFusion writes its logs through Apache Log4j2 under the hood, and in 2025 the right logging strategy is to move from plain-text log lines to structured JSON
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
agents-cli
Technical Analysis: Agents-CLI Overview Agents-CLI is a command-line interface (CLI) tool designed to manage and interact with various services, applications, a
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Claude Code for Runbook Automation: How I Turned My Dusty Wiki Pages Into Steps That Actually Run
Every team I have worked on has a folder full of runbooks that nobody trusts. The runbooks were written during or right after an incident, by someone who was ti
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How I Manage My VPS With Pi’s SSH Extension
Let me be honest about my Linux level first, because this whole article depends on it. I live in my IDE. These days, an agentic desktop. I write prompts, I revi
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How I built my own Railway at just just $2/mo with 4 CPU cores and 7.7 GB of RAM; INSANE!
I spend more time than I probably should watching VPS offers on LET. Most deals are easy to ignore. Either the specifications are too weak, the useful locations
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Web3 Sees Price Gains Amid Critical Argo CD Security Flaws Impacting Infrastructure
🔗 Live Dashboard: autonomous-portfolio-2026.live 📢 Telegram: t.me/AII2026futher Today's Headlines Major crypto assets including BTC ($60,065), ETH ($1,610), a
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
hermes-memory-installer: System Metrics, Auto-Archive, Token Rotation, Dead-Letter Replay, and Prof
The latest update to hermes-memory-installer introduces a focused set of features that directly address production-level concerns: observability, storage manage
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Codex CLI Eating Your SSD? Here's How to Check and Fix It (2026)
<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
1mo ago
I stopped trusting OpenClaw skills the day I realized some of them are basically npm packages with my credit card
The safest way to use a third-party OpenClaw skill is to treat it like automation code with money and data access, not like a harmless plugin. After reading rep
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Skeleton Implementation Trap: Why Your n8n Workflows Look Simple But Cost You Dearly in Production
It's 11 PM. Your monitoring pings. The n8n workflow that processes customer orders is red. You open the UI, and there's the workflow — fifty-three nodes arrange
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
I Replaced 4 SaaS Tools With One n8n Instance: Here
I replaced 4 SaaS subscriptions with one self-hosted n8n instance. The monthly cost went from $187 to $7. That $7 is a VPS. n8n itself is free. This wasn't a we
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your MCP Server Doesn't Need 40 Tools
MCP demos make it look like the win is exposing everything. "Here are all my endpoints. Here are all my database tables. Here are all my internal actions. The a
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Why I run my servers on autopilot
Why I run my servers on autopilot Systemd + cron + Hermes = zero-touch server operations. My servers haven't needed human attention in weeks.
DeepCamp AI