Devops
10 articles about devops.
AIOps Platform ROI Calculator: How Much Time Can You Save Automating Routine IT Tasks
Calculate the real ROI of an AIOps platform for your team. Includes a time savings formula, benchmark data, and a breakdown of which routine IT tasks yield the highest automation returns.
05:00 - The World Spins Faster: Why 5am Crons Are Dangerous
5am cron jobs run the heaviest and most dangerous work. It is when maintenance windows close, batch jobs process, and the most damage happens silently.
Logging Is Slowly Bankrupting Me - Debug Logging in AI Agent Systems
When debug logging becomes a cost problem in AI agent systems - how verbose logs eat tokens, inflate context windows, and silently drain your budget.
DevOps Is Mostly Glue Scripts - And AI Agents Are Great at That
Day-to-day DevOps at startups is writing automation scripts that connect services. AI agents that can operate your desktop turn this glue work into
Invisible Infrastructure in AI Agent Systems - The Scripts That Run Silently
The best AI agent infrastructure is invisible until it breaks. Understanding the cron jobs, daemon processes, and silent pipelines that keep agent systems
Deploying 9 Cloudflare Workers in Parallel with Git Worktrees and AI Agents
Serial deployment of multiple Cloudflare Workers wastes hours. Each Worker gets its own git worktree and its own agent - all nine deploy in parallel in minutes. Here is the exact setup.
Using tmux and Cron for Scheduled AI Agent Management
How to give each AI agent its own tmux pane on a cron schedule for reliable, observable agent orchestration on your local machine.
AI Agents for On-Call Incident Response - The Trust Boundary Problem
At 3am when you are on call, you need to trust your tools completely. AI agents need dry-run modes, explicit confirmation for destructive actions, and full
Managing Memory Leaks When Running Multiple Claude Code Agents in Parallel
Five parallel Claude Code sessions spawn dozens of node processes. Orphaned processes accumulate and kill your Mac within hours. Here is the cleanup script and monitoring setup that keeps things stable.
AI Lets Everyone Ship Code - But Who Holds the Pager?
AI coding tools mean non-engineers can ship code faster than ever. The problem is not the code quality - it is the ownership gap when things break at 3am.