the shed // windows & wmi Audit real BitLocker drive-encryption state via WMI — not the policy setting, the actual […]
the shed // config management A ~180-line, dependency-free configuration engine that only touches the filesystem when reality doesn’t match what […]
the shed // metrics & monitoring Build a real Prometheus /metrics endpoint in pure Ruby — no prometheus-client gem, no […]
How AI agents automatically collect and organize SOC 2 and ISO 27001 audit evidence year-round, so compliance teams stop scrambling before every audit.
A Ruby core committer ran Claude Code 600 times across 13 languages to build a mini Git clone. Dynamic languages came out cheapest and fastest — and it lands right as GitHub ships usage-based agent billing.
CrewAI wires role based AI agents into a crew that finishes a real job. Setup, 7 DevOps and security workflows, cost tips, and the gotchas nobody mentions.
Two things happened in dev tooling this week worth poking at: AI agents got their own runtime process outside your editor, and Ruby's JIT quietly closed a performance gap everyone assumed was permanent. Two interactive labs.
This week: Claude Opus 5 launches, Kimi K3 open weights arrive as the largest release ever, Nvidia backs open models, and the EU AI Act deadline nears.
Automated engineer onboarding uses AI agents to handle access requests, environment setup, and documentation so new hires ship real code on day one.
n8n's AI Agent node turns webhooks and cron jobs into a real ops teammate. Setup, 7 workflows, and the gotchas nobody mentions.
AWS taught its DevOps Agent to block your own pull requests, and a 600-run benchmark showed Ruby edging out Python when an AI agent writes the code. Two interactive labs.
OpenAI's Agents SDK turns GPT models into agents that read files, run commands, and ship real output. Here's how DevOps and security pros use it.