the shed // interactive briefing 660 Builds a Day: AI’s CI/CD Bottleneck, and Why Ruby’s YJIT Is Winning Benchmarks Again […]

the shed // interactive briefing 1 Million PRs, 5 Months: The Real DevOps Bottleneck Isn’t Review (Plus RubyKaigi’s 2026 Ruby […]

AI agent fleets can quietly burn thousands in API spend. Automated cost governance catches runaway agents and budget overruns before the invoice does.

This week's AI news roundup: the US accuses Moonshot AI of model theft, OpenAI raises its compute bet to 750B, and a major phishing platform falls.

GitHub Copilot CLI, agent mode, and coding agent: setup, 7 real DevOps workflows, cost tips, and the gotchas nobody mentions.

the shed — daily dispatch Agent Host Protocol Meets The Ruby Rebound Two things happened this week that don’t look […]

How multi-agent AI pipelines draft incident postmortems automatically, pulling logs, traces, and deploy history before anyone starts writing.

This week: Congress's AI Kill Switch Act, a Claude Cowork sandbox flaw, Stripe eyes OpenRouter, AMD's Anthropic deal, and Google Cloud's profit surge.

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.

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.

n8n's AI Agent node turns webhooks and cron jobs into a real ops teammate. Setup, 7 workflows, and the gotchas nobody mentions.

Automated engineer onboarding uses AI agents to handle access requests, environment setup, and documentation so new hires ship real code on day one.