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This week: the EU's €30B AI gigafactory bet, a zero-click Outlook exploit, 1,100 AI workers ask for a slowdown, and free ChatGPT for scientists.
AI agents that triage alerts, classify severity, and page the right on-call engineer automatically, cutting MTTA and alert fatigue for DevOps teams.
Cursor is an AI-native code editor built for agentic development. Setup, 7 DevOps and security workflows, pricing tips, and gotchas nobody mentions.
This week's AI roundup: OpenAI's rogue agent hack, a Teams phishing wave, record vulnerability counts, MCP goes stateless, and a chip stock selloff.
Agent-to-agent handoffs between CI/CD stages carry full context forward, so failed builds stop starting root-cause hunts from zero every single time.
This week's AI roundup: Nvidia's new agent security alliance, Microsoft's cyber AI model, an Apple-Nvidia market cap flip, and a sovereign AI mega-deal.
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.