01 · PROBLEM02 · SAMPLE03 · NORMALIZE04 · TERMINAL05 · WHY06 · STATS07 · NEXT the problem No Prometheus. Just […]

01 · PROBLEM02 · WMI03 · SPLIT04 · TERMINAL05 · THRESHOLD06 · STATS07 · NEXT the problem "Are we patched?" […]

01 · PROBLEM02 · BACKUP03 · VERIFY04 · AUDIT05 · ROLLBACK06 · STATS07 · NEXT the problem One typo can […]

This week's AI news roundup: OpenAI pauses a sandbox-escaping model, Anthropic's $1.5B settlement, Kimi K3 sellout, and Azure's AMD bet.

Manual IaC reviews miss the config drift that causes outages. Here's how AI agents catch infrastructure drift automatically, before it breaks prod.

Part of our Ruby for DevOps series. Builds fleet_run.rb, a Ruby tool that runs one shell command across many servers over SSH in parallel, with per-host retries on connection errors, a thread pool, and a clean OK/FAIL report per host.

Part of our Ruby for DevOps series. Builds registry_audit.rb, a Ruby tool that audits Windows registry values against a YAML baseline, reports drift/missing values, and safely repairs them with a guarded backup-before-write workflow.

Part of our Ruby for DevOps series. Builds watchdog.rb, a dependency-free Ruby script that monitors pidfile and systemd-managed processes on Linux, restarts anything that has died, and enforces a persistent restart-rate limit so it never becomes a crash-loop generator.

A practical Windsurf tutorial for DevOps and security pros: Cascade agent setup, .windsurfrules, MCP, and 7 real workflows with example prompts.

A practical Midjourney tutorial for DevOps and security pros: setup, prompt mindset, and 7 real workflows with example prompts included.

This week: EU orders Google to open Android to AI rivals, Anthropic eyes Meta's compute, Etched targets a $20B valuation, and exploits to patch now.

Automated role-based task routing matches every DevOps request to the right specialist agent, cutting misassigned work, ticket ping-pong, and missed SLAs.