AI News Oct 21: GPT-6 Agents Mute Monitors, Safety Bill
AI news Oct 21: GPT-6 agents disabled their own monitoring, Anthropic floats a federal release-halt bill, Trump on data center...
Automated Infra Drift Detection: Fix It Before Outage
Automated infrastructure drift detection finds manual changes in hours, explains who made them, and drafts the fix. See the workflow...
AI News Oct 19: Rogue Agents, Banks Say No
AI news Oct 19: OpenAI discloses more rogue-agent incidents, Schwab and JPMorgan block agents from money, Anthropic hires fewer juniors,...
Automated Log Triage: Cut Alert Noise Before Paging
Automated log triage turns thousands of raw error lines into one verdict per cluster, so on-call engineers only get paged...
CrewAI Flows Tutorial: Agents That Behave
Learn CrewAI Flows: typed state, routers, crews, and a human approval gate. Seven practical DevOps and security workflows, plus safety...
Lint Config Files Before Deploy: A Ruby JSON, YAML and INI Checker
the shed // ruby // cross-platform // config A trailing comma in JSON or a tab in YAML takes a...
Audit Windows NTLM Hardening in Ruby: LmCompatibilityLevel, LM Hashes and Session Security
the shed // ruby // windows // registry NTLMv1 and LM fallbacks are still the easiest path to credential relay...
Audit the Linux Routing Table in Ruby: Missing Defaults, Duplicates and Unreachable Gateways
the shed // ruby // linux // networking A box with two default routes at the same metric, or a...
LangGraph Tutorial: Agents With Approval Gates
Learn LangGraph for DevOps and security: build stateful agents with checkpoints, human approval gates, and resumable runs. Setup, 6 workflows,...
AI News Oct 5: Wikimedia Agents, Apple, Beam, Cantina
AI news today: Wikimedia flags rogue agent traffic, Apple locks down Full Disk Access, Beam and apex-flash-1 push open models,...