Member Educator
MemberCursor in 2026 is an agent platform. Rules, hooks, headless CLI audits, worktrees, and Bugbot: 7 workflows DevOps and security engineers can trust.
AI news roundup for Sep 9: NSA, CISA and FBI name six Chinese labs as AI model distillers, Meta ships Muse, OpenAI claims a Navier-Stokes proof.
Automated infrastructure drift detection puts an AI agent on nightly patrol to classify console changes, cite the audit event, and open the fix PR.
the shed // windows / backup Ransomware deletes shadow copies before it encrypts anything, and Windows evicts old snapshots silently […]
the shed // linux + windows / config Hand-edited hosts files drift, duplicate, and occasionally get truncated at 3 a.m. […]
the shed // linux / storage A mirror that has been running degraded for three weeks is not redundancy, it […]
Wire Claude into tickets, repos, logs and runbooks with MCP connectors. Setup for Claude Code and claude.ai, 7 DevOps and security workflows, and the gotchas.
AI news roundup for Sep 6: LiteLLM MCP auth bypass lands in CISA KEV, the Stop Rogue AI Act, a Chrome zero-day, OpenAI's agent cost data, and K2 Horizon.
Automated engineer onboarding with a mentor agent that answers new-hire questions from your repos, ADRs, and postmortems, with citations, and logs doc gaps.
the shed // ruby x devops Someone brute-forced Administrator overnight and a mystery service appeared at 10am. It’s all in […]
AI news roundup for Aug 24: Nvidia weighs a Perplexity stake, Hugging Face explores a sale, A2A joins the AAIF, and agent security consolidates fast.
Learn Midjourney V8.2 fast: Draft Mode batches, style reference codes, Personalization, HD renders, and 7 workflows that turn prompts into shipped visuals.