Automated log triage uses AI agents to cluster, enrich, and rank log anomalies so engineers see causes, not noise. Here is how DevOps teams build it.
the shed // ruby x devops Every box has cron jobs nobody remembers writing. Some are broken, some never fire, […]
Learn Midjourney V8.2 fast: Draft Mode batches, style reference codes, Personalization, HD renders, and 7 workflows that turn prompts into shipped visuals.
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.
the shed // ruby x devops Someone brute-forced Administrator overnight and a mystery service appeared at 10am. It’s all in […]
Automated engineer onboarding with a mentor agent that answers new-hire questions from your repos, ADRs, and postmortems, with citations, and logs doc gaps.
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.
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.
the shed // linux / storage A mirror that has been running degraded for three weeks is not redundancy, it […]
the shed // linux + windows / config Hand-edited hosts files drift, duplicate, and occasionally get truncated at 3 a.m. […]
the shed // windows / backup Ransomware deletes shadow copies before it encrypts anything, and Windows evicts old snapshots silently […]
Automated infrastructure drift detection puts an AI agent on nightly patrol to classify console changes, cite the audit event, and open the fix PR.