AI tips

Self-hosted and safe-by-default AI assistants: local LLMs, agents, oversight and least-privilege integrations.

HomelabAI

Using AI to build digital products (websites, ebooks, kids' stories, video) with real quality control

A practical AI workflow for producing websites, ebooks, illustrated children's stories and short videos, with a human quality-control checklist for accuracy, rights and safety.

2026-10-28
HomelabAI

Making multiple AI assistants work together, safely: delegation, tracking and human oversight

How to have one AI delegate tasks to another, for example by email, track the replies, and escalate to you, using task IDs, least-privilege access and an audit trail.

2026-10-27
HomelabAI

An AI project dashboard for your homelab: GitHub issues, blockers and approval gates

Use an AI assistant to summarize your GitHub repos into a daily dashboard of open PRs, blockers and next actions, read-only by default with a human approval gate for any change.

2026-10-26
HomelabAI

Build an AI task tracker with safe integrations (GitHub, email, calendar)

How to let an AI keep your to-do list current from GitHub, email and calendar signals, with read-only scopes, verified completion, audit logs, easy revocation and human approval.

2026-10-25
HomelabAI

Private AI assistant at home: local LLM vs. VPS vs. cloud API

Compare running an AI assistant on your own PC, a rented VPS, or a cloud API on cost, privacy, hardware and setup effort, plus a simple decision guide.

2026-10-24
HomelabAI

Can AI keep your home network secure? Patch awareness for UniFi and Windows

What an AI assistant can and can't do for home network security: track UniFi and Windows 11/Server updates, flag known issues, and review your config, with you making the calls.

2026-10-23

📬 The Weekend Patch Report

One email a week: what's safe to update, what will bite, and one practical tip for your homelab or printer.

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