Docker MCP Toolkit: Trust the Sandbox?
Docker MCP Toolkit sandboxes AI agent tools in containers. Here's exactly what that isolation stops, where it silently breaks, and how to configure it safely.
Tag: ai
All the articles with the tag "ai".
Jev vs Von vs SemIf: Real Numbers
Jev, Von, and SemIf scored head to head on real commit history: a frozen 4B general model beat a purpose-built 395M decision model on every task tested.
NetAlertX MCP: One Token, Twelve Tools
NetAlertX v26.9.0 ships a built-in MCP server with 12 tools. Learn how to wire it into Claude Code, what it exposes, and when to use Home Assistant instead.
Skeleton Key MCP vs One Token Per Box
Skeleton Key MCP swaps four narrow homelab tokens for one Vaultwarden vault and one OAuth consent flow. Here is what that buys you, and what it risks.
Jev Retagged 840 Posts For 26 Cents
I ran TypeSafe's Jev model against 840 blog posts to fix tag drift. Real cost numbers, benchmarked accuracy, and the failure mode that almost cost pageviews.
Proxmox MCP: Read-Only Beats Root
Two Proxmox MCP servers can query your cluster over chat, but the real safety boundary is a scoped PVEAuditor API token, not a config permission flag.
Home Assistant MCP: Server and Client
Home Assistant ships two MCP integrations, not one. One turns your house into a server for Claude and ChatGPT. The other is narrower than its name suggests.
Komodo MCP vs the Docker Socket
Komodo's community MCP server beats mounting the Docker socket or handing an AI agent SSH: scoped auth, per-tool RBAC, and confirmation before deletes.
Nano Banana Is Eating Its Own Images
Nano Banana's blurry images come from two causes: permanent generational loss from iterative editing, and a June 2026 outage Google fixed within 15 hours.
Your Coding Agent Can't Draw
Coding agents write flawless code and leave hero.png blank. Compare self-hosted GPU image generation against subpixel, a ChatGPT-subscription CLI tool.
Aider vs Continue: Two Modes of Terminal AI Coding
Aider offers interactive CLI-based pair programming with git awareness. Continue provides IDE-integrated AI assistance. Learn when to use each.
Docker Ate 215GB in a Week
An AI coding agent rebuilding the same tag all day fills a disk fast. The mechanism, the truth about volume pruning, and a systemd timer that fixes it.