Category: Tutorials
Updating models without breaking your setup
A short model name can point at a new file overnight while your prompts stay the same. Pin a known-good copy, test one canned prompt, then delete the…
Open-weight vs open-source software vs free to use
Open-weight, open-source software, and free to use are three different claims. A free chat box is a fourth. Write three ticket sentences, attach the license PDF, and let…
Team habits and oversharing risks
Workspace AI needs shared team habits: data classes, approved surfaces, human edit on external content, a prompt library, and an oversharing ladder. Publish a one-page use note people…
Hardware reality: RAM, GPU, heat, battery
Apple Silicon shares one memory pool; a PC splits RAM and VRAM. A 7B Q4 on 16 GB is the honest starter. A GPU speeds small models but…
When ChatGPT, Claude, Gemini, or Grok is simply easier
Open weights are a download you can run, not a writing personality. Everyday drafts, tools, and memory still belong on a Plus or Pro chat around $20 as…
