PRACTICAL PLAYBOOKS
Actionable walkthroughs for local AI deployment, cloud inference scaling, VRAM allocation, agent workflows, and API cost control.
Rewrite of the 28 Aug roleplay URL. Same slug, new job: air-gapped serving, templates, and why cloud transcripts are a procurement risk. SillyTavern/character-card material is removed. Niche is…
Rules files and a planner/executor split beat a bigger SKU.
Pin the image, put a proxy in front, fail closed on auth.
Full MoE vs distills. Q4 of a distill is not R1.
Start an API cost review with the cost of a result your application can actually use. A percentage-saving headline is meaningless without a baseline workload, acceptance rule and…
Weights plus KV. The calculator on the homepage is the weights floor.
Verified AI Compute & Privacy
Protect local endpoints, API keys, and remote cluster connections with audited zero-logs security.
FoxyPulse