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EDUCATION LIBRARY + COST-AUDIT OFFER
The public home of token conservation and optimization, with its Skool community as the community arm.
The goal
Teach everyday people and small businesses how AI token costs actually work — no panic, no jargon — through an education library and an AI cost-audit offer.
What it does — the task
- Education library on token conservation and optimization
- AI cost-audit offer
- Skool community “Token Economics — No Freak Out” as the community arm
- Founder credential: Certified LinkedIn AI Trainer
Estimated savings
How it saves: routing to the cheapest capable model, prompt compression, budget ceilings, and auditable receipts. Estimated savings — varies by workload, model mix, and volume.
Separate project — HF Incident Timeline
The HF Incident Timeline is a separate project, hosted today at tokenarchitectai.tech. It is not part of this Vercel showcase, and nothing here changes that hosting.
Status: Live — education library and cost-audit offer; this showcase is its Vercel home pending the .tech domain.