Dear Past Me: Never Start a Free AI Stack Without a Token Audit
This story is from 2026-09-01. It is preserved in the archive; the latest stories are on the live feed.
Dear past me, You just found a free model tier and a free server. You feel unstoppable. Stop. This week, developers have been arguing about AI memory and trust. The model remembers too much, or it trusts bad context. I think the deeper issue is auditability. If you cannot trace a run, you cannot tr…
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- 2026-09-01 13:03 · DEV Community — AI
Dear Past Me: Never Start a Free AI Stack Without a Token Audit