hn • r/hackernews
Comment on: When AI Costs More Than the Engineer
So this kind of human-out-of-the-loop workflows will be forced to use cheaper models and be time-gated in order to not waste tokens.
Engineers building human‑out‑of‑loop workflows are forced to downgrade models or impose strict time gates to keep token usage within budget, leading to sub‑optimal performance and higher overall cost. TokenTuner automatically balances model quality, token consumption, and time constraints, switching models on‑the‑fly and alerting teams in real time so they can maintain performance without overspending.