AI token costs are easiest to fix when you can see them live

Dev.to AI
AI Research

Most teams don’t lose money on model choice first - they lose it on invisible token usage. Three quick fixes: Track token use per workflow in real time Flag sudden prompt/context spikes Cut bloated system prompts before changing models If you can see spend as you build, optimization gets way easier.