Token and cost controls
AI features get expensive quietly. I put server-side token caps, caching and per-tenant budgets in place so AI cost stays flat as usage grows, as in the AI form builder.
What I do with Token and cost controls
- Token caps per request and per tenant
- Caching generated output
- Cost tracked per feature
Projects that use it
Notes
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Founders1 min read
5 products I shipped in the last 12 months
5 products I shipped in the last 12 months. Not a portfolio. Not a resume.
Venus PaneliyaRead -
SaaS2 min read
3 architecture decisions AI tools will never make for you
There are 3 architecture decisions that AI tools will never make for you. They’ll generate code. They’ll build features. They’ll even structure your database schema in a way that looks reasonable.
Venus PaneliyaRead -
Security1 min read
Five questions an enterprise security review will ask
You built a working SaaS product with AI tools. Login works. Dashboard loads. Users can sign up and pay.
Venus PaneliyaRead
Need Token and cost controls done properly?
Send me your prototype’s link. I read every message the same day, then we talk for twenty minutes about what breaks first.