OpenAI API
I use the OpenAI API where a product needs output it can trust. In the AI form builder, a constrained prompt returns a strict JSON schema, and the server validates it before anything renders.
What I do with OpenAI API
- Structured output, validated on the server
- Prompts tuned for a predictable token cost
- Cached results so a repeat request costs nothing
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 -
AI engineering1 min read
Everyone’s adding AI features. Few users asked.
Everyone’s adding AI features. Nobody’s asking whether their users actually need them.
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 -
SaaS2 min read
What’s running in production right now
One month into posting consistently on LinkedIn, here’s what production looks like across my active client work right now. This isn’t a highlight reel.
Venus PaneliyaRead
Need OpenAI API 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.