Back to Hub
✦ Protect Your Runway

Startup
Founder Hub

Don't build on weak foundations. Use these playbooks to optimize LLM unit economics and build truly defensible tech moats before your Seed round.

📉
API Inference Costs: -80%
🏰
Tech Moat Established
🚀
Seed Round Ready

LLM Cost Optimization Playbook

How to reduce AI inference costs by 80% without losing quality using Semantic Caching, SLMs, and Asynchronous Batching.

Read Playbook →

The Defensibility Checklist

If you only rely on OpenAI's API, you have no moat. A framework on how to build defensibility via data flywheels and agentic routing.

View Checklist →