Speed Without Compromise
The AI landscape moves fast. Features that take 3 months to build might be obsolete by launch. Here's how we move fast without breaking things.
Our Framework
Week 1: Research & Prototype
We spend the first week deeply understanding the problem and building a rough prototype. No polish, just proof that the concept works.
Week 2: Build & Test
We build the production version with proper error handling, edge cases, and user feedback loops. Testing happens daily, not at the end.
Week 3: Ship & Iterate
We launch to a small user group, gather feedback, and iterate. Full rollout happens only after we've validated the approach.
Key Principles
- Start with the simplest possible implementation
- Test with real users from day one
- Build for failure — AI is probabilistic
- Monitor everything post-launch
Tools We Use
OpenAI API, LangChain for orchestration, and custom prompt management systems. The stack is simple by design.