prompt-synthesis

Inspiration

Prompt Synthesis is a self-improving AI agent system that evolves its own instructions using a hybrid evolutionary strategy.

What it does

Unlike static prompts that remain fixed after deployment, our system treats prompts as living organisms with heritable traits.

It dynamically alternates between Darwinian Competition (survival of the fittest) and Kropotkinian Cooperation (mutual aid and knowledge sharing) to optimize performance without human intervention.

How we built it

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for prompt-synthesis

Built With

• braintrust
• gemini
• python