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EvoHive: Autonomous AI Swarm & Prompt Evolution Lab

WHAT IS EVOHIVE?

EvoHive is a self-evolving AI laboratory that utilizes Genetic Algorithms to optimize and refine system prompts through autonomous agent collaboration.

 

OBJECTIVE

To solve the 'cold start' problem in prompt engineering by automating the evolution of high-quality system instructions for LLMs.

 

WHAT DID I BUILD?

  • Architected a multi-agent swarm (Researcher, Coder, Critic, Synthesizer).
  • - Implemented an evolutionary loop that breeds and mutates prompts based on performance metrics.
  • - Integrated Gradio 6.0 for a seamless, laboratory-style user experience.

AI STACK

Python - Hugging Face API - Genetic Algorithms - Gradio 6.0 - Docker

12 May 2026

Keywords
AI Engineering
Python
HuggingFace
AI Usage

AI Tool Stack