# Stefan Wiest - AI/ML Research & Engineering

> Researching how AI agents coordinate at scale—and what that means for human identity.

## Identity
- Name: Stefan Wiest
- Role: AI Research & Engineering
- Focus: Multi-Agent System Coordination

## Research
- Harmonic Coordination Theory (HCT): Musical metaphors for agent orchestration
- HCT Signals: Coordination protocol extensions for MCP and A2A
- Genesis Framework: Reference implementation of HCT

## Open Source Tools
- AntiSlop: Code quality linter detecting AI-generated "slop"
- EnvCheck: Environment configuration validator
- NerfStatus: LLM capability regression detector
- SpeakOps: Voice command framework

## Writing
- SeekingSota: Newsletter on AI × Human identity crisis
- Essays on agent coordination, prompt engineering, AI harness

## Links
- Website: https://www.stefanwiest.de
- GitHub: https://github.com/skew202
- LinkedIn: https://www.linkedin.com/in/stefanwiest
- Newsletter: https://seekingsota.substack.com

## Key Topics
Multi-agent systems, agent coordination, Harmonic Coordination Theory, HCT, 
MCP protocol, A2A protocol, AI research, prompt engineering, code quality, 
LLM evaluation, developer tools, technical leadership