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# Imran Siddique - Agent Governance Ecosystem

> Principal Software Engineer at Microsoft building open-source infrastructure for governing autonomous AI agents.

## About

Imran Siddique is a Principal Software Engineer at Microsoft with 15+ years of experience and 20+ patents. He created the Agent Governance Ecosystem — open-source projects that provide safety, trust, reliability, and runtime supervision for autonomous AI agents. His methodology, "Scale by Subtraction," advocates removing complexity rather than adding features to build reliable AI systems.

## Projects

### Agent OS
- Description: Kernel architecture for governing autonomous AI agents
- Install: pip install agent-os-kernel
- GitHub: https://github.com/imran-siddique/agent-os

### AgentMesh
- Description: Governance platform for AI agent ecosystems
- Install: pip install agentmesh-platform
- GitHub: https://github.com/imran-siddique/agent-mesh

### Agent Hypervisor
- Description: Runtime supervisor for multi-agent sessions
- Install: pip install agent-hypervisor
- GitHub: https://github.com/imran-siddique/agent-hypervisor

### Agent SRE
- Description: Site Reliability Engineering for AI agent systems
- Install: pip install agent-sre
- GitHub: https://github.com/imran-siddique/agent-sre

### Agent Governance (Meta-Package)
- Description: The complete AI agent governance stack in a single install
- Install: pip install ai-agent-governance[full]
- PyPI: https://pypi.org/project/ai-agent-governance/
- GitHub: https://github.com/imran-siddique/agent-governance

## Key Concepts

### Scale by Subtraction
Methodology: deterministic control planes over probabilistic prompts, knowledge graphs over context windows, silent agent coordination over chat interfaces.

## Links
- Website: https://imransiddique.com
- GitHub: https://github.com/imran-siddique
- LinkedIn: https://www.linkedin.com/in/imransiddique1986/
- Medium: https://medium.com/@isiddique
- Dev.to: https://dev.to/mosiddi