Principal Software Engineer @ Microsoft

Building the Future of
Autonomous AI Systems

Agentic AI Architect • Engineering Leader • Scale by Subtraction Pioneer

I design production-ready AI agent systems that are reliable, governed, and truly autonomous—not just sophisticated chatbots. My work focuses on Control Planes, Deterministic Graphs, and the radical idea that systems scale better by removing complexity.

Explore My Work Read My Articles
0%
Safety Violations
vs 26.67% prompt-based
13,000+
Tests Passing
across 8 packages, 5 languages
19
Framework Integrations
LangChain · CrewAI · AutoGen · OpenAI · ADK
20+
Patents
data platforms, AI, sustainability

Governance layer integrated with

Dify 65K ⭐ LlamaIndex 47K ⭐ LangGraph 24K ⭐ OpenAI Agents 19K ⭐ CrewAI smolagents OpenClaw

19 framework integrations · Python, TypeScript, .NET, Rust, Go

🧠 Philosophy

Scale by Subtraction

The next generation of AI scaling won't come from adding more tokens—it comes from removing complexity.

🏗️

Control Planes over Prompts

We don't ask microservices "nicely" to respect rate limits; we enforce it. Why treat AI agents differently? Build the Kernel for the AI OS.

🕸️

Graphs over Context

Don't detect hallucinations after generation—prevent them structurally with multi-dimensional Knowledge Graphs that define what's possible.

🔇

Silent Swarms over Chat

Language is for humans. Code is for machines. The best agents are the ones that can't talk—they communicate through structured data.

🚀 Featured Work

Production-Ready AI Infrastructure

Open source projects that make autonomous AI systems reliable, governed, and actually useful.

🏛️
13,000+ tests ⭐ Flagship

Agent Governance Toolkit

The unified governance platform for AI agents under Microsoft. 8 packages, 5 language SDKs, 19 framework integrations. OWASP Top 10 coverage, NIST AI RMF alignment, OpenSSF best practices.

Python TypeScript .NET Rust Go
📦 pip install agent-governance-toolkit
🛡️
Core Package

Agent OS

The policy engine and governance kernel. Deterministic enforcement, 14 framework adapters, 4-layer privilege architecture.

Python MCP VS Code
📦 pip install agent-os-kernel
🔗
Core Package

AgentMesh

Zero-trust identity mesh for AI agents. Ed25519 signatures, trust cards, IATP handshake, cross-org federation.

Python A2A MCP
📦 pip install agentmesh-platform
📊
Core Package

Agent SRE

Reliability engineering for AI agents. Kill switch, SLO monitoring, chaos testing, cost governance, alert deduplication.

Python OpenTelemetry Prometheus
📦 pip install agent-sre
🏗️
Reference

Agentic Architecture

Comprehensive guide to building production AI systems. Documents the Inference Trap, Guardrail Router, and 90/10 Compute-to-Lookup ratio.

Architecture Best Practices Patterns
📚 Reference Guide
🔬
Research

Scale by Subtraction

My methodology for building reliable AI systems. Focus on removing complexity rather than adding features. Via Negativa applied to software architecture.

Methodology AI Safety Architecture
📝
Writing

Technical Articles

Deep dives into agentic systems, architectural patterns, and the philosophy of building AI that works. Published on Medium and Dev.to.

Medium Dev.to LinkedIn
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✍️ Writings

The "Scale by Subtraction" Collection

Challenging conventional AI wisdom with practical, battle-tested approaches.

01

The Accumulation Paradox

"Sustainable agent architecture does not require agents that remember more; it requires agents that know how to forget."

Context Rot Agent Architecture Memory Hygiene
02

The Mute Agent

"Stop trying to prompt-engineer safety. Shift the burden of constraints from the probabilistic LLM to the deterministic Knowledge Graph."

Semantic Firewalls Zero Hallucination
03

The Agentic Architect Series

"We don't ask microservices 'nicely' to respect rate limits; we enforce it. Why are we treating AI agents differently?"

Control Planes Governance
Read All Articles →

Ready to Govern Your AI Agents?

Get started in 30 seconds. Zero policy violations, tamper-evident audit trails, and trust-gated agent handoffs.

⭐ Star on GitHub Quick Start Guide
🔗 Connect

Let's Build the Future Together

Find me on these platforms for articles, code, and collaboration.

GitHub

Open source projects

LinkedIn

Thought leadership

Medium

Deep dive articles

Dev.to

Technical tutorials

X (Twitter)

Quick updates