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jamarius-fortson/README.md
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I don't build AI tools. I build AI systems that work without you.
Reliable agent infrastructure · Autonomous orchestration · Distributed systems · AI evaluation & security


 

 

🧠 About Me

I'm Jamarius Fortson, an Agentic AI Engineer specializing in reliable agent infrastructure, distributed systems, and AI evaluation & security — the engineering foundations that let autonomous systems actually run in production, not just in a demo.

My work sits at the intersection of LLM orchestration, systems engineering, and operational reliability — building the control planes, gateways, memory layers, and evaluation harnesses that make agentic AI trustworthy at scale.

JamariusFortson = {
    "role"       : "Agentic AI Engineer",
    "focus"      : ["Agent Infrastructure", "Distributed Systems", "AI Evaluation & Security", "LLM Orchestration"],
    "stack"      : ["LangGraph", "CrewAI", "LangChain", "FastAPI", "Python", "TypeScript", "React", "Docker"],
    "philosophy" : "Reliable systems over impressive demos.",
    "currently"  : "Building agent infrastructure and distributed systems for production AI",
    "open_to"    : ["Freelance contracts", "Full-time roles", "Open-source collaboration"]
}

⚡ What I Build

Infrastructure that makes autonomous systems reliable — not wrappers around LLMs.

Every project in this portfolio addresses a real engineering problem underneath agentic AI: routing, memory, evaluation, sandboxing, consensus, and state. The architecture is intentional: fault-tolerant orchestration, observable pipelines, and systems built to survive contact with production.

🏗️ Featured Projects

50+ AI systems built | Reliability-first | All open-source

🤖 Agent Infrastructure & Orchestration

Project What It Does Stack
agent-control-plane Central control plane for coordinating and supervising fleets of autonomous agents Python FastAPI
model-router Intelligent routing layer that selects the right model/provider per request Python
agent-gateway Production gateway for agent traffic: auth, rate-limiting, circuit breakers FastAPI Python
tool-registry Centralized registry for discovering and versioning agent tools Python
agent-memory Persistent, structured memory layer for long-running agents Python

🛡️ AI Reliability, Evaluation & Security

Project What It Does Stack
agent-evals Evaluation harness for scoring agent behavior against task benchmarks Python
run-debugger Step-by-step tracing and debugging tool for agent execution runs Python
agent-telemetry Observability and telemetry pipeline for multi-agent systems Python
agent-sandbox Isolated execution sandbox for safely running untrusted agent actions Docker Python
prompt-registry Version-controlled registry for managing and auditing prompts Python

🌐 Distributed Systems

Project What It Does Stack
raft-log Implementation of the Raft consensus algorithm for replicated logs Python
swim-membership SWIM protocol implementation for scalable cluster membership Python
crdt-store Conflict-free replicated data type store for distributed state Python
saga-engine Saga pattern engine for coordinating distributed transactions Python
effect-queue Durable effect/event queue for reliable asynchronous processing Python

🔍 AI Systems & Knowledge

Project What It Does Stack
multimodal-rag-system RAG pipeline handling text, image, and structured data retrieval Python LangChain
mcp-server-generator Scaffolding tool for generating production-ready MCP servers Python MCP
mcp-token-auditor Auditing tool for tracking and analyzing MCP token usage Python
mcp-registry Discovery registry for cataloging available MCP servers/tools Python MCP

🛠️ Tech Stack

Core AI / LLM

LangChain LangGraph CrewAI OpenAI Anthropic

Backend & APIs

Python FastAPI TypeScript Node.js

Frontend & UI

React Next.js Streamlit

Data & Vector

PostgreSQL Pinecone ChromaDB pgvector

DevOps & Infra

Docker GitHub Actions AWS

📊 GitHub Stats

🏆 By The Numbers

Metric Count
🤖 AI Systems & Agent Infrastructure 30+
🌐 Distributed Systems Implementations 5+
🧩 Agent Infrastructure Components 10+
🔗 MCP Projects 5+
🛡️ Reliability & Evaluation Projects 10+
📦 Public Repositories 90+

📂 Repository Organization

Browse by category to find what you need fast:

Category Description Example Repos
*-control-plane / *-gateway / *-router Core agent infrastructure agent-control-plane, agent-gateway, model-router
*-evals / *-telemetry / *-sandbox Reliability, evaluation & security agent-evals, agent-telemetry, agent-sandbox
raft-* / swim-* / crdt-* / saga-* Distributed systems primitives raft-log, swim-membership, crdt-store, saga-engine
mcp-* MCP tooling & infrastructure mcp-server-generator, mcp-registry, mcp-token-auditor
*-rag / -query- Knowledge retrieval & RAG pipelines multimodal-rag-system

🤝 Open To

Opportunity Details
💼 Freelance / Contract Agent infrastructure, distributed systems, LLM orchestration
🏢 Full-Time Roles Senior AI Engineer / Agentic Systems Architect
🤝 Collaboration Open-source AI infra, novel orchestration patterns
🎓 Consulting AI architecture reviews, multi-agent system design

📫 Get In Touch

Have a complex workflow that needs to be autonomous?
Building agent infrastructure and need an architect?
Want to collaborate on distributed systems for AI?


 



⚡ Response time: within 24 hours

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Built with intentionality. Reliable systems over impressive demos.

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  1. agent-control-plane agent-control-plane Public

    Crash-safe orchestration for agent runs: durable state machine, step DAG, budget enforcement and approval gates. Python, zero runtime dependencies.

    Python

  2. agent-evals agent-evals Public

    Offline agent evaluation by replaying recorded runs, with judge independence enforced structurally rather than by convention. Python, zero runtime dependencies.

    Python

  3. agent-sandbox agent-sandbox Public

    Deny-by-default execution sandbox for agent actions: capability grants, Docker isolation, resource limits. The model never participates in its own authorisation.

    Python

  4. crdt-store crdt-store Public

    Delta-state CRDTs with a causal delivery buffer. Convergence is property-tested across 2,000 seeded runs under partition, duplication and reordering. Python, zero runtime dependencies.

    Python

  5. model-router model-router Public

    LLM routing gateway where every decision is explainable and the cost ceiling is enforced before the call, not after. Circuit breaking and a concurrency-safe budget ledger. TypeScript.

    TypeScript

  6. raft-log raft-log Public

    Raft consensus with a shipped linearizability checker that verifies every simulated history, plus leader leases with fencing tokens and a derived stale-read bound. Python, zero runtime dependencies.

    Python