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thm-design/README.md
M2X Lab — A Foundry for the Agentic Era

Website Email LinkedIn


M2x DarkForge™

DarkForge is an autonomous software factory. It orchestrates specialized agent fleets through the NOX Engine — deterministic pipelines that build, test, and ship as a unified team.


Anatomy of an Agent Harness


Computational vs Inferential


Principal Architect, M2XLAB Ai

Jan 2026 — Present

Product Discovery, Delivery & Engineering Leadership:

  • Lead technical discovery, scoping, and architecture for clients from startup to enterprise
  • Drive delivery execution as hands-on technical lead, bridging product vision with engineering reality
  • Establish engineering standards, contract-first development workflows, and component-driven architecture

Agentic Systems & AI Software Factory:

  • Architected a 10-agent software factory operating via deterministic, hook-driven state machines
  • Loop and harness engineering patterns for deterministic multi-agent execution with constraint guardrails
  • Built conversational AI surface driving the full agent fleet as a single interface for software factory operations

Currently Working On:

  • OSINT + narrative defence
  • Fine-tuned open weight models for bespoke use-cases
  • Workflow automation for financial services
  • Offline and secure AI agent deployments using Docker, Llama.cpp, Ollama, and local open weight models
  • MCP-driven UI component rendering pipeline
  • Agent skills authoring and technical content publishing

M2X LAB INC. © 2026 • DarkForge™ • NOX™

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  1. grokking-algorithms grokking-algorithms Public

    Forked from dtr200/grokking-algorithms

    Grokking Algorithms written in Javascript

    JavaScript