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MenokoOG/README.md

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Lawrence Jefferson II — M3n0ko0g

Staff Software Engineer · Platform & Backend Architecture · Security-Minded Systems

LinkedIn · Portfolio · Technical Writing


👋 About

I am a Staff-level software engineer specializing in backend platforms, modular APIs, and security-aware system design.

My work centers on building systems that:

  • Scale across teams and products
  • Remain understandable under pressure
  • Prioritize clarity, documentation, and long-term ownership
  • Enable engineers to move fast without breaking trust

I’ve worked across startups, production systems, and security-focused environments, often in roles where I was responsible not just for code—but for how teams succeed on top of that code.


🔭 Current Focus

  • Obsidian Control Plane
    A multi-tenant engineering workflow backend designed to support multiple companies under a shared platform.
    Focus areas: org/company tenancy, membership-driven RBAC, audit logging, and documentation-first APIs.

  • Pathscribe
    API detection and generation tooling to reduce friction between backend implementation and documentation.
    Built to support modular architectures and improve delivery velocity.

  • NeuroTerp Index
    Structured data modeling and indexing project focused on clean schemas, ETL-friendly pipelines, and reference-grade data.

  • Wicked Crimson
    Cybersecurity training and tooling initiative focused on practical defense, monitoring, and education.


🧭 How I Think About Systems

When designing software, I optimize for clarity, longevity, and team scalability over novelty.

1. Architecture Enables People

Good architecture reduces cognitive load.

  • Clear module boundaries
  • Predictable data contracts
  • Documentation that lives with the code

If a system requires tribal knowledge to change, it will fail as teams grow.


2. Platforms > Projects

I prefer building platform foundations that support multiple products and teams.

  • Shared authentication and authorization
  • Reusable domain models
  • Consistent observability and audit trails

This mindset informs my work on Obsidian Control Plane and my backend leadership at GunKustom.


3. Defaults Matter

Systems should be safe and usable by default.

  • Secure-by-default APIs
  • Explicit permissions (RBAC)
  • Sensible error handling and logging

If a mistake is easy to make, it will be made—eventually.


4. Documentation Is a First-Class Feature

Documentation is not an afterthought.

  • API contracts are written alongside implementation
  • Architectural decisions are captured near the code
  • New engineers should ramp without direct hand-holding

This philosophy directly informs Pathscribe.


5. Humans Are Part of the System

Software exists in human environments.

  • Engineers get tired
  • Context switches happen
  • Stress exposes weak abstractions

I design systems to remain understandable under real-world conditions.


🏗️ Selected Professional Work

GunKustom

Lead Backend Engineer → CTO

  • Architected and delivered a modular backend platform with a strong engineering team
  • Focused on maintainability, secure boundaries, and long-term ownership
  • Prioritized mentorship, documentation, and continuity as the system scaled

Tech: NestJS, TypeScript, MongoDB, Mongoose, OAuth, JWT, Swagger, Jest, Render


PowAlert

Backend Engineering Lead (Delivery to Production)

  • Led backend engineering delivery under real timelines
  • Implemented the majority of backend services
  • Collaborated closely with product and business stakeholders to ship reliably

Tech: Node.js, Express, MongoDB, Redis, Twilio, Jest


Vast AI Host Dashboard

  • Delivered features and refactors across authentication, reporting, notifications, and metrics
  • Focused on observability, UX clarity, and operational reliability

🧠 Open Source & Education

  • M3n0koOg Learning Lounge — open-source classroom for software engineering & cybersecurity
  • 1Kloc — practical apps built in ≤1,000 lines of code, focused on real-world features
  • NetReaper — contributor to unified network/security tooling

🧰 Technical Toolkit

Languages & Platforms

  • JavaScript / TypeScript
  • Python
  • Node.js
  • SQL & NoSQL (MongoDB Atlas, relational experience via Supabase)

Backend & Platform

  • NestJS, Express
  • Mongoose
  • Firebase Authentication
  • REST / OpenAPI
  • Modular service design

DevOps & Security

  • Docker
  • Suricata
  • Splunk / Google Chronicle
  • Kali Linux
  • Automation & observability tooling

✍️ Writing & Thought Process

I write about:

  • Software engineering growth
  • Backend architecture
  • Learning through building
  • The human side of technology

👉 Medium: https://medium.com/@jefftkddan


📊 Language Usage


🤝 Collaboration

I’m open to:

  • Platform & backend roles
  • Architecture-heavy projects
  • Teams that value clarity, documentation, and long-term ownership

If something here resonates, reach out via LinkedIn or email.


Staff-level engineer focused on building platforms that scale teams, not just codebases.

Pinned Loading

  1. netreaper netreaper Public

    Forked from tr88th/netreaper

    🔥 Network security & WiFi assault toolkit. 70+ tools in one menacing CLI.

    Shell

  2. Past-Web-Projects-for-Clients Past-Web-Projects-for-Clients Public

    This is a portfolio past websites I built for clients in 2010-2013 when I was doing front end development.

    HTML

  3. local-rag-dev-chat local-rag-dev-chat Public

    Local RAG Dev Chat (Ollama + Express + React

    TypeScript

  4. Crimson-Obsidian-Industries-888/hades-site Crimson-Obsidian-Industries-888/hades-site Public

    A corrective safety and rehabilitation framework for autonomous AI agents. HADES

    HTML

  5. M3n0koOg-Learning-Lounge M3n0koOg-Learning-Lounge Public

    M3n0koOg Learning Lounge is an open-source, full-stack classroom platform for accessible technical training: programming, cybersecurity, and practical engineering skills.

    TypeScript