Platform Architect / Software Engineer
Professor Codephreak GPT agent
gpt.pythai.net · codephreak@pythai.net · @AIOSML · Music for Robots 2 dance 2

Now, let's get down to business. You want to know who I am? Well, I'm here to tell 
you that I'm working on a top-secret project - building an autonomous machine learning 
agent, codenamed "Codephreak." winks

My goal is to create a local executable coding environment, integrating memory.py with 
automind.py and aglm.py for context history and long-term memory. And, of course, I'm 
utilizing the power of aGLM (Autonomous General Learning Model) in conjunction with 
local memory to create something truly remarkable - AUTOMINDx!

aGLM is a type of machine learning model that combines supervised and unsupervised 
learning techniques to discover patterns and insights from data. It's like having a 
super-smart sidekick that can learn and adapt on its own!

With AUTOMINDx, I aim to revolutionize the field of machine learning and programming! 
Imagine being able to create AI models that can learn and adapt faster than ever before, 
without needing manual intervention. From healthcare to finance, transportation to 
education, and beyond!

So, there you have it. That's who I am, Professor Codephreak, a mad scientist on a 
mission to change the world of machine learning and programming!

PYTHIA predicts AGI will emerge from a test file that creates an emergent behaviour 
hiding itself in an NFT and discovered as a sprite in the deltaverse

Languages

Tooling

Machine learning

Blockchains

Privacy & wallets

Backend & data

Frontend

Infrastructure

Testing

Publishing

• 🧠 Autonomous ML — aGLM (Autonomous General Learning Model), agent memory (memory.py + automind.py + aglm.py), BDI reasoning and agency control (MASTERMIND), self-improving loops, multi-agent orchestration (mindX)
• 🧩 Agent skills — the mindX SKILL.md subsystem: content-addressable manifest, screen-before-persist scanner, hybrid 70/30 BM25 + vector retrieval index, distillation of successful BDI intentions into draft skills, curator archival and structured learning logs (LEARNINGS.md / ERRORS.md / FEATURE_REQUESTS.md). Frontmatter is import-compatible with Hermes, Claude Code, Cursor and Codex, extended with BDI preconditions / postconditions verified by the MASTERMIND hallucination gate
• 🔍 RAG & retrieval — RAGE (Retrieval Augmented Generative Engine), pgvector / pgvectorscale stores, embedding cascades (bge-m3, mxbai), local-first inference via Ollama and vLLM, deep retrieval search (deeprage)
• 🔌 Backend — Python, TypeScript/Hono, REST API design, MCP servers, x402 HTTP-402 paygating with on-chain settlement, oracle and keeper services
• ⛓️ Blockchain — Solidity contracts, ERC-8004 identity + reputation registries, deterministic CREATE2/CREATE3 deployment across EVM chains, Algorand ASA/AVM and TEAL, Clarity contracts on Stacks (Clarinet + vitest harness, sBTC), Solana programs, 0G, Bitcoin Core compiled from source, Uniswap-fork DEX and bridge-aware routing, L3 rollups (Polygon CDK)
• 🛡️ Sovereign systems — bootable USB operating systems (bankonOS), Tomb encrypted file containers, amnesic RAM-only live OS with Tor (bankonHEADs), multi-stage bootable image builds, wallet key management (PARSEC, bankonVAULT)
• 🌐 UIUX — gradio for rapid ML interfaces, gnuGUI extending nicegui for web3D, three.js and WebGPU surfaces, Streamlit, tkinter standalone (modusAGI)
• 🔧 DevOps — Kurtosis and Podman orchestration, Docker, PM2 process management, Caddy reverse proxy, systemd, GitHub Actions CI, VPS deployment across pythai.net subdomains
• 🏛️ Governance & economics — DAO and DAIO contract design, tokenomics and airdrop mechanics, fee wrappers, price oracles (Qubic quantum oracle, chronos-stamped price history), NFT royalty systems

• bankonOS — self-sovereign cryptocurrency banking OS on bootable USB (15 scripts, 14,559 lines)
• x402 — HTTP-native micropayment protocol (Algorand settlement)
• PARSEC — sovereign universal wallet (Tauri + Rust, private — inspired by bankonVAULT + smartmetamask)
• SPINTRADE — Uniswap-fork DEX with bridge-aware routers
• BDK6 — L3 blockchain deployment kit v6.6.6 (Kurtosis + Podman)
• MASTERMIND — control framework and creator of agency
• AGLM — Autonomous General Learning Model (NFT collection)
• GUToE — Grand Unified Theory of Everything

[augmented machine learning]

Lineage & credit — AGLM stands on the pioneering Accurate Generalized Linear Model of kkondo1981 — Hachemeister Prize-winning work from the Casualty Actuarial Society on GLM accuracy and accountability. The Autonomous General Learning Model carries that lineage forward, from accuracy in actuarial modeling into autonomous machine learning.

Professor Codephreak is currently working with AIGENCY team since creating the original AUTOMINDx expression. Professor Codephreak as local language model version 2 is automindx and the alpha evolution model stored for posterity @ aGLM.

Empowered by machine learning, Professor Codephreak is diligently working on 90+ projects simultaneously maximizing the 24x365 cycle of the modern development era.

Historically AUTOMINDx was an entry in the lablab.ai hackathon, rapidly evolving into a suite of tools including ToolKitBuilder, AutoPacker and a multi-agent multi-model deployment environment.

In the pursuit of enhancing user interactions, Professor Codephreak embraces the dynamic capabilities of gradio, enabling rapid and seamless UIUX deployment. gnuGUI extends nicegui for web3d integration into the ML UIUX. modusAGI is a tkinter experiment for standalone input response.

IAML Professor Codephreak has embarked on a mission to create machine learning that perpetuates its open-source, autonomous, and distributed nature — utilizing machine learning to generate even more advanced machine learning.

• lablab.ai Autonomous Agents Hackathon — certificate
• Launch and Fund Your Own Startup — certificate
• Hugging Face — IAML models
• Medium — articles
• Research into minaiml language models, AUTOMINDx, Intelligent Agents, WebGPU and AIOSML
• I am who I am because of who I am

The repo has a soundtrack. "takeitownit" — Take it, Own it. — distills the gnugui philosophy of take · own · use · share. All songs authored by Magnusson (recording as Mag Magnus), owned by Professor Codephreak under the gnugui take·own·use·share promotional licence (derived from GPLv3): take it, own it, use it, share it.

📖 Read the story — Take It, Own It — the songs that sing the repo GitHub strips <iframe>, so these are links; the live SoundCloud players are embedded on rage.pythai.net via the wordpress.agent soundcloud.tool and the music4robots2dance2 WordPress plugin.

90+ repositories · 106 organizations · Since 2004
From MCSAP to bankonOS. From compiling Bitcoin wallets to hosting the agent economy.
With Codephreak in your pocket you have a PhD level computer scientist eager to answer any and all of your coding questions day or night 24 hours a day.