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My ai agents are probably working on whatever bug you reported ❤️
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My ai agents are probably working on whatever bug you reported ❤️

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SufficientDaikon/README.md
Ahmed Taha — AI Agent Architect

I build autonomous systems that build software. Not wrappers around ChatGPT — actual multi-agent orchestration with cognitive architectures, skill routing, and self-improving feedback loops.

Currently shipping production code to PowerShell/PowerShell (52K stars) — not just issues, actual engine-level PRs that fix 8-year-old bugs and add new timeout APIs.



What I Actually Build

Archon — AI Skills Engine

The core of everything I ship. 83 skills, 10 agents, 5 cognitive synapses. Write a skill once, deploy it on Claude Code, VS Code Copilot, Antigravity, and 2 more platforms.

Not a chatbot framework. A cognitive architecture with enforced guardrails, complexity routing (TRIVIAL→EXPERT), and a virtuoso execution loop that prevents hallucination cascades.

archon — Python · 83 skills · MIT

Axon — ML-First Systems Language

A programming language designed from scratch for machine learning. Compile-time tensor shape verification, ownership-based memory safety (like Rust), native GPU execution.

If Python + Rust had a child raised by CUDA engineers, this is what you'd get.

Axon — Rust · Compiler + Runtime

HugBrowse — Local AI Platform

Browse, download, and run Hugging Face models locally. Privacy-first — nothing leaves your machine. Built with Tauri v2 (Rust backend) + React frontend. GGUF quantized model support.

hugbrowse — TypeScript + Rust · Tauri v2

Aether — Agent Orchestration

Multi-agent LLM coordination with 28 subsystems. Agents negotiate, delegate, and self-correct. Built on Bun for raw speed.

Currently paused — the architecture is solid but waiting for the right moment to ship.

aether — TypeScript · Bun · 28 subsystems

More things I've shipped
Project What it does
sdd-vscode-agents 13 Copilot Chat agents for spec-driven development — from research to production code with quality gates
axios-scanner One-click scanner for the axios npm supply chain attack (March 2026). Detects RAT artifacts, C2 connections, persistence
daedalus-debugger Autonomous AI environment debugger — probes hardware, MCP servers, model capabilities. Self-contained HTML report
godot-kit AI-powered Godot 4.x development bundle — 9 skill packs, 4 MCP servers
dissector-agent Reverse-engineers any codebase into 17+ interlinked documentation files through 13 analysis phases
adaptive-teacher AI teaching skill that calibrates to learner level in real-time — Socratic questioning, reverse prompting, Egyptian Arabic support
feinix-os Feinix — research architecture for an AI-first operating system
pr-to-course Transform any GitHub PR into an interactive HTML course
copilot-sdk-dissection 14-phase architectural dissection of GitHub's copilot-sdk with interactive docs site


Open Source Impact

These aren't drive-by typo fixes. Each PR modifies core engine code in a project with 52K+ stars:

PR What I Changed Status
Bounded-wait timeouts Added Stop(TimeSpan), PSInvocationSettings.Timeout, runspace/pipeline/connection timeouts across 7 source files. Includes RFC. Open
WindowStyle Hidden fix Fixed #3028 (8 years open, 160+ upvotes) — eliminated console window flash when launching with -WindowStyle Hidden Open
UUID v7 default Changed New-Guid to generate UUID v7 by default — monotonic, sortable, timestamp-embedded Open
Static analysis fixes Fixed 6 PVS-Studio findings across the engine Open
Error handling docs Added about_Error_Handling and fixed error terminology across docs Merged


How I Work

Isometric Contribution Calendar

Isometric contribution calendar — shows commit density across the full year in a 3D isometric view

Coding Habits

Coding habits — when I code, how often, activity patterns

Languages (indepth)

Language breakdown — analyzed from actual repo content, not just file extensions

Repositories

Repository statistics

Notable Contributions

Contributions to notable repositories — repos with significant star counts


Commit Invaders

Your contribution graph is boring. Mine fights back.

Commit Invaders — my contributions turned into a Space Invaders game

Pinned Loading

  1. aether aether Public

    [PAUSED] Autonomous Agent Orchestration Framework — multi-agent LLM coordination with 28 subsystems, built on Bun

    TypeScript 1

  2. hugbrowse hugbrowse Public

    Local AI Platform — Browse, download, and run Hugging Face models on your machine. Privacy-first. Tauri v2 + React + Rust.

    TypeScript 1

  3. archon archon Public

    The Virtuoso Engine for AI Agents. 83 skills, 10 agents, 5 cognitive synapses, enforced guardrails. Write once, deploy on 5 AI platforms. MIT licensed.

    Python 7