Coding Tools
AI Dark Factory: Codebase Writes Itself Live
Cole Medinmedium confidence
Why it matters
- →This project exemplifies the potential for AI to autonomously manage software development processes, which could significantly change how coding is approached in the future.
In a recent livestream, Cole Medin demonstrated the capabilities of an AI coding agent by building a codebase entirely autonomously, without human code review. The project, named Dark Factory, utilizes Medin's open-source AI coding orchestration platform, Archon, to create a real application that answers questions about his YouTube content. The process includes defining governance files, managing GitHub issues, and implementing workflows that allow the AI to generate pull requests and validate its own code. This ambitious project reflects the evolving landscape of AI in coding and aims to push the boundaries of automation in software development.
Read originalThe story around this
Earlier coverage that leads up to this article, and what followed. Lines connect each piece to the closest one after it, converging here.
How we got here
- 1AlphaEvolve: New Coding Agent from DeepMind
AI Explained · December 23, 2025 · Background
- 2CoderForge-Preview: New Open Dataset Released
Together AI Blog · February 25, 2026 · Background
- 3CodeBuff: New Open-Source AI Coding Agent
Lev Selector · March 6, 2026 · Related
What happened next
- 4Kimi K2.6 Powers Autonomous Code Generation
Cole Medin · April 25, 2026 · Related
- 5AI Dark Factory Launches First Application
Cole Medin · April 28, 2026 · Related
- 6AI Agents Revolutionize Coding with Claude Code
WIRED AI · May 26, 2026 · Related
- 7Agentic AI Loops: The Next Big Step?
TechCrunch AI · June 22, 2026 · Background
- 8Meta Introduces Muse Code for Large Code Bases
TechCrunch AI · August 5, 2026 · Background
Follow this story
Open the full story →AI Dark Factory: Codebase Writes Itself Live
3 developments
- Apr 14 · Cole Medin
AI Dark Factory: Codebase Writes Itself Live (This article) - Apr 16 · Cole Medin
Public Experiment on AI Dark Factory Launched↳ Cole Medin launches a public experiment to build an autonomous AI Dark Factory with a RAG-powered agent for YouTube content. - Apr 19 · Cole Medin
AI Dark Factory Creates Code Independently
More in Coding Tools
Coding Toolscoding
Claude Code v2.1.323 adds experimental Code Mode and plugin safety
This release quietly introduces Code Mode, an opt-in feature where Claude writes JavaScript to call its own tools, marking a shift toward more autonomous agent-like behavior within the CLI. The update also hardens the plugin ecosystem by enforcing version ranges and adding strict TypeScript type checking for hooks, which should significantly reduce instability from third-party extensions. Beyond these features, the changelog is dominated by critical fixes for authentication drift in background sessions and memory leaks when handling large files, stabilizing the tool for heavy enterprise use.
Claude Code Releases
Coding Toolscoding
llama.cpp b12336 fixes HunyuanVL crash
This release quietly patches a critical memory overflow in the mtmd module that caused crashes when loading HunyuanVL models. The issue stemmed from F64 position embeddings overflowing an F32 buffer, a subtle bug that broke multimodal inference for users relying on this specific architecture. By enforcing strict F32 requirements, llama.cpp stabilizes support for Tencent's vision-language model without adding new features or changing the core API. It’s a necessary maintenance update that keeps local multimodal workflows from breaking unexpectedly.
llama.cpp Releases
Coding Toolscoding
llama.cpp b12343 adds qwen3.5 and ROCm 10
This release quietly extends llama.cpp’s hardware coverage with ROCm 10.0 binaries for both Linux and Windows, finally bringing AMD RDNA/CDNA users into the fold without manual compilation. The standout feature is native support for Qwen3.5 models via tensor merging during conversion, a necessary step as this new architecture gains traction in the open-source community. By shipping pre-built CUDA 13 binaries alongside the older 12.x versions, the project ensures forward compatibility with newer NVIDIA GPUs out of the box. There are no new quantization algorithms or performance breakthroughs here; it is purely an infrastructure update to keep pace with the rapidly shifting landscape of model architectures and GPU drivers.
llama.cpp Releases