Build Real Agentic Apps with CUGA: 24 Working Examples
CUGA introduces a lightweight harness enabling developers to build real agentic applications. It includes 24 working examples demonstrating practical implementations across various use cases.
Porting Moebius 0.2B Image Inpainting to Browser with Claude Code
The Moebius 0.2B image inpainting model has been successfully ported to run in the browser using WebGPU and ONNX Runtime. The project, initiated with Claude Code, converts the model's weights to ONNX and deploys them via Hugging Face, with a simple web interface available at simonw.github.io/moebius-web/.
Oracle Signals in Agent-Authored Test Code
An empirical study of 86,156 test-file patches from 33,596 agent-authored PRs reveals that 80.2% of test patches contain weak or no explicit oracle signals. Strong-oracle test files significantly improve merge likelihood (OR = 1.28, p < 0.001) after adjusting for multiple factors, indicating test file presence alone overestimates verification strength.