10 things I learned from burning myself out with AI coding agents

As independent AI researcher Simon Willison wrote in a post distinguishing serious AI-assisted development from casual “ vibe ...

Plan, Code, and Review in Parallel with Agents in Claude Code

Create custom helpers in Claude Code with Opus, Sonnet, or Haiku models, so you run parallel coding and reviews while keeping ...
GitHub

Keycloak Registration with Invitation Code

This SPI (Service Provider Interface) implementation for Keycloak enables user registration using a predefined invitation code. It introduces an additional level of registration control by allowing ...
IEEE

Iterative Generation of Adversarial Example for Deep Code Models

Abstract: Deep code models are vulnerable to adversarial attacks, making it possible for semantically identical inputs to trigger different responses. Current black-box attack methods typically ...
GitHub

DeepCode: Open Agentic Coding

We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...