Abstract: Recently, researchers have proposed many multi-agent frameworks for function-level code generation, which aim to improve software development productivity by automatically generating ...

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 ...

AI feels like a productivity boost, but new research shows it often increases workload. Learn how compound engineering turns AI from a trap into leverage.

The Python extension now supports multi-project workspaces, where each Python project within a workspace gets its own test tree and Python environment. This document explains how multi-project testing ...

Multi-agent orchestration makes workflow more inspectable, with clear handoffs and a QA backstop. Breaking the work into discrete steps makes the output easier to audit and fix. A timestamped handoff ...

Abstract: Asynchronous Pulse Code Multiple Access (APCMA) is a pulse-based wireless communication scheme designed for Massive IoT, offering high resilience against largescale packet transmissions from ...