Multi Agent System

Paper2Agent turns research papers into AI agents via Claude Code pipeline

Researchers built Paper2Agent, a system that converts a scientific paper and its accompanying codebase into a functional MCP server accessible through an AI agent interface. It uses a multi-agent architecture built on Claude Code's agent SDK, with a central orchestrator directing specialized sub-agents through a six-step process covering repository discovery, environment setup, tutorial scanning, and execution auditing.

nature.com · 2026-09-16

Google Antigravity adds /boost command for multi-agent deep reasoning on coding tasks

Google has introduced a new slash command, /boost, in Antigravity 2.0 and the Antigravity CLI that triggers a multi-agent reasoning pipeline for difficult coding problems like race conditions, complex refactors, and subtle bugs. The feature works through a three-phase process where an orchestrator agent breaks down the problem and dispatches specialized subagents to isolated workstreams, then verifies results across multiple rounds. The command is restricted to paid plan subscribers.

antigravity.google · 2026-09-01