EvE (Evolving Ensemble of Agents)

A scientific discovery framework that co-evolves candidate solutions and the strategies of coding agents.

• Developer / Organization: Scientific Computing and Intelligence (Scaling) Group, National University of Singapore, led by Liu Yang; paper by Zongmin Yu and Liu Yang
• Category: Open-source construction & algorithm discovery
• Purpose: Automate algorithm discovery and improve solutions to testable scientific and mathematical problems.
• Key features: Coordinates coding agents while co-evolving solution code and agent guidance/skills. Uses user-defined executable evaluations, agent judgments or both to compare and improve candidates; includes mathematical-proof workflows.
• Availability: Open-source software; Apache-2.0
• License: Apache-2.0 (source (opens in a new tab))
• Website / Source code: https://github.com/scaling-group/eve (opens in a new tab)
• Version: GitHub release v0.2.0
• Version source: Official release or documentation (opens in a new tab)
• Last checked: 2026-11-01