EnvHarness
AssessTools
An open-source framework for adapting agent training environments to target weaknesses during learning.
Why it's here
Placed in Assess: 1 article(s) of evidence from 1 source(s), led by open-source activity, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 6InfoQ·10/16/2026open_sourceGoogle Open-Sources EnvHarness for Adaptive Agent Training
Google researchers have open sourced EnvHarness, a framework that dynamically adjusts training environments based on an agent's weaknesses without changing the agent itself, the environment, or the evaluation setup. The goal is to improve learning efficiency and effectiveness while helping agents address their failure points in dynamic settings.