Overview

https://blog.google/products/gemini/gemini-3/#note-from-ceo

Agent Evals

https://andonlabs.com/evals/vending-bench-2

• Long-horizon planning

https://www.tbench.ai/news/announcement-2-0

• ~100 terminal-based tasks
• Challenges: here

https://sierra.ai/resources/research/tau-squared-bench

• Real-world scenarios like technical support

Test

• Planning
• Delegation
• Filesystem

https://github.com/langchain-ai/deepagents-quickstarts/tree/main

Trace

https://smith.langchain.com/public/34012df8-ffe1-424b-aa17-efb21e87c53e/r