PlanBench-XL Tackles Agent Tool Retrieval at Scale

PlanBench-XL addresses the challenge of massive tool proliferation in enterprise environments by using a retrieval interface rather than stuffing all tool definitions into the context. This approach creates a retail scenario with over 1,600 tools, closely mimicking real-world conditions for agent training.

2026-07-14 ~ 2026-07-14 · 3 related posts

• Agent Training Data: More Tools, Harder to Generate — Shahules786 · 2026-07-14
• Large-Scale Tool Environments Mirror Real Enterprises — Shahules786 · 2026-07-14
• PlanBench-XL Teaches Agents to Discover Tools — Shahules786 · 2026-07-14