Agent Loop-Control Test

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Agent Loop-Control Test

A stricter benchmark for evaluating agentic loop-control and error recovery

byPranjal Srivastava

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Description

An evaluation suite for AI agents that tests tool-calling reliability against strict schemas, injected errors, and maximum turn limits. It identifies specific failure modes in small-active MoEs, such as infinite loops, pagination rewording errors, and function fabrication.

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Details

Why this is interesting: Gives granular insight into the 'loop control' ceiling of current agent-capable models, identifying specific breakage…
Attributed to: @_pranjal
Built with: Flint LFM2.5-24B-A2B Qwen3.8-27B Grok Build 0.1
Tags: #benchmark #agents #evals #tool-calling

Discovered: X
First posted: X · Oct 23, 2026
Listed: Added 1h ago
Build: Strong
Models: Strong

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