NiceEval Blog

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The NiceEval team's product and engineering blog.

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Product thinking

Introducing MemoryBench: Benchmarking Agent Memory on Real Coding Tasks

Same model, same tasks, one variable: the memory layer. MemoryBench measures how much agent memory actually helps across continuous, real-world coding tasks.

2026-08-057 min readProduct thinking

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Product thinking

Prompt evaluation vs agent evaluation: where the real difference lies

From checking replies to checking execution: combine output quality, tool calls, and multi-turn behavior in agent evals.

2026-07-196 min readProduct thinking

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