PMB

Product Hunt Tools

Summary

PMB is a local-first memory tool that helps developers avoid re-explaining their projects to AI coding agents.

<p> Stop re-explaining your project to AI coding agents </p> <p> <a href="https://www.producthunt.com/products/pmb-local-first-memory-for-ai?utm_campaign=producthunt-atom-posts-feed&amp;utm_medium=rss-feed&amp;utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1182762?app_id=339">Link</a> </p>
Original Article

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PM-Bench: Evaluating Prospective Memory in LLM Agents

arXiv cs.AI

Introduces PM-Bench, a text-based benchmark for evaluating prospective memory in LLM agents, inspired by cognitive science. Experiments show that even the best method (GPT-5.4 agent) achieves only 65.1% F1 score, indicating significant challenges in reliable intention execution.

YourMemory

Product Hunt

YourMemory is an MCP-based memory tool that uses self-pruning to reduce token waste by up to 84%, improving efficiency in AI context management.