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by Kacie Ryan

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Oct 18, 2026 Developer Tools

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Every time I had an idea for an AI agent project, I ended up spending hours trying to answer three questions: Has someone already solved this? Is everyone already working on it? Is there actually an interesting problem left to tackle? Papers, surveys, GitHub, and Google helped, but I kept piecing together the same information over and over. So I built something I wanted to use myself. ResearchLedger is a searchable map of 410 open problems in AI agents, covering memory, evaluation, safety, runti...