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From Journaling to Evidence-Based Reflection: Building InnerTrace, a Self-Growth AI Agent

DEV Community·yang yaru·27 days ago
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Not just another chatbot, but a reflection assistant that reasons over your own history. For a long time, I had one frustration with journaling: we write a lot, but very little turns into structured self-understanding. Entries are scattered across notes, hard to retrieve, and even harder to connect over time. So when we ask, “What’s been draining me lately?” , we usually answer from memory bias, not evidence. That is why I built InnerTrace — an AI-powered self-growth system based on LLMs, long-term memory, and reflection loops. The Problem I Wanted to Solve Most journaling tools are good at capturing thoughts, but weak at helping users reason over them.…

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