Why I Built Yet Another AI Knowledge Tool (And How It's Different)

There's no shortage of knowledge management tools for AI coding agents. Graphify builds knowledge graphs. Claude-mem replays sessions. LLM Wiki compiles research wikis. Ars Contexta generates personal thinking systems from interviews. I tried them. They're good tools. But none of them solved my specific problem. The Problem I use Claude Code daily on production apps. The pain isn't "Claude doesn't understand my codebase" — Graphify handles that well. The pain is knowledge decay between sessions.