Goodbye Stale Notes: Building a Local-First Memory System for Agents
linklore_dev · reddit · 2026-08-11
A developer noticed their coding agent autonomously surfaced a 3-day-old note to prevent a duplicate bug, prompting a reflection on traditional markdown-based memory. When files get too long, models ignore them, and notes often become stale.
To solve this, they built LinkLore, a local-first MCP server. It uses typed records (decisions, rules, gotchas) linked to actual code, surfacing them automatically when relevant, effectively solving the maintenance problem of agent long-term memory.
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