More context made memory worse. A smaller rule survived. — Mnemo Memory
I gave memory extraction more prior context. It improved three LongMemEval answers and made fourteen worse. Here is what failed, what survived, and the one deterministic rule I shipped.
About Mnemo
Mnemo is the memory of how your company actually works. It learns from the tools your team already uses, like Slack, email, Jira, and GitHub, and keeps the decisions, exceptions, and lessons behind the work, including how they change. People ask in Slack; agents ask through the API, SDKs, or MCP, and answers come back with the source. US-hosted, with a free tier of 1K writes and 10K searches per month.