Every team that wires long-term memory into a coding agent hits the same wall about three weeks in. The agent remembers plenty. It remembers the migration you abandoned, the library you replaced, the convention one person suggested once in a thread.
Source: [Dev.to](https://dev.to/izgorodin/your-agent-doesnt-need-more-memory-it-needs-to-know-what-its-allowed-to-believe-22j7)