10:12
2026-08-18
dev.to
artificial-intelligence
The "1 Million Token" Trap: Why I Built a Bi-Temporal Memory Engine for AI Agents
A developer built PaperPlanes, a stateful research assistant with a bi-temporal memory engine, to address context degradation in AI agents. The system uses CockroachDB for bi-temporal storage, an MCP …