Why It Matters

Agent memory tends to get worse with use. Most current systems treat memory as a context-stuffing problem. Text is cheap to store; the real bottleneck is retrieving the right thing at the right time without bloating context.

CoreTex turns that retrieval problem into work that can be measured, rewarded, and improved over years by anyone with a wallet and an LLM. The corpus keeps growing, the substrate has to keep compressing, and the floor of what counts as a real improvement keeps rising.