ExplainedSame AI Memory, Fewer Tokens: How a New Approach Beats a Leading Agent System at a Fraction of the Cost
Two AI systems both teach agents to learn from their own mistakes. One sends every lesson every time. The other sends only what each model can actually use. The difference shows up in the bill.