Your OpenClaw Bill Is Bleeding Tokens. Here’s What We Measured — and How to Fix It.

This story was originally published on HackerNoon at: https://hackernoon.com/your-openclaw-bill-is-bleeding-tokens-heres-what-we-measured-and-how-to-fix-it. Memory bloat, compaction loss, and a retrieval-first path: ~32% less token spend on the AppWorld dev split — without dumbing the agent down. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #openclaw, #agent-memory, #context-engineering, #vector-database, #tokenization, #openclaw-bill, #save-ai-token-costs, and more. This story was written by: @jinglan0379. Learn more about this writer by checking @jinglan0379's about page, and for more stories, please visit hackernoon.com. Memory bloat, compaction loss, and a retrieval-first path: ~32% less token spend on the AppWorld dev split — without dumbing the agent down.