We Gave Our AI Agent a Memory. Here Is What Broke.

Building an LLM agent pipeline feels straightforward until step four of twelve calls a model that times out, the worker dies, and you realize you just spent $3.20 on tokens that are now gone. The specific failure mode What we actually needed Gravtory Gravtory is a Python library that backs durable w