Mongodb

Clawdia is now Claudia. The “Claw” pun stopped making sense when I moved her off OpenClaw onto Hermes. That’s the least interesting thing that happened. Why migrate at all OpenClaw worked great. That’s the honest answer. I wasn’t fleeing a burning building. But I’d noticed a few things that were starting to bother me. The memory system felt unreliable mainly because the vault was treated as something you explicitly queried, not something the agent was aware of by default. I’ve written about these frustrations in previous posts, so I won’t rehash them here. ...

When building AI agents, one of the biggest challenges is tool selection—especially as the number of available tools increases. Evidence from OpenAI’s developer community and technical documentation highlights that agents’ tool selection accuracy tends to drop noticeably with larger toolsets, sometimes causing irrelevant or random tools to be invoked even with carefully designed prompts. OpenAI’s internal discussions note a clear decline in single-tool call accuracy and an uptick in failure modes as the system prompt and available tool list grows, with developer complaints of incorrect or unexpected tool choices despite best practices. ...