From Promises to Contracts: Enforceable Behavior in LLM Agents

The problem agent builders keep running into Spend enough hours with local agents such as OpenClaw or Hermes — whatever the stack — and you stop trusting what they say they’ll do. An agent says “I won’t touch anything outside this directory” and then touches something outside the directory. It acknowledges a constraint in fluent, […]
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