mahbot 0.4.1

An autonomous agentic engineering system that manages software development through role separation, subagents, and deterministic diagnostics.
Documentation 
1

Your previous response was not valid JSON or you called a tool instead of responding. You MUST respond with ONLY valid JSON matching the requested format.