mahbot 0.5.1

An autonomous agentic engineering system that manages software development through role separation, subagents, and deterministic diagnostics.
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Search the web with `query`. Results come back as short highlights, each with an expand ID; call the tool again with `expand` set to that ID to retrieve the full cached text of that result. `query` and `expand` are mutually exclusive — pass exactly one per call. Expand IDs are session-scoped: they work only if a search ran earlier in this same session.