mahbot 0.5.0

An autonomous agentic engineering system that manages software development through role separation, subagents, and deterministic diagnostics.
Documentation
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Register a web-search backend so agents can use `web_search`. Pass the `provider` — `exa`(preferred) or `firecrawl` — and its `api_key`. The provider and its matching key are persisted. Once registered, agents that support web search (e.g. the Assistant) can call `web_search` immediately.