Ergonomic constructor for [`AgentConfig`]. Required inputs are passed to [`AgentBuilder::new`]; every other field defaults to the same values the nitp

randomly alternates between models within a single agentic loop — see https://xbow.com/blog/alloy-agents inner clients must already be wrapped with r

An [`LLMClient`] that authenticates via an Azure AD bearer token and rebuilds the inner rig client whenever the cached token nears expiry. Each review

Restores the user's original HEAD when dropped, so a panic or early error anywhere in the review path (not just a clean return) can't strand them on n

A no-op client used only to populate the cache for the refresh-dedup test; its `completion` is never invoked on the short-circuit path under test.

Client that runs a local proxy backed by the Antigravity keyring token.

Where HEAD pointed before nitpicker checked out the PR branch, so it can be restored on exit.