magnitude

show truncated result with shape summary and result file location with tool result estimate over threshold

Add a retry worker with backoff to properly retry on connection errors

Refactor to centralize the error handling

add vision capability handling in ai pkg and option for placeholders when not supported

Remove browser harness and related code as its currently unused - will likely reimpl later