ultraresearch

Exhaustive multi-source research with verified citations coordinates parallel exploration across codebases, web documentation, and repositories, capturing journaled evidence to back every finding. It expands leads iteratively until the investigation converges on a proven synthesis.

Execution-based verification tests contested claims by running them directly against source code or live documentation rather than relying on inference. This ensures cited findings in your research synthesis are backed by concrete proof, not guesses.

Yes, deep research orchestration applies to architecture reviews and compatibility checks by exploring codebases and official docs in parallel. It chases discoveries through lead expansion loops to deliver cited, verified answers for high-stakes investigations.

To avoid shallow one-pass answers during complex investigations, use orchestrated lead expansion loops that continuously chase new discoveries across multiple sources. This converges into a journaled synthesis with execution-based verification and citations.

You need parallel workers for due diligence research when investigating multiple sources like web documentation and repositories simultaneously. Coordinated parallel exploration captures journaled evidence efficiently, ensuring your final synthesis contains verified, cited claims.