Manwe

About Manwe

What is Manwe?

Manwe is a swarm intelligence engine that assembles a panel of AI advisors to debate your decisions. Instead of a single chatbot answer, you get six experts arguing with citations, then a verdict with evidence, risks, and a plan you can act on.

How reports are made

Every report on this site goes through the same process:

  1. Research: Manwe searches 13 real sources including PubMed, arXiv, Semantic Scholar, ClinicalTrials.gov, and more to gather evidence on your question.
  2. Panel assembly: A panel of 6 specialist AI agents is recruited based on the topic. Each agent has a distinct perspective, including a Devil's Advocate who challenges consensus and a Fact-Checker who audits claims.
  3. Structured debate: Agents argue across multiple rounds, pushing back on each other, reframing problems, and citing evidence. New agents are recruited mid-debate when knowledge gaps appear.
  4. Verdict: After debate, the panel converges on a verdict with a confidence score, predictions, an action plan, and a full list of risks.

Why this format?

A single AI model gives you one perspective. Manwe forces multiple perspectives to compete, so blind spots and weak arguments get exposed before you make a decision. Every claim is grounded in research, not generated from training data alone.

Important disclaimer

Reports are generated by AI. AI can make mistakes. Nothing on this site is financial, legal, or medical advice. Reports are meant to help you think through decisions, not replace professional guidance.

Who builds Manwe

Manwe is built by Oncel Cebeci at Tiny Things. Oncel is a multidisciplinary designer and developer who has launched 17 products across multiple industries, and his work sits at the intersection of design systems, AI, and product thinking. Before Manwe, he built Signal News, an AI-powered news app that maps how stories connect across domains.

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Contact

Manwe is also available as a macOS app that runs locally on Apple Silicon.

Questions or feedback? Reach us at [email protected] or on Discord.