Public experiment · Synthetic data only

Find clarity before making a life-shaping decision.

OpenMargam explores a problem-first way to connect important questions with people whose experience may help illuminate the tradeoffs.

Try the browser-only demo Read the project story

This is not an operational mentorship service. It has no accounts, bookings, payments, analytics, or data collection.

The idea

Better questions before bigger commitments.

  1. 01

    Describe the decision

    Start with the real choice and the constraints around it.

  2. 02

    Understand the match

    See which experience is relevant and why it was selected.

  3. 03

    Keep ownership

    Use another person’s context without handing them the decision.

Browser-only prototype

See problem-first matching in action.

Enter a fictional or general scenario. Matching happens entirely on this page. Your text is never transmitted or saved and disappears when you refresh.

Privacy boundary

No data submissions, third-party requests, cookies, accounts, storage, analytics, or external APIs.

Your explainable matches will appear here.

Current checkpoint

A showcase first. A service only when it is ready.

Now

Safe public showcase

Synthetic profiles, local matching, transparent limitations, and public source.

Next

Trustworthy private alpha

Adult-only testing, minimal data, deletion, moderation, and clear consent.

Later

Evidence-led public beta

Only after the matching and safety model prove useful with real feedback.

Open by design

Built for scrutiny, adaptation, and community ownership.

OpenMargam is an AGPL-licensed project designed to remain understandable and self-hostable.

Explore the repository