Question before certainty
Tafiti
Ask. Read. Test. Learn. Write.
A good question can be useful before it has an answer. Keep claims grounded, run the experiment, and show what changed.
Why Tafiti exists
Reading is input. Research changes what you can honestly do.
Tafiti keeps the question, exact evidence, disagreement, experiment plan, run, result, and human interpretation in one calm chain.
- Ask something useful
Start with the question. Unsupported claims remain visible instead of being polished away.
- Read with a locator
Capture exact excerpts with page, timestamp, table, or row context.
- Test the claim
Seal the plan before a run. Later changes create a new version without rewriting history.
- Write what changed
Turn human synthesis into a Hadithi draft while Tafiti keeps the research truth.
One clean loop
Question → evidence → experiment → finding.
- Ground the claim
Sources and exact excerpts can support, challenge, or remain inconclusive.
- Run your own experiment
Prediction, change, baseline, outcome, sample, and stopping rule come before results.
- Act on the learning
Create Jiwe context, Mawĩra tasks, and Hadithi drafts without stealing their truth.
Honest by construction
No hallucinated citations. No silent certainty.
- Exact excerpt and locator
- Immutable plan versions
- Hifadhi owns files
- Hadithi owns articles