Feature detail
Feature library
Correct This Fill turns a near miss into a better next run.
Use Correct This Fill when TextsBert was close but not fully right and you want that correction to improve future work instead of being lost after one manual fix.
Correction loopNear missFuture improvementRepeat work
Correct This Fill is the practical correction loop for repeated browser work.

Why correction deserves its own flow
A useful product gets better from real work, not just from ideal demos. Correct This Fill captures the difference between almost right and approved final behavior.
- Turn manual corrections into future reuse
- Keep improvements grounded in real tasks
- Reduce the cost of repeated near misses
How it supports trust
Correction improves the next run without hiding review. The user still sees and approves the result, but the system carries the lesson forward.
- Review stays visible
- Corrections become durable instead of temporary
- The workflow stays honest about what changed
Related pages