How to Keep Quack Low-Maintenance in Fast-Changing Product Environments

Quack was built with fast-changing products in mind. Here's what we can do to keep things low-maintenance:

1. No need to retrain for every change:
Quack constantly ingests the latest info from connected sources like Zendesk, Intercom, Notion, and Help Centers. As long as their support content and tickets reflect the product updates, Quack stays current automatically. No retraining needed unless the type of question or terminology changes dramatically.

2. Use Strict Mode for precision:
Strict Mode ensures Quack only answers based on trusted sources: great for complex or high-risk topics. It gives the team full control and avoids hallucinations if things are changing often.

💡Pro tip: Turn on Strict mode from your Agent Training Center → Configurations → General → Strict Mode.

3. Keep content structured:
If they tag docs clearly (e.g. deprecated, in-beta, v2.1), Quack can follow those signals. Consistency here helps reduce confusion without extra training.

4. Avoid overtraining:
When we do need updates, micro-training is fast: often just a few examples to steer answers. No need to retrain weekly unless the product is changing in a totally new direction.

By keeping your support content structured, enabling Strict Mode when needed, and relying on micro-training over full retraining, you can ensure Quack remains reliable - even as your product evolves rapidly. These best practices help your team stay agile while reducing maintenance overhead.