[Improve]: A mechanism to flexibly absorb flaws in the automated generation source

[blendthink]

Describe

This issue focuses on the need for a robust mechanism within our system that can flexibly handle and absorb flaws originating from our automated generation source. Currently, our automated processes rely on this source for critical data, but it is prone to occasional inaccuracies and inconsistencies. These flaws can lead to errors in our final output, affecting the overall quality and reliability of our products or services. The proposed mechanism should be capable of identifying these flaws early in the process, possibly through advanced monitoring and error-detection algorithms. Once detected, the system should have the ability to either correct these errors or adapt its output to mitigate the impact of these flaws. The goal is to create a more resilient and reliable automated process, which maintains high-quality output even in the presence of source data imperfections.

Screenshots

No response

Environment

• Package Version: 1.1.0
• Commit SHA: fe97203

Additional context

dart-lang/sdk#53852