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How to solve the problem that AI coding assistant repeats the same error frequently?

2025-08-19 240

ByteRover has been recognized by itsMemory storage and managementfunction can effectively solve this problem. The specific methods are as follows:

  1. After installing the ByteRover extension, the system automatically records all interactions and contextual information of the AI assistant
  2. When the AI assistant has made a mistake, the system stores the error scenario and the correction plan as aSystem 2 Memory
  3. The next time it encounters a similar situation, ByteRover will pass thevector searchRetrieve historical memories to avoid AI repeating the same errors
  4. Developers can also manually add important fixes to the program for thebookmarksthat ensures that AI prioritizes reference to these key memories
  5. Regular usememory cleanupFunction deletes obsolete information and keeps memory banks efficient

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