What it does
If the judgment fails validation, the preliminary ranking survives unchanged.
Agent tooling
mem-jev
mem-jev asks Jev to judge ambiguous agent memories, then folds five semantic signals back into retrieval ranking.
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How you can use it
Before writing any code, list the routines you want your AI helper to remember. Have a developer connect this memory system to your software. The software logs the steps your helper takes, but you must independently confirm whether each finished job actually succeeded.
When a similar job arrives, the system asks Jev to score earlier examples and suggest a helpful plan. Remember that a fresh setup starts empty. It will not suggest advice until you have confirmed your first set of working results.