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causingheadache

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5 tweets
Communities: Local AI Ai community
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1
[video] Persistent coding-agent memory has a nasty edge case: same error message, different root cause. Retrieval can find the “right” old memory and still suggest the wrong fix. I’d love to see this benchmarked adversarially. Actian’s current Astra implementation:
Local AI — 196 2.5x 4 Oct 8
2
[image] AI-assisted PRs are 2.6× larger on average in a recent benchmark data. Once the diff gets huge, review quality drops fast. A simple rule is to give coding agents a diff budget. If the task crosses it, split the PR. See the benchmark here
Ai community — 21 0.3x 3 Oct 11