this post was submitted on 24 Apr 2026
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The quality of the training is really what it comes down to. I saw one approach that was actually kind of obvious in retrospect where a model was trained on the actual git history instead of repository snapshots which taught it how code actually evolves over time. I think these kinds of tricks will add a lot of polish to make really competent coding models.