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Ellipsis: Fixing build failures on pull requests
Learn how Ellipsis automatically reviews pull requests, identifies CI failures, and applies LLM‑generated fixes to resolve build errors directly in GitHub.
You just opened a pull request, but you forgot an import and the linter is failing. What now? Let’s see how GPT4 can aid developer productivity but automatically fixing a build issue on a GitHub pull request.
Background: In August 2023, I demo’d an “AI junior software engineer” at the first AI Tinkeres x NYC meet up. It made a great demo, but I quickly realized that state-of-the-art LLM’s aren’t good enough to reliably make nontrivial changes to production-scale codebases. So I scaled down the problem. Today, Ellipsis is a developer tool that reviews pull requests and fixes bugs on them. One of our most requested features is having Ellipsis automatically resolve CICD failures.
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