{"slug": "llm-based-ci-pipeline-code-generator-for-dsci", "title": "LLM based CI pipeline code generator for DSCI", "summary": "DSCI, a self-hosted Git and CI server, now offers an LLM-based pipeline code generator that produces CI configurations from natural-language requests, according to a post on Hacker News. Users submit a prompt such as \"Build DSCI pipeline for typical Python project with pytest unit tests and code coverage more then X\" to the service at dsci.sparrowhub.io:8080, wait less than a minute, then open the latest dsci@* build's artifacts to read answer.md. The post lists example outputs for a Python/pytest/coverage pipeline and a Golang pipeline with unit tests, coverage, and Docker image push.", "body_md": "DSCI is a dead simple CI - self hosted Git and CI server included.\n\nUse this link - http://dsci.sparrowhub.io:8080/repo/test1.git\n\nTo build pipeline for your requirements, just say something:\n\nBuild DSCI pipeline for typical Python project with pytest unit tests and code coverage more then X\n\nYou can do more than that. AI agent is smart enough to nail it down for you.\n\nOnce your request is queued wait for less then minute, go to builds pages, pickup latest dsci@* build, go to arifacts and finally view your answer.md\n\nExamples:\n\nPython+pytest+coverage - http://dsci.sparrowhub.io:8080/file_view/dsci/1c9fb55.1789570454/answer.md\n\nGolang+unit tests+ coverage + docker image push - http://dsci.sparrowhub.io:8080/file_view/dsci/1c9fb55.1789570619/answer.md\n\nPS ... and don't waste all my free tokens ))\n\nComments URL: [https://news.ycombinator.com/item?id=49728085](https://news.ycombinator.com/item?id=49728085)\n\nPoints: 1\n\n# Comments: 0", "url": "https://wpnews.pro/news/llm-based-ci-pipeline-code-generator-for-dsci", "canonical_source": "https://news.ycombinator.com/item?id=49728085", "published_at": "2026-09-16 14:59:56+00:00", "updated_at": "2026-09-16 15:15:41.349391+00:00", "lang": "en", "topics": ["ai-tools", "developer-tools", "ai-agents", "generative-ai"], "entities": ["DSCI", "SparrowHub", "Hacker News", "pytest", "Golang", "Docker"], "alternates": {"html": "https://wpnews.pro/news/llm-based-ci-pipeline-code-generator-for-dsci", "markdown": "https://wpnews.pro/news/llm-based-ci-pipeline-code-generator-for-dsci.md", "text": "https://wpnews.pro/news/llm-based-ci-pipeline-code-generator-for-dsci.txt", "jsonld": "https://wpnews.pro/news/llm-based-ci-pipeline-code-generator-for-dsci.jsonld"}}