Youssef Laaroussi
Youssef Laaroussi's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @Youssef-Laaroussi appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the MLOpsLite corpus
Youssef-Laaroussi/MLOpsLite: MLOpsLite is a lightweight, open-source, self-hosted MLOps platform for data versioning, experiment tracking, model registry, deployment…
- Reuse a worked example: the commit “add rate limiting, authentication middleware, and update fronte…” (10 files · TypeScript, Python).
- Answer from MLOpsLite's real TypeScript source instead of memory (Operations and SRE).
- What does apps/web do in MLOpsLite?
Search the GitHub repository Youssef-Laaroussi/MLOpsLite with XERJ (https://hub.xerj.org/corpus/youssef-laaroussi--mlopslite). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/Youssef-Laaroussi/MLOpsLite MLOpsLite && git -C MLOpsLite checkout 133ebc3aefca5dbdd349408786ecd372f5d4d795 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./MLOpsLite --url http://127.0.0.1:9200 --prefix mlopslite --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: Apache-2.0. Keep the copyright notice and credit the authors.
corpus youssef-laaroussi--mlopslite · Operations and SRE
Related corpora: freebsd-handbook, how-they-sre, fortio, docker-docs
Operational intelligence with XERJ · Case study: reference coding for agents
Selected work
Youssef-Laaroussi/MLOpsLite
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/Youssef-Laaroussi)
Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.