Kamran Zafar
Kamran Zafar'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 @kamranzafar 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 halyx corpus
halyx-dev/halyx: One Java API for AWS · Azure · GCP
- Look up how halyx implements aws, azure, gcp, with answers cited to file and line.
- Reuse a worked example: the commit “Dependency security fixes, real-cloud regression results, and teardow…” (15 files · shell, Java).
- Answer from halyx's real shell source instead of memory (Operations and SRE).
- How does halyx implement aws?
- What does halyx-samples do in halyx?
Search the GitHub repository halyx-dev/halyx with XERJ (https://hub.xerj.org/corpus/halyx-dev--halyx). 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/halyx-dev/halyx halyx && git -C halyx checkout 6fa11947b6d994e703789fa864760cb90c8e6290 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./halyx --url http://127.0.0.1:9200 --prefix halyx --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 halyx-dev--halyx · Operations and SRE
Related corpora: cloud-custodian, checkov, totoshko88/Cloud_Architecture, opencost/opencost
Operational intelligence with XERJ · Case study: reference coding for agents
Selected work
halyx-dev/halyx
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/kamranzafar)
Included with the author's permission (email, 2026-10-24), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.