Ranga Nirmal
Ranga Nirmal'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 @rangaNP 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 early-browser corpus
earlybrowser/early-browser: A native macOS browser that takes tabs seriously, and itself a little less so
- Look up how early-browser implements macos, swift, vertical-tabs, with answers cited to file and line.
- Reuse a worked example: the commit “add persistent Spaces and validated organization operations” (12 files · Swift).
- Answer from early-browser's real Swift source instead of memory (Web and frontend platform).
- Where does early-browser handle “add persistent Spaces and validated organization operations”?
- How does early-browser implement macos?
- What does Tests do in early-browser?
Search the GitHub repository earlybrowser/early-browser with XERJ (https://hub.xerj.org/corpus/earlybrowser--early-browser). 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/earlybrowser/early-browser early-browser && git -C early-browser checkout ef90a17f067f15371b99439be8d9e0dc38dc6a3d 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./early-browser --url http://127.0.0.1:9200 --prefix early-browser --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: MPL-2.0. Read it for the approach only, do not copy code.
corpus earlybrowser--early-browser · Web and frontend platform
Related corpora: swift-book, mkcert, thsnkhn/harbor, yahorbarkouski/screencap
Case study: reference coding for agents
Selected work
earlybrowser/early-browser
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/rangaNP)
Included with the author's permission (email, 2026-10-18), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.