Nisanth Chunduru
Nisanth Chunduru'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 @nisanthchunduru 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 mirrorball corpus
heysanil/mirrorball: A dead-simple, native SSH port-forward manager for macOS: Swift + SwiftUI
- Look up how mirrorball implements developer-tools, macos, menubar, with answers cited to file and line.
- Reuse a worked example: the commit “hide Dock icon when the last window closes” (6 files · Swift).
- Answer from mirrorball's real Swift source instead of memory (Web and frontend platform).
- Where does mirrorball handle “hide Dock icon when the last window closes”?
- How does mirrorball implement developer-tools?
- What does Tests do in mirrorball?
Search the GitHub repository heysanil/mirrorball with XERJ (https://hub.xerj.org/corpus/heysanil--mirrorball). 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/heysanil/mirrorball mirrorball && git -C mirrorball checkout 19ff9f18121fa5fca75a74f5af240f32e63986c9 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./mirrorball --url http://127.0.0.1:9200 --prefix mirrorball --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: GPL-3.0. Read it for the approach only, do not copy code.
corpus heysanil--mirrorball · Web and frontend platform
Related corpora: harper, vanguard-context-burn, ReffWu/toknotch, tr0drigues/TactileBar
Case study: reference coding for agents
Selected work
heysanil/mirrorball
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
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/nisanthchunduru)
Included with the author's permission (email, 2026-10-29), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.