Faiz Palwala
Faiz Palwala'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 @FaizPalwala 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 breadwinner corpus
FaizPalwala/breadwinner: Local-first, zero-hallucination resume tailoring studio & compiler built in Textual. Deterministic verification, offline Ollama/LM Studio…
- Look up how breadwinner implements anti-hallucination, developer-tools, local-first, with answers cited to file and line.
- Reuse a worked example: the commit “implement JobContract and disk persistence” (4 files · Python).
- Answer from breadwinner's real Python source instead of memory (Web and frontend platform).
- Where does breadwinner handle “implement JobContract and disk persistence”?
- How does breadwinner implement anti-hallucination?
- What does src/breadwinner do in breadwinner?
Search the GitHub repository FaizPalwala/breadwinner with XERJ (https://hub.xerj.org/corpus/faizpalwala--breadwinner). 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/FaizPalwala/breadwinner breadwinner && git -C breadwinner checkout 1a1772f6f5f9774bcda262f4e972c68add6814f4 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./breadwinner --url http://127.0.0.1:9200 --prefix breadwinner --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: MIT. Keep the copyright notice and credit the authors.
corpus faizpalwala--breadwinner · Web and frontend platform
Related corpora: agno, cognita, devYRPauli/looma, mandoof1/agent-chat
Case study: reference coding for agents
Selected work
FaizPalwala/breadwinner
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/FaizPalwala)
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.