Shardul Kulkarni
Shardul Kulkarni'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 @shardulkulkarni14 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 honestapply corpus
shardulkulkarni14/honestapply: The job-application agent that presses Submit, and can prove why that is safe. Local-first: scores, tailors, writes the letter, fills and…
- Look up how honestapply implements agentic-ai, ai-agents, anthropic, with answers cited to file and line.
- Reuse a worked example: the commit “Arbeitsagentur as source only, employer-board lookup,…” (18 files · Python).
- Answer from honestapply's real Python source instead of memory (AI, prompts and agents).
- How does honestapply implement agentic-ai?
- What does src/honestapply do in honestapply?
Search the GitHub repository shardulkulkarni14/honestapply with XERJ (https://hub.xerj.org/corpus/shardulkulkarni14--honestapply). 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/shardulkulkarni14/honestapply honestapply && git -C honestapply checkout 40ccb5d9d0ce23ca2bb563426bd9b7bdbb81908c 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./honestapply --url http://127.0.0.1:9200 --prefix honestapply --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 shardulkulkarni14--honestapply · AI, prompts and agents
Related corpora: dunorth595--ai-agent-chat, dunorth595--ai-agent-memory, career-ops-hq/career-ops, Borstwerk/KI-Regeln
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
shardulkulkarni14/honestapply
The job-application agent that presses Submit, and can prove why that is safe. Local-first: scores, tailors, writes the letter, fills and submits the form, with fabrication and submission guards enforced in code
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/shardulkulkarni14)
Included with the author's permission (email, 2026-10-26), 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.