Bradley Smith
Bradley Smith'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 @madbradsmith 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 DUMEdb corpus
madbradsmith/DUMEdb: DUME Studio. A Persistent Memory MCP and Database
- Look up how DUMEdb implements database-management, mcp, with answers cited to file and line.
- Reuse a worked example: the commit “add in-modal local folder navigator for directory hydration…” (5 files · JavaScript, Python).
- Answer from DUMEdb's real JavaScript source instead of memory (Databases and storage engines).
- How does DUMEdb implement database-management?
- What does data do in DUMEdb?
Search the GitHub repository madbradsmith/DUMEdb with XERJ (https://hub.xerj.org/corpus/madbradsmith--dumedb). 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/madbradsmith/DUMEdb DUMEdb && git -C DUMEdb checkout fb5d0fd6dfa9b8a2adb69eec938ec9f3350d3652 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./DUMEdb --url http://127.0.0.1:9200 --prefix dumedb --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 madbradsmith--dumedb · Databases and storage engines
Related corpora: cloudnative-pg, ntgcorp/ntj_fact, fluxdb-alt/fluxDB
Case study: reference coding for agents
Selected work
madbradsmith/DUMEdb
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/madbradsmith)
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.