Ronald Ramos
Ronald Ramos'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 @ronaldbit 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 xpeed corpus
xpeed-sh/xpeed: xpeed-sh/xpeed (Rust)
- Reuse a worked example: the commit “vs0.10.8” (17 files · Rust, Python).
- Answer from xpeed's real Rust source instead of memory (API design and specification).
- Where does xpeed handle “vs0.10.8”?
- What does src do in xpeed?
Search the GitHub repository xpeed-sh/xpeed with XERJ (https://hub.xerj.org/corpus/xpeed-sh--xpeed). 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/xpeed-sh/xpeed xpeed && git -C xpeed checkout 9872552cb72ec37654af34254a9d06dfaf070060 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./xpeed --url http://127.0.0.1:9200 --prefix xpeed --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 xpeed-sh--xpeed · API design and specification
Related corpora: ibm-openapi-validator, zalando-restful-api-guidelines, digitalocean-openapi, openapi-moonwalk
Search an OpenAPI spec from an agent · Case study: reference coding for agents
Selected work
xpeed-sh/xpeed
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/ronaldbit)
Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.