Vladimir Steshin
Vladimir Steshin'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 @Vladsz83 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 ignite corpus
apache/ignite: Apache Ignite
- Look up how ignite implements distributed-sql-database, iot, osgi, with answers cited to file and line.
- Reuse a worked example: the commit “IGNITE-29050 Introduce snapshot deletion command” (40 files · Java).
- Answer from ignite's real Java source instead of memory (Databases and storage engines).
- Where does ignite handle “IGNITE-29050 Introduce snapshot deletion command”?
- How does ignite implement distributed-sql-database?
- What does modules/core do in ignite?
Search the GitHub repository apache/ignite with XERJ (https://hub.xerj.org/corpus/apache--ignite). 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/apache/ignite ignite && git -C ignite checkout b1e0e790e9f4d6467591281c0be7250aebf2375d 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./ignite --url http://127.0.0.1:9200 --prefix ignite --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: Apache-2.0. Keep the copyright notice and credit the authors.
corpus apache--ignite · Databases and storage engines
Related corpora: calcite, duckdb, crate/crate, apache/iotdb
Case study: reference coding for agents
Selected work
apache/ignite
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/Vladsz83)
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.