Yasin Büyüktepe
Yasin Büyüktepe'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 @Yasou13 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 MESA corpus
Yasou13/MESA: An asynchronous memory engine for enterprise AI agents, statistically minimizing hallucinations via dual-LLM consensus
- Look up how MESA implements emr, llm, zero-trust, with answers cited to file and line.
- Reuse a worked example: the commit “close planner input and citation gaps” (3 files · Python).
- Answer from MESA's real Python source instead of memory (AI, prompts and agents).
- Where does MESA handle “close planner input and citation gaps”?
- How does MESA implement emr?
- What does tests do in MESA?
Search the GitHub repository Yasou13/MESA with XERJ (https://hub.xerj.org/corpus/yasou13--mesa). 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/Yasou13/MESA MESA && git -C MESA checkout c26d58c179b40d39ddc15b24eb31442304858841 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./MESA --url http://127.0.0.1:9200 --prefix mesa --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 yasou13--mesa · AI, prompts and agents
Related corpora: adalflow, simonw-llm, jzjzzzzzzz/agent-me, previously-lab/agent
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
Yasou13/MESA
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/Yasou13)
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.