observer

Open-source observability and telemetry platform for analyzing and grading LLMs

A new way for AI to search for data

View on GitHub

3GitHub stars

Python, TypeScript

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit c91f7c6ade (2026-10-16).

Selected work

Jose Daniel
@josedaniel-dev

“reliable SDK export, idempotent batch, ingest health an…”. 16 files, 685 lines in sdk, backend, dashboard.

Licence

The repository

Apache-2.0

Checked by a person at the pinned commit.

The XERJ corpus

Apache-2.0, with credit

The author agreed by email on 2026-10-17. Same terms as the repository. Answers name the repo, the commit and the file:line.

in licence reviewnot in the hub yetsuggested use: adapt with attribution

Example questions

What does sdk do in observer?

The prompt

Paste it into your AI agent. It clones Magic-Lab-Studio/observer at the pinned commit and indexes it on your machine.

Search the GitHub repository Magic-Lab-Studio/observer with XERJ (https://hub.xerj.org/corpus/magic-lab-studio--observer).
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/Magic-Lab-Studio/observer observer && git -C observer checkout c91f7c6ade9817aa73c5f825c20b99b7f5dde2d5
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./observer --url http://127.0.0.1:9200 --prefix observer --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.

Jose Daniel Operations and SRE corpora

Selected work and consent: the XERJ registry.