Source: https://seerepo.com/r/comet-ml/opik
Markdown source: https://seerepo.com/r/comet-ml/opik.md
Description: comet-ml/opik is a Python repo with 1,680,031 lines written. opik is built with FastAPI, JAX-RS, Flask, and 7 more and uses Redis, MySQL, OpenAI, and 5 more.

# What's inside comet-ml/opik

comet-ml/opik is a Python repo with 1,680,031 lines written. opik is built with FastAPI, JAX-RS, Flask, and 7 more and uses Redis, MySQL, OpenAI, and 5 more. AI signed 19.7% of the 7,898 commits of opik.

Its description on GitHub: “Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.”

Python · Apache-2.0 · 23,166 stars · GitHub: https://github.com/comet-ml/opik

Read on November 4, 2026, at commit df61dd2.

## More on this repo

- [What is opik built with?](https://seerepo.com/r/comet-ml/opik/built): opik is built with FastAPI, JAX-RS, Flask, and 7 more and uses Redis, MySQL, OpenAI, and 5 more.
- [How much of opik did AI write?](https://seerepo.com/r/comet-ml/opik/ai): AI signed 19.7% of the 7,898 commits of opik.

## In figures

- 1,680,031 lines written: The ones people and agents wrote: product, tests, schemas and tooling. Generated code doesn’t count.
- 7,878 files: The product’s, not counting tests.
- 2,703 test files: The files that test the code.
- 93 technologies: Each service with the file and line that prove it.

SeeRepo read the facts in its code and kept none of it. AI only helps sort its packages and folders by their names, and never sees its code.

## Frequently asked questions

### What is comet-ml/opik?

comet-ml/opik is a Python repo with 1,680,031 lines written. Its description on GitHub: “Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.”

The proof: [its page on GitHub](https://github.com/comet-ml/opik)

### What is opik built with?

opik is built with FastAPI, JAX-RS, Flask, and 7 more and uses Redis, MySQL, OpenAI, and 5 more.

The proof: [each service with its file and line](https://seerepo.com/r/comet-ml/opik/built)

### How much of opik did AI write?

AI signed 19.7% of the 7,898 commits of opik.

The proof: [the commits each tool signed](https://seerepo.com/r/comet-ml/opik/ai)

### What license does opik have?

opik is released under the Apache-2.0 license.

The proof: [its page on GitHub](https://github.com/comet-ml/opik)

### How many stars does opik have on GitHub?

opik had 23,166 stars on GitHub on November 4, 2026.

The proof: [its page on GitHub](https://github.com/comet-ml/opik)

## Add this badge to your README

It links to this page and updates itself each time SeeRepo reads the repo.

```markdown
[![comet-ml/opik on SeeRepo](https://seerepo.com/badge/comet-ml/opik.svg)](https://seerepo.com/r/comet-ml/opik?de=insignia)
```

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.