> For the complete documentation index, see [llms.txt](https://docs.layerlens.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.layerlens.ai/10.-integrate-connect-your-stack/10-integrate.md).

# Integrations landing

Stratix integrations — platform integrations (Stratix Premium), SDK auto-instrumentation (stratix-python), CI/CD, BYOK.

Stratix integrates with your AI stack at three layers:

1. **Platform integrations** — configurable from Premium Settings → Integrations
2. **SDK auto-instrumentation** — drop-in instrumentation for LLM providers via `layerlens.instrument`
3. **CI/CD and BYOK** — operational integrations

## Platform integrations

Configurable from **Premium → Settings → Integrations**:

* **Langfuse** — connect an existing Langfuse instance to ingest trace data into your Stratix workspace
* **BYOK custom models** — register OpenAI-compatible endpoints (also surfaced under the Models page) — see [BYOK custom models](/5.-select-pick-the-model/byok-custom-models.md)

## SDK auto-instrumentation

The `stratix-python` SDK's `layerlens.instrument` package wraps LLM provider clients to emit traces automatically.

**Production adapters with live integration tests:**

* [OpenAI](/10.-integrate-connect-your-stack/provider-openai.md) — chat completions, embeddings, tool-use, streaming
* [Anthropic](/10.-integrate-connect-your-stack/provider-anthropic.md) — Messages API, multi-turn, cache metadata, streaming

**Available via SDK extras (drop-in instrumentation):**

| Provider         | Install                                            |
| ---------------- | -------------------------------------------------- |
| OpenAI           | `pip install 'layerlens[providers-openai]'`        |
| Anthropic        | `pip install 'layerlens[providers-anthropic]'`     |
| Azure OpenAI     | `pip install 'layerlens[providers-azure-openai]'`  |
| AWS Bedrock      | `pip install 'layerlens[providers-bedrock]'`       |
| Google Vertex AI | `pip install 'layerlens[providers-google-vertex]'` |
| Cohere           | `pip install 'layerlens[providers-cohere]'`        |
| Mistral          | `pip install 'layerlens[providers-mistral]'`       |
| Ollama           | `pip install 'layerlens[providers-ollama]'`        |
| LiteLLM          | `pip install 'layerlens[providers-litellm]'`       |

For canonical sample code, see [`samples/integrations/`](https://github.com/layerlens/stratix-python/tree/main/samples/integrations) — manual trace upload (`openai_traced.py`, `anthropic_traced.py`) and zero-code auto-instrumentation (`openai_instrumented.py`, `langchain_instrumented.py`).

For frameworks beyond what the canonical SDK samples cover, the [`samples/instrument/`](https://github.com/layerlens/stratix-python/tree/main/samples/instrument) directory and SDK `pyproject.toml` extras list the adapter surface that ships with the SDK.

## Auto-instrumentation primitives

For pipelines without a dedicated provider adapter, use the manual primitives:

```python
from layerlens.instrument import trace, span

@trace
def run_pipeline(query: str):
 with span("retrieval"):
 chunks = retrieve(query)
 with span("llm-call"):
 return llm_call(query, chunks)
```

## CI/CD

* [GitHub Actions](/6.-build-wire-your-code/cicd-github-actions.md) — drop-in workflow file ships in the SDK at `samples/cicd/github_actions_gate.yml`
* [GitLab CI](/6.-build-wire-your-code/cicd-gitlab.md)
* [Buildkite](/6.-build-wire-your-code/cicd-buildkite.md)
* [Containerized CI (Dockerfile)](/6.-build-wire-your-code/containerized-ci.md)

## Notifications

Notifications are configured in **Premium → Settings → Notifications**. In-app and email subscriptions support:

* Evaluation completion
* Trace evaluation threshold crossing
* GEPA optimization completion
* ECU low-balance warnings
* Org events (invitations, role changes)
* Billing events

For routing notifications to Slack or PagerDuty, customers route their own webhooks from notification events to chat / alerting platforms. See [Cookbook: Slack notification routing](/6.-build-wire-your-code/integration-slack.md) and [PagerDuty escalation](/6.-build-wire-your-code/integration-pagerduty.md) for shaped patterns.

## Partner clouds (BYOK / OpenAI-compatible)

Any OpenAI-compatible endpoint works via `client.models.create_custom(...)`:

* [Fireworks AI](https://github.com/LayerLens/gitbook-full/blob/main/10-integrate/partner-fireworks.md)
* [Nebius](https://github.com/LayerLens/gitbook-full/blob/main/10-integrate/partner-nebius.md)
* [SambaNova](https://github.com/LayerLens/gitbook-full/blob/main/10-integrate/partner-sambanova.md)
* [MLflow gateway](https://github.com/LayerLens/gitbook-full/blob/main/10-integrate/partner-mlflow.md)

## Where to next

* [SDK auto-instrumentation samples](https://github.com/layerlens/stratix-python/tree/main/samples/integrations)
* [BYOK custom models](/5.-select-pick-the-model/byok-custom-models.md)
* [Workflow: Instrument](/9.-improve-tune-the-system/workflow.md)