# September 9

## **AI Pair Programmer**

### **LLM Connector updates**

The **LLM connector** received new capabilities and several usability improvements, including:

* Support for the Azure OpenAI provider.
* New configuration parameters to adjust creativity and variety.
* Configurable response format in JSON mode or Structured Outputs (JSON Schema).
* Added token usage metrics in the LLM response object (Input, Output and Total Token usage)

These updates guarantee flexibility, scalability, reliability integration with downstream systems, and more response control, adapting the outputs to your needs.

<a href="https://app.gitbook.com/s/EKM2LD3uNAckQgy1OUyZ/connectors/ai-tools/llm" class="button primary">See details</a>

<figure><img src="https://4091659634-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FE9x0KHkAmxzJGlYPs9aE%2Fuploads%2F9wZs6K47EnkEZoohukyK%2Fllm-connector-en.gif?alt=media&#x26;token=5408eed3-a82f-443e-8ccf-770a3ba4c188" alt=""><figcaption></figcaption></figure>

## Connectors

### New connector: Marketo

The **Marketo** connector enables integrations with [Marketo’s marketing automation software](https://experienceleague.adobe.com/en/docs/marketo/using/getting-started/what-is-adobe-marketo-engage), allowing you to:

* Create, update, or search leads.
* Manage campaigns.
* Track lead activities such as email opens or form submissions.
* Export marketing reports and metrics.

All this within your pipelines through secure OAuth authentication.

<a href="https://app.gitbook.com/s/EKM2LD3uNAckQgy1OUyZ/connectors/industry-solutions/marketo" class="button primary">Read the documentation</a>

<figure><img src="https://4091659634-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FE9x0KHkAmxzJGlYPs9aE%2Fuploads%2F7Ljn6MzQFlC62E9UXoyR%2Fmarketo-en.gif?alt=media&#x26;token=37019893-92fc-4c13-87d5-747a6590dd0f" alt=""><figcaption></figcaption></figure>

## Documentation

We’ve produced the following documentation:

* [How to run a load test in Digibee](https://app.gitbook.com/s/aD6wuPRxnEQEsYpePq36/best-practices/load-test)

## Bug fixes

* **Invalid alerts created without a selected pipeline:** We fixed a bug that allowed saving alerts without selecting a valid pipeline when the “All pipelines” toggle was disabled. Pipeline selection is now required to prevent invalid alerts.
* **Missing `pipelineKey` filter in logs search:** We fixed a bug where the `pipelineKey` query parameter was not applied to the pipeline logs search when navigating from execution details to view all logs, leading to incomplete results.
* **Incorrect “Error” status in Run tab:** We fixed a bug where the Run tab showed “Error” status for pipelines that were working correctly.
* **Double Braces not working with the Object Store connector:** We fixed a bug where some Object Store connector configuration fields didn’t work properly when using Double Braces.
* **`CONCAT` function not working with TAB character:** We fixed a bug that prevented the `CONCAT` function from working when the TAB character was used. Now, the `\t` character is replaced by a space.
* **Account parameter not applied in REST V2 connector:** We fixed a bug that caused the REST V2 connector to list all realm accounts in the dropdown instead of only the accounts defined by the parameter.
* **Connector mocks not saved:** We fixed a bug that prevented connector mocks from being saved when configured in the BR and US clusters.