> For the complete documentation index, see [llms.txt](https://docs.uptiq.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.uptiq.ai/release-notes/2026/october-4.md).

# October 4

What's New in QORE

> *We're excited to roll out this release, bringing a unified AI Gateway for every agent, an Operator that runs on a schedule, and stronger sign-in, evaluation, and knowledge management capabilities.*
>
> *Here's everything that's new.*

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## <i class="fa-shield-halved">:shield-halved:</i> Platform & Governance

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#### AI Gateway for agents

* **Every agent call goes through the** [AI Gateway](/control-center/ai-gateway/how-model-routing-works.md#what-routes-through-the-gateway): chat, reasoning, tool calls, document classification, summaries, conversation titles, and knowledge queries.
* **Model families:** OpenAI and Gemini in production. Other model families are on Dev and RC only.

<div align="left"><figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-51a4a969ad3add5f2b9957d41ba292c1b2e6b981%2Fchrome_vhvA8sSTzh.png?alt=media" alt=""><figcaption></figcaption></figure></div>

* **One place for model control:** each tenant's enabled models, usage tracking, and provider error handling are applied in one place.

> **Picture this:** A prospect asks who controls which models teams can use. The answer is one place, not one per agent.

#### Smarter model routing and outage recovery

* The [AI Gateway](/control-center/ai-gateway/how-model-routing-works.md#when-a-call-cant-be-served-first-time) routes and recovers based on the required output format.
* When a provider is overloaded or down, users see a plain message.
* Retries no longer pile up.
* *Why it matters:* when a provider has a bad day, users get a clear message instead of a spinning wheel.

#### Sign-in and access

* [Microsoft SSO and Entra ID](/control-center/admin/single-sign-on.md) support, with directory support.
* [RBAC revamp](/control-center/admin/roles.md), with capabilities.

<figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-3d55fc6734cfdbc487c5e06ca00afab841a38696%2Fchrome_znLF3v8UA8.png?alt=media" alt=""><figcaption></figcaption></figure>

* [Authentication tab on agents](/console/agent-builder/deploy/authentication-1.md): builders can require callers to sign in through Microsoft Entra or Google.
* Embedded chat widgets can pass the end user's sign-in token, or users can enter it with the new [Setup Identity Token](/console/agent-builder/deploy/authentication-1.md#setup-identity-token) button *(available on request)*.

> **Picture this:** An internal HR assistant only people signed in through the company's identity provider can use.

#### Visibility and control

* [Pinned projects](/console/projects.md#pin-a-project): pin the projects you use most often, so you can resume work on them every time.
* [Stopping a system agent](/control-center/govern/agent-controls.md#stop-a-system-agent) now also stops every run and helper agent it started.
* New [Connectors](/control-center/govern/connectors.md) page in Control Center:
  * Tabs: **Integrations**, **MCP Servers**, **Platform Skills**.
  * Next release target → shows which agent uses each one, with filtering and search.
* [Embedding Logs](/control-center/observe/llm-logs.md#embedding-logs) in LLM Logs record every call to an embedding model.

#### Agent export by email

* [Large exports](/console/agent-builder/deploy/export-agent.md) used to time out in the browser.
* Now you get an email with a download link, plus any export warnings.
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## <i class="fa-people-group">:people-group:</i> Operator

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[Operator](/core-concepts/operator.md) runs and manages complex work across the platform.

#### Automation

* [Schedule triggers](/console/console-operator/schedules.md): run an Operator daily, hourly, and so on, with no manual start.

  > **Picture this:** A recurring task kicks off every morning before the team logs in.

<figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-32353894421e76d17dede5f81a03772189dccb04%2Fchrome_9UxD5hLdhj.png?alt=media" alt="" width="347"><figcaption></figcaption></figure>

* **Long-running builds in the background:**
  * App Builder and Knowledge Builder tasks run as tracked background tasks, not one call that can time out.
  * The Operator shows progress and picks up the result when the task finishes.

#### Staying in control

* [Gates](/console/console-operator/gates.md) in the top bar of Console and Control Center:
  * Lists every conversation you started that stopped to ask a question or for permission.
  * Nothing waiting on you gets lost in chat history.
* **File uploads in Ask User:** an agent can ask you to upload a file as your answer, and these show up in Gates.
* [Per-message model and effort choice](/console/console-operator.md): applies to that message only, not the whole conversation.

#### Connections

* [**List integrations tool**](/console/console-operator/agents-and-connections.md)**:** the Operator can list available and connected integrations, and tells you which connection to switch on or connect when it lacks a tool.
* Connection selection in the Operator composer and dashboard input.

#### More Operator capabilities

* **Account Management MCP:** manage the platform account from the Operator.
* **Doc Template** create, read, update, and delete support in Operator tools.
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## <i class="fa-robot">:robot:</i> Agents & Builders

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#### MCP connections

* [Connect MCP servers](/console/agent-builder/build/mcp-tools.md) with [OAuth client credentials (M2M)](/console/agent-builder/build/mcp-tools.md#connect-with-client-credentials), with no user sign-in needed.
* One badly shaped tool no longer breaks the whole server connection.
* The per-user sign-in link now shows up in chat while the tool runs.

#### Agent Builder and Flow Builder

* [Agent Builder and Flow Builder](/console/agent-builder/the-canvas.md) agents are now on the latest engine ([executor 1.4](/console/agent-builder/build/runtime-and-versioning.md)), the same as user agents, with newer capabilities and model support.
* **Export App** and **Export Agent** moved to the right-panel header.
* Chats are saved in chat history, so you can start a new chat on the same agent while retaining the past conversation.
* Redesigned Agent Builder header with **Flow** and **Overview** tabs.
* New **Report Issue** action in the chat header.

<figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-ca8dc9638711c77c4ee66405be291140fa01e523%2Fchrome_WSHeoWWDas.png?alt=media" alt=""><figcaption></figcaption></figure>

#### New agent capabilities

* The agent that builds agents now has [Knowledge Builder agent skills](/console/agent-builder/build/attaching-knowledge-to-an-agent.md).
* [Knowledge Graph Search](/console/agent-builder/build/attaching-knowledge-to-an-agent.md#attaching-a-governed-graph) skill for agents, to query a governed graph.
* New **Platform Q\&A agent**, backed by the GitBook documentation.

#### Fixes

<details>

<summary>View agent and builder fixes</summary>

* Importing an agent no longer fails because of an integration config in a different project.
* Agents with deprecated features and agent-attached knowledge now import and export correctly.
* A conversation no longer gets stuck when an agent's question to the user is lost.
* A brief error no longer flashes when switching an agent's executor version.

</details>
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## <i class="fa-scale-balanced">:scale-balanced:</i> Evaluations & Human Review

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[Evaluations and Human Review](/control-center/evals.md) help teams measure agent quality and review outcomes.

#### Offline evals

* [Build an offline eval dataset](/console/agent-builder/test/evals.md) from an uploaded document, on a new in-page creation screen.

  > **Picture this:** Upload a document and provide the test cases. You can also create auto-generated test cases using AI.

<figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-30fa15828bc08821f8f6aaaf707e8403f99f2761%2Fchrome_oGvHs5UMkE.png?alt=media" alt=""><figcaption></figcaption></figure>

#### Online evals

* [Online evals](/control-center/evals/online-eval.md) include [faithfulness evaluation](/control-center/evals/evaluators.md). It checks whether the agent's answer stays true to source documents and tool results, and flags made-up content.

  > **Picture this:** A direct answer to “How do we know the agent isn't making things up?”
  > {% endcolumn %}
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#### Runs and scores

* **Per-evaluator runs with Pending and Failed states:**
  * Each evaluator gets its own run.
  * See queued, running, completed, and failed evaluations, not just finished scores.
  * A failed run shows its reason.
  * New **Runs** tab in **Control Center → Online Eval**.
  * Project filter on **Scores** and **Runs**, so agents with the same ID in different projects no longer get mixed up.
* **More detail on each score:**
  * Shows the points the judge based its verdict on.
  * Links to the exact conversation judged, in Online Eval and [Human Review](/control-center/evals/human-review.md).
* Assign agents to an evaluator, with clearer on/off controls per agent.
* **Screen polish:** back button in the eval detail header, and a **Scored** column in the Online Eval list.

#### Models and billing

* **Judge models:**
  * The picker lists only models the tenant has enabled in the AI Gateway.
  * Now searchable.
  * Jury models can be mixed across providers.
* **Billing:** online-eval model usage appears on its own line in [Cost Control → Credit Usage → Review credit usage](/control-center/cost-control/credit-usage.md#review-credit-usage).
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## <i class="fa-book-open">:book-open:</i> Knowledge Hub & Knowledge Builder

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[Knowledge Hub and Knowledge Builder](/console/knowledge.md) help teams create, manage, and use governed knowledge.

#### Keeping knowledge current

* [Knowledge Sync and Dataset Auto-Sync](/console/knowledge/sync-and-versions.md).
* Upload new versions of files from Google Drive, OneDrive, SharePoint, and websites to existing datasets.
* Knowledge and file versioning.

  > **Picture this:** A policy document gets updated. Add its new version to the existing dataset instead of starting over.

<figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-7d2b4d62647568fc5c21dc4e272c36ef15d1e9d4%2Fchrome_Q0nWHk1bG5.png?alt=media" alt=""><figcaption></figcaption></figure>

#### Finding and checking content

* [Semantic search](/console/knowledge/datasets.md) on data sources, on the Dataset page and in Knowledge Builder and Agent Builder chat.
* [Preview before sync](/console/knowledge/document-processing.md): summary and raw extraction results in a dataset view with intermediate results.
* New **Preview** tab and **Dataset Sync Ledger** in Knowledge Hub.

#### Ingestion

* [Combine crawled website pages](/console/knowledge/datasets.md) into a single data source.
* Duplicate ingestion issue fixed *(hotfix on 2.15.2)*.
* Google Drive uploads are no longer limited to PDFs.

#### Experience

* Redesigned Knowledge Builder header.
* Content tab aligned to the new design, with table-of-contents scrolling.
* [Knowledge Playground](/console/knowledge/try-knowledge.md) moved to its own page.
* [Govern Graph](/control-center/govern/governed-graph.md): view, download, and rename.

<figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-01db968d3e6f16ba37e92a344b05bab364ab6e58%2Fchrome_r38SPGfoZe.png?alt=media" alt=""><figcaption></figcaption></figure>
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## <i class="fa-swatchbook">:swatchbook:</i> App Builder & Design System

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* [Design System Builder](/console/design-systems.md): new agent and chat session for building design systems.

  * Configured fonts are applied in generated applications.

  * Design system versioning.

  > **Picture this:** Generated apps can follow a customer's own design system, including its fonts.
* **Design System home page** with tables, filters, and font selection.

<figure><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-4d973a0c42a4ddb3e6f6efee7a3fc79ca8a329f2%2Fchrome_fkxJ1yTviY.png?alt=media" alt=""><figcaption></figcaption></figure>

* [App Builder](/console/app-builder.md):
  * Model search, with the default model logo shown.
  * Pagination for Operator App Builder versions.
  * Images rendered inside Markdown messages.
* **Fixes:**
  * Long-running App Builder sessions no longer hang.
  * AI Gateway caching and thought-signature fixes address App Builder hallucinations.
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### <i class="fa-sparkles">:sparkles:</i> Everyday Usability

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* Standardized modal sizes and a same-name menu pattern across builders.
* Tidier spacing and a shared help banner.
* Widgets SDK: **Show More** on long user messages.
* Dark mode on dev and RC only, for the QORE default theme.
  {% endcolumn %}
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### <i class="fa-bug">:bug:</i> Bug Fixes & Security

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* Vulnerability fixes.
* Platform analytics fixes.
  {% endcolumn %}
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{% hint style="success" icon="rocket-launch" %}
We'll continue to expand on these capabilities in upcoming releases.

*Let us know what you think of this upgrade—keep building, and keep the feedback coming!*
{% endhint %}


---

# Agent Instructions
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## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
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```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
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