> ## Documentation Index
> Fetch the complete documentation index at: https://docs.roe-ai.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Release 1.0.84

> Workflow builder upgrades, new MCP and connector capabilities, stronger audit visibility, and reliability improvements across agents and APIs.

**June 14, 2026**

This release sharpens workflow building, expands MCP and connector support, and improves visibility into workspace activity. It also adds model and security updates while making agent runs and document-heavy workflows more reliable.

## What's new

* <span className="rn-tag rn-tag-agents">Agents</span> Job sidebar filters now support disposition filtering. A Remember toggle can also save filters per agent across reloads.
* <span className="rn-tag rn-tag-agents">Agents</span> Browser Use runs are more resilient. Timeouts, heartbeats, and trace views were improved for long-running browser tasks.
* <span className="rn-tag rn-tag-agents">Agents</span> Large PDF extraction is more reliable. Page selection now runs in smaller windows to stay within execution time limits.
* <span className="rn-tag rn-tag-agents">Agents</span> Research workflows now fail cleanly on invalid structured output. Roe validates and repairs schema mismatches before returning results.
* <span className="rn-tag rn-tag-agents">Agents</span> SQL context sources now include table descriptions in agent instructions. Agents get better context about the data they can query.
* <span className="rn-tag rn-tag-platform">Platform</span> Organization context now lives in the URL path. Org-specific pages are easier to share, bookmark, and navigate.
* <span className="rn-tag rn-tag-integrations">Integrations</span> Custom MCP connectors are now supported. Roe can connect to external MCP servers and expose their tools to agents.
* <span className="rn-tag rn-tag-integrations">Integrations</span> Custom MCP connections now show a live tools list. You can inspect tool details and filter enabled tools from the connector page.
* <span className="rn-tag rn-tag-integrations">Integrations</span> Snowflake connectors now support key pair authentication. Programmatic access token auth remains available.
* <span className="rn-tag rn-tag-integrations">Integrations</span> SharePoint triggers are more durable. Roe now handles subscription lifecycle events and supports multiple document libraries per agent on the same connection.
* <span className="rn-tag rn-tag-qa">QA</span> Dataset uploads now deduplicate new files more reliably. Re-uploads and restore flows are handled more safely.
* <span className="rn-tag rn-tag-qa">QA</span> Streamed web document uploads for PDF extraction are more reliable. Large uploads now complete cleanly and failed partial uploads are cleaned up.
* <span className="rn-tag rn-tag-dashboard">Dashboard</span> Billing now shows a daily usage meter with a live reset countdown. Daily limits are clearer in Settings.
* <span className="rn-tag rn-tag-dashboard">Dashboard</span> Usage reporting for workflows is more accurate. Workflow costs now roll up correctly without double-counting orchestrator overhead.
* <span className="rn-tag rn-tag-dashboard">Dashboard</span> Activity Log is live in Settings. Workspace actions across agents, connections, triggers, webhooks, and related resources are now easier to review.
* <span className="rn-tag rn-tag-api">API</span> Roe MCP OAuth is now enabled for shared staging and production environments. The consent flow also works better for users with many organizations.
* <span className="rn-tag rn-tag-api">API</span> Roe MCP adds direct ChatGPT file upload tools for CSV and PDF inputs. ChatGPT files can now be uploaded into Roe tables or datasets with durable file references.
* <span className="rn-tag rn-tag-api">API</span> Roe MCP get\_help now includes a workflows topic. AI clients get the workflow authoring contract directly in the MCP surface.
* <span className="rn-tag rn-tag-api">API</span> OpenAPI and SDK contracts were tightened across the public API. Generated clients now reflect auth, request shapes, enums, and error responses more accurately.
* <span className="rn-tag rn-tag-api">API</span> Async agent run APIs now return the correct 404s for missing agents and honor the requested agent version. Rate limit responses also now use 429 only for real throttling.
* <span className="rn-tag rn-tag-models">Models</span> Claude Fable 5 is now available in Roe. Azure model routing also adds support for the US North Central region.
* <span className="rn-tag rn-tag-security">Security</span> Security updates shipped across Roe services. Known dependency vulnerabilities in the app and API stack were patched.
* <span className="rn-tag rn-tag-workflows">Workflows</span> Workflow Builder now supports nested field selection and If-node pass-through. Complex mappings and conditions are easier to build without workarounds.
* <span className="rn-tag rn-tag-workflows">Workflows</span> Workflow Builder nodes now link directly to the underlying agent. Execution traces also link back to agents for faster debugging.
* <span className="rn-tag rn-tag-workflows">Workflows</span> Workflow runs are more reliable under load. Orchestrator child jobs now respect concurrency limits and use idempotent job creation to prevent duplicate runs on retries.