> ## 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 1.0.85

> Faster job views, stronger public API and MCP coverage, and major upgrades to knowledge base and workflow tooling.

**June 20, 2026**

This release focuses on speed and scale across agent operations, plus broader public API and MCP capabilities. It also adds new knowledge base workflows, better batch exports, and stronger security protections.

## What's new

* <span className="rn-tag rn-tag-agents">Agents</span> Knowledge Base is now a first-class product area with draft, create, and detail views for building and refining lenses.
* <span className="rn-tag rn-tag-agents">Agents</span> Knowledge Base capabilities now plug into AML and fraud workflows through a reusable subagent. Typology investigation is more complete and returns richer evidence summaries.
* <span className="rn-tag rn-tag-agents">Agents</span> Browser Use recordings now open directly on the target site. Session videos skip the watermarked landing page at the start.
* <span className="rn-tag rn-tag-agents">Agents</span> Reference images from web analysis and browser tasks now render reliably in job results. Access is validated from the job itself instead of browser headers.
* <span className="rn-tag rn-tag-agents">Agents</span> Large PDFs now process in parallel page windows. Extraction is faster and more reliable on long documents.
* <span className="rn-tag rn-tag-agents">Agents</span> Agent planning uses fewer back-and-forth calls. Planning-enabled investigations run with less overhead.
* <span className="rn-tag rn-tag-platform">Platform</span> Agent job lists and metrics load faster at high volume. Roe now uses bounded history windows and feed-style pagination to keep large job histories responsive.
* <span className="rn-tag rn-tag-platform">Platform</span> Job details now show who started the run. Creator information appears in job lists, job detail views, and workflow result pages.
* <span className="rn-tag rn-tag-platform">Platform</span> Large integer IDs in workflow inputs now display exactly as entered. Roe preserves full precision for long alert and case identifiers.
* <span className="rn-tag rn-tag-integrations">Integrations</span> Exa deep research now uses the current search flow and supports structured output more consistently. Research and answer calls align better with Exa’s latest API.
* <span className="rn-tag rn-tag-integrations">Integrations</span> Merchant risk workflows now use the Resellbot API directly for seller revenue data. This removes a browser step and makes the lookup more direct.
* <span className="rn-tag rn-tag-qa">QA</span> Batch export links now open in the correct organization context. Shared CSV and JSON exports land on the right job view.
* <span className="rn-tag rn-tag-qa">QA</span> Self-hosted Browser Use runs now track cost correctly. Execution traces show more accurate per-step and total usage.
* <span className="rn-tag rn-tag-qa">QA</span> PDF cleanup now removes sticky-note comments without stripping stamps or free-text content. Annotated files preserve the content users expect to keep.
* <span className="rn-tag rn-tag-dashboard">Dashboard</span> Diagnostics reruns now let you choose the agent version explicitly. New diagnostic runs also default to the current version.
* <span className="rn-tag rn-tag-dashboard">Dashboard</span> Diagnostic report text now renders in monospace where needed. Inline code, quotes, and markdown are easier to read.
* <span className="rn-tag rn-tag-api">API</span> Agent context sources are now available through the API and Roe MCP. You can list a source’s read-only operations and call them directly.
* <span className="rn-tag rn-tag-api">API</span> Public API access to job artifacts now supports result-only retrieval. The endpoint returns just the result payload and strips internal metadata and usage details.
* <span className="rn-tag rn-tag-api">API</span> Custom MCP connectors now support skill sections. You can upload or paste reusable guidance that gets added to agent instructions when that connector is used.
* <span className="rn-tag rn-tag-api">API</span> The v1 agent cancel-all endpoint now runs asynchronously. Large cancellation requests return quickly and continue in the background.
* <span className="rn-tag rn-tag-api">API</span> Roe’s public SDK surface is broader and more complete. More allowlisted operations now have first-class client methods across supported SDKs.
* <span className="rn-tag rn-tag-security">Security</span> Dataset file access is more tightly scoped to the right organization. Download and image retrieval paths now enforce stronger authorization checks.
* <span className="rn-tag rn-tag-security">Security</span> Sensitive OTP values are no longer written to logs.
* <span className="rn-tag rn-tag-security">Security</span> Security patches shipped across Roe services and frontend dependencies. This release includes fixes for newly disclosed vulnerabilities.
* <span className="rn-tag rn-tag-workflows">Workflows</span> Workflow inputs are available everywhere in the orchestration canvas. The Workflow Inputs card now stays visible while building mappings and conditions.
* <span className="rn-tag rn-tag-workflows">Workflows</span> Workflow orchestrations handle large fanouts and loops more efficiently. Roe now batches preparation work and shards large loop bodies to keep big runs stable.
* <span className="rn-tag rn-tag-workflows">Workflows</span> Batch runs can now be exported as CSV from the job sidebar. The export includes original batch inputs, status, and agent results for each row.