What is new in Agent Serve

Docs and whiteboards for teams and their agents

Each Spaces doc switches between a page and a whiteboard. Edit together in real time, comment and @mention teammates, and restore earlier versions.

Database blocks that work with Tables

Add a database block with table and kanban views, then link it to an Agent Serve table or convert it into one.

Chat suggests edits you review

Ask Chat about the doc you are on. Edits it suggests wait until someone accepts or rejects them, and agents act with the same permissions as people.

Organize, share and export

Team and personal spaces with folders, tags, collections, favorites, journals, search and templates. Share with per-doc roles, workspace links or public links that can expire and allow downloads, import Markdown and HTML, and export Markdown, HTML, PNG or PDF. Admins can turn publishing to the web off, and embeds load only from sources an admin allows.

Relays hand back deliverables

Give a Relay a task. It works the job and hands back a deliverable, such as a report or a drafted reply, for review. Chat is still there.

Plugins for your workspace

Find plugins in Discover and install them. Plugins add triggers, slash commands, file and table actions, connectors and skills, and run in the background within set caps. Seven ready-made plugins and team packs get a team started.

Apps, the CLI and the App SDK

Build small apps with the Agent Serve CLI and share them in the Apps hub. The App SDK gives an app Chat, models, knowledge and integrations.

A new docs site

Guides and reference for Agent Serve now live at agentserve.valnoraelric.com/docs.

Relays work on several tasks at once

A Relay now runs its tasks in parallel, up to the limits you set for tasks at once and per day, so a long task no longer holds up the queue.

Hand a subtask to another Relay and get the result back

A Relay can delegate part of its work to another Relay. When the subtask finishes, the first Relay picks up again with the result.

High-risk integration actions need approval

Actions such as hiring and rejection decisions, Fivetran historical resyncs, starting Databricks compute, removing members, changing webhooks and clearing data now wait for a person, and Oracle Fusion Financials changes count as spend.

Sub-agents that report back

Chat can start sub-agents for independent parts of a task, run independent lookups together, and wait for their results before it answers.

Steadier streaming

Chat reconnects a stream that stalls without losing your answer, and finishes streaming with less delay.

Clearer activity while Chat works

Each step shows a short summary of what Chat did, the step header stays steady while the next one starts, and pressing Enter twice sends right away.

Stop means stop

Stop now ends long answers reliably, and approvals are handled more safely while an answer is still running.

Voice mode answers sooner

Voice mode starts faster, speaks while the answer is still being written, keeps spoken answers short, and recognizes names from your workspace more accurately.

Slack, Shopify, Buffer and Google Calendar do more

Agents can work with Slack lists and canvases, more of Shopify and Buffer, and reply to Google Calendar invitations.

Confluence attachments

Agents can work with Confluence attachments, and Atlassian connections ask for the scopes they need.

Databricks Genie, Snowflake Cortex and Mailgun EU

Ask Databricks Genie spaces and Snowflake Cortex Analyst questions from a workflow, and send Mailgun email from the EU region.

Greenhouse Harvest v3

The Greenhouse integration moves applications between stages, adds notes and tags, and reads interviews, scorecards and offers.

More of Cloudflare, Excel and Zoho Desk

The Cloudflare, Microsoft Excel and Zoho Desk integrations cover more operations.

Fivetran webhook triggers

A workflow can start when Fivetran reports a sync event.

Connected accounts stay connected

Connected accounts refresh more reliably, and an account whose access was revoked asks you to reconnect instead of failing quietly.

Kie and Nebius

Use models from Kie and Nebius alongside the other providers, plus newly released models.

Faster, more accurate tables

Row counts and versions stay accurate, and paging through large tables is faster.

Connector syncs that recover

Knowledge base connectors sync large sources more reliably, and documents stay searchable while a sync recovers.

An MCP server for the whole API

Agent Serve offers an MCP server for its full API, so other AI tools can work with your workspace. MCP is a standard way to plug tools into AI.

OAuth for workflow MCP servers, and a better CLI

Workflow MCP servers support OAuth sign-in, and the agentserve CLI can search and prints JSON by default.

Security hardening

Sign-in, the API, real-time collaboration and MCP are hardened, only admins can change where an MCP server points, and dependencies are upgraded.

Send audit data to Microsoft Sentinel

Stream Agent Serve audit and run data to Microsoft Sentinel, beside the rest of your security data.

Agent CRM is available by invitation

Agent CRM, the AI-native CRM from Valnora & Elric that fills itself in from calls and email, is now available by invitation.

A call bar that shows one card at a time

During a call, Agent Live shows one guidance card in full under a slim call bar with Now, Playbook and Ask tabs. Up to two more wait as single lines.

A small pill when you need the screen

Minimise Agent Live to a pill with the call timer and how many cards are waiting. Timely cards peek out for a few seconds; corrections stay until you handle them.

Chat and Relays on your phone

Agent Serve Chat, conversations and Relays now fit a phone screen. Pages that need a computer, such as the workflow builder and dashboards, show a notice with a link to copy for later.

Chat splits big tasks across sub-agents

Chat can hand independent parts of a task to up to three sub-agents that work at the same time. Each uses only the tools it is given, and every change still waits for your approval.

Send a message while Chat is working

A new message can steer the task in progress, wait its turn, or start a separate sub-agent, depending on what you ask.

Share and export conversations

Share a chat as a read-only link with an optional expiry, and revoke it at any time. Export a chat as PDF, image or text.

Branch from any message

Start a branch from any message beside the main thread, edit and resend a message, translate it, or forward it to another chat or a Relay.

Approvals in plain words

Approval cards say what will happen in a sentence, keep code in a collapsed detail, and offer Allow all or Decline all. Voice mode never reads code aloud.

Interactive answers that fit the app

Charts, calculators and maps in Chat follow the app theme, size themselves to their content and show a clear state while they load or if they fail.

Chunking templates for each kind of document

Pick a template for Q&A, manuals split by heading, presentations, papers, books or email, or let Agent Serve suggest one.

Keywords, questions and summaries per chunk

Optionally add model-written keywords, likely questions and a summary to each chunk. You can edit them, and keyword search uses them.

Test retrieval, then jump to the source

Try searches with your own weights, threshold and reranking on a retrieval testing page, and click a chunk to open its place in the source document.

An audit view of every Relay action

Admins see each action a Relay took, was refused or failed, with the rule that blocked it. Filter the list and export it.

Pause every Relay at once

An organization-wide pause stops all Relays, with a reason and the name of who paused them, alongside the switches for one Relay or one team.

Guardrails for routines

Set a minimum interval between runs and a cap on active routines. A routine that fails repeatedly turns itself off and tells its owner.

Watch public web pages

A Relay can watch a page for changes, for text that appears, or for a price that crosses a threshold. It respects robots.txt and rate limits.

Goals and suggestions

Give Relays goals, and review the suggestions they make, with the evidence behind each, in Relays and on the Chat home.

Fill in PDF forms

A Relay can fill a PDF form from an attachment, save it to Files and wait for approval before sending it.

Calculations for finance and BI teams

Dashboards and metrics support level-of-detail calculations, calculation groups and fiscal calendars.