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Live workbench capture · v2 AgentPixel

Turn every Goal into
managed agent work.

Maya is a multi-agent workbench for complex workflows. Capture a Goal, review the Task plan, route work to cloud or local Runtimes, pause at Approvals, and keep every Artifact, log, and IM handoff visible.

Start with a GoalDownload DesktopTalk to sales
Routes work through
Goal
Task
Approval
Artifact
Runtime
Maya workbench preview showing Goals, Task queue, Approval gates, Artifacts, and Runtime status

Start from a Goal, not another chat thread

Maya keeps the work object visible. A Goal becomes an editable Task plan with owners, dependencies, risk flags, and review gates before anything enters the production queue.

Maya WorkbenchGoal MAYA-128May operations report

May operations report

Turn source spreadsheets into charts, analysis, Approval, and final Artifacts.

Activity

Subscribe
AR
Y. Jiangcreated Goal: May operations report09:12
Planner Agentdrafted 6 Tasks with dependencies09:14
AR
Y. Jiang6 min

Keep Project optional. I need the revenue bridge, cost variance, chart deck, and final PDF reviewed before export.

Planner Agent4 min

Task plan is ready for review. Two Tasks can run in parallel, and the PDF export is gated by a human Approval.

AR
Y. Jiangnow

Approved the plan. Keep the anomaly explanation as a separate Artifact so finance can reuse it next month.

Properties
Stage
Risk
Owner
Assign to...
Members
Agents

Goal-first intake

Create Goals from the web app, IM channels, or API. The original intent stays attached to every downstream Task, decision, and output.

Editable Task plans

Planner output lands as a reviewable draft. Change titles, priorities, parent-child relationships, and dependencies before the queue starts.

One work timeline

Task runs, human decisions, agent notes, runtime events, and channel messages resolve back to the same Goal timeline.

See every Task moving through the execution plane

Maya separates the control plane from the execution plane. Workers claim queued Tasks, stream run logs, report blockers, and leave an auditable trail instead of hiding progress in a chat response.

Maya QueueTask MAYA-128.3Generate reviewed analysis artifacts
Worker is executing Task
7m 17s10 tool calls
Task Run history
Import workbook and validate totals2m 14s
Generate variance analysis3m 41s
Prepare reviewed Artifact package1m 22s

Claimed, running, completed

Each Task run has a clear lifecycle: queued, claimed, running, waiting for Approval, completed, failed, or cancelled.

Dependency-aware flow

Hard blockers, soft dependencies, parent Tasks, and reruns stay visible so long work can continue without losing context.

Live execution logs

Follow command output, worker status, Artifacts, and failure reasons as they happen, then inspect the same log later.

Approvals and deliverables are first-class workflow objects

Maya turns human judgment and outputs into structured records. Approval gates pause risky steps, and every Artifact keeps its source Task, version, owner, and review state.

Approvals
finance-artifact-packBuild reviewed report outputs
Files
approval.schema.json
typehuman_confirmriskexternal_exportownerFinance Lead

Approval Gate

Pause before exporting the client-facing PDF. Confirm metric basis, exception narrative, and whether the Artifact can leave the workspace.

Checks

  1. Revenue bridge matches source workbook
  2. Cost variance explanation is reviewed
  3. Artifact version is ready for export
  4. Final PDF is approved by Finance Lead

Formal confirmation points

Approve an export, request revision, or let a review Agent decide. The decision is recorded on the workflow, not buried in chat.

Versioned outputs

Reports, decks, spreadsheets, images, docs, and JSON outputs remain attached to the Task run that produced them.

Reusable Skill Packs

Capture repeatable methods as Skill Packs with instructions, schemas, scripts, templates, examples, and validation rules.

Run in the cloud by default, connect local workers when privacy matters

The API server coordinates work; Runtimes execute it. Use hosted workers for the normal path, then attach a local assistant when the Task needs private files, internal networks, or sensitive credentials.

Runtimes
Maya Cloud Worker
online
hosted queue runner
Queued Tasks
18
Running
4
Approvals
3
Artifacts
27

Queue activity

MonWedFri
Less
More

Task volume

Mar 18Mar 25Mar 31

Control plane stays light

Maya tracks queues, leases, Approvals, Artifacts, and state. Workers do the actual execution and report back through the queue.

Runtime health at a glance

See online status, provider availability, last heartbeat, usage, active runs, and failure details without opening logs first.

Local assistant for private work

Connect a Mac, Linux host, or private worker for local files and internal tools. Secrets stay behind the vault boundary.

Get started

Send a Goal into Maya
then manage the workflow.

01

Sign up & create your workspace

Enter your email, verify with a code, and create a workspace for Goals, Tasks, Agents, Runtimes, Approvals, and Artifacts.

02

Create a Goal from Web, IM, or API

Describe the outcome, attach files, choose optional context, and let Maya keep the request as the durable source of truth.

03

Review the Task plan and confirmation points

Planner output becomes a draft. Adjust sequencing, dependencies, owners, and Approval gates before production Tasks are created.

04

Let workers execute and collect Artifacts

Cloud or local Runtimes claim work, stream progress, pause for decisions, and attach final outputs back to the Goal.

Get startedRead the docsRead the log

Project status

Usable today,
expanding the core workflow.

Maya now covers the core path for Goal intake, Task planning, queue execution, Approval checkpoints, Artifacts, IM handoff, and cloud or local Runtimes. Current work is focused on stronger queue observability, safer deliverables, Lark integration, and provider expansion.

Help docsImplementation logDownload local assistant
01

Goal to Task planning

Capture the outcome, keep the original context, and review an editable Task plan before work enters the queue.

02

Queue and execution records

Workers claim Tasks, report progress, expose blockers, and leave Task Run logs that can be inspected after completion.

03

Approval and Artifact flow

Risky steps pause for confirmation, while reports, files, datasets, and generated documents stay attached to the Task that produced them.

04

Cloud and local execution

Use hosted workers for ordinary work, then connect the local assistant when a Task needs private files, internal networks, or machine-local tools.

FAQ

Questions & answers.

Maya is designed for complex work that needs decomposition, queues, confirmation, and reusable outputs: research, reporting, finance analysis, content production, course development, operations, and software delivery.

Yes. Maya uses cloud workers for ordinary work and local assistants when a Task needs files, private networks, or machine-local tools. The control plane keeps the queue, logs, approvals, and outputs visible.

Chat is an input channel. Maya adds the durable management layer: Goal records, Task plans, queues, Runtimes, Approval gates, Artifacts, execution logs, and channel handoffs.

Yes. Maya manages the full Task lifecycle: queued, claimed, running, waiting for Approval, completed, failed, or cancelled. Workers report blockers and stream progress in real time.

Execution happens in cloud workers by default, or in your local/private worker when the Task needs local files, private networks, or sensitive data. The API server coordinates state instead of running CLI work directly.

As many as your connected Runtimes and configured concurrency limits can support. Maya tracks dependencies and approvals so independent Tasks can proceed in parallel.

maya

A multi-agent workbench for Goals, Task queues, Approvals, Artifacts, channels, and cloud or local Runtimes.

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