MOVO FOR DEEPSEEK HARNESS

Bring DeepSeek Harness
into enterprise production

MOVO is the enterprise Agent platform built on DSH. Deploy identity, knowledge, governance, integration and operations as one control plane—without rebuilding the enterprise layer around the Runtime.

Official DSH packagesPrivate deploymentOpen ecosystem
PRODUCTION PATH
01DSH Runtime
Planning · Tools · Skills · Sub-agents
ENTERPRISE ENABLEMENT
M
MOVOEnterprise Layer
DSH NATIVE
IdentityKnowledgeGovernanceIntegrationDeploymentObservability
ENTERPRISE AGENTSBuilt for production

Runtime is only the beginning

Why not use DSH directly?

DSH should remain the Agent Runtime. Enterprise adoption requires a durable control plane around it—one that teams can deploy and operate instead of rebuilding.

FOUNDATION

DeepSeek Harness

How Agents reason, use tools and complete tasks

  • Agent Runtime
  • Tool / Skill
  • Planning
  • Sub-Agent
  • Sandbox
  • Plugin Architecture
PRODUCTION

MOVO Enterprise Layer

How Agents are adopted, governed and operated at scale

  • Organization & access
  • Enterprise knowledge & RAG
  • Agent lifecycle & release
  • Enterprise integrations
  • Audit, approval & security
  • Cost, quota & operations
  • Private deployment & HA
  • Unified enterprise portal
DSH powers how Agents run. MOVO brings them into enterprise production.

Build or adopt

Wrapping DSH is easy. Owning the enterprise layer is not.

The real cost starts after the first Agent goes live: every Runtime upgrade, identity boundary, Plugin permission and production incident becomes an internal platform responsibility.

Long-term responsibilityBuild on DSH yourselfUse MOVO
DSH upgradesTrack upstream changes and retest every integrationPinned releases, admission gates and rollback policy
Identity and dataBuild organization, access and knowledge boundariesA shared enterprise control plane
Plugin governanceDesign admission, permissions and audit from scratchManaged lifecycle and policy boundaries
Runtime operationsOwn sessions, events, observability and recoveryVersioned contracts and unified operations
Agent deliveryBuild management, release and operating portalsCreate, release and operate in one platform

MOVO turns recurring platform engineering into a product capability your teams can reuse.

DSH-native

Keep DSH native. Add the enterprise layer.

MOVO preserves the DSH Runtime and ecosystem while adding the capabilities required to deploy and operate Agents across an enterprise.

Native runtime · reusable ecosystem · controlled upgrades
01

DSH Runtime

Keep DSH planning, tool use, Skills and Sub-agents on their native execution path.

02

Plugin and Skill reuse

Connect existing DSH Plugins, Skills, Tools and MCP services without rebuilding them for MOVO.

03

Enterprise capabilities around DSH

Add identity, knowledge, governance, deployment and operations without changing how DSH runs Agents.

04

Controlled upgrades

Compatibility checks and rollback controls make DSH upgrades predictable in production.

Execution Agents

Move beyond answers. Complete work in browsers and codebases.

MOVO brings two context-rich execution environments into the same governed Agent platform: the user’s real browser and the enterprise code workspace.

BROWSER AGENT · NATIVE CDP

Operate real websites with the user’s browser context.

MOVO Desktop connects the Agent to a local Chromium session. It can understand pages, navigate, fill forms, upload files and complete business actions while preserving the user’s authenticated context.

  • Semantic and visual page understanding
  • Click, input, select and file upload
  • Human handoff for login and verification
  • Post-action outcome verification
enterprise.example.com/workbench
  1. 01Observe page
  2. 02Complete form
  3. 03Human verification
  4. 04Verify outcomeCOMPLETED

CODE AGENT · DSH RUNTIME

Analyze, modify, test and deliver inside a real repository.

Select a local project in MOVO Desktop and start a persistent DSH Code Session. The Agent works within a controlled workspace while developers retain review and delivery control.

  • Local Workspace with persistent sessions
  • Branch or isolated Worktree execution
  • Files, task-level Diff and project terminal
  • Approval, undo, commit and push controls
movo / feature-agent-policyREADY FOR REVIEW
3 files changed+84−19

Mruntime/policy.py

Mtests/test_policy.py

Adocs/agent-policy.md

42def enforce_policy(context):
43- return context.allowed
43+ decision = policy.evaluate(context)
44+ return decision.approved
45
46+ audit.record(decision)

Built-in Agent capabilities

A platform that is ready to do real work.

MOVO includes reusable Plugins, Skills and governed tools. Use them independently or compose them into enterprise Agents without rebuilding common capabilities first.

01READY TO COMPOSE

Research & retrieval

Move from questions to grounded conclusions.

  • Progressive multi-round research
  • Web search and page collection
  • Enterprise knowledge retrieval
  • Multi-source comparison and freshness control
  • Source synthesis and fact checking
02READY TO COMPOSE

Document intelligence

Understand files, images and structured material.

  • PDF / DOCX / XLSX / PPTX / CSV parsing
  • Image, screenshot and chart understanding
  • Image, URL and attachment extraction
  • Structured fact and field extraction
  • PDF page selection and reassembly
03READY TO COMPOSE

Content & presentation

Turn evidence into polished business deliverables.

  • Reports, articles and proposals
  • Editable presentation generation
  • Document translation and rewriting
  • Image and infographic generation
  • Long-form review and quality revision
04READY TO COMPOSE

Data & file delivery

Compute, fill and export production-ready files.

  • Deterministic metric calculation
  • Spreadsheet generation and processing
  • DOCX / XLSX template filling
  • Data cleaning, merge and transformation
  • DOCX / PDF / PPTX / XLSX / MD export
05READY TO COMPOSE

Browser Agent & integration

Let Agents operate real websites and enterprise systems.

  • Native-CDP Browser Agent
  • Semantic and visual page understanding
  • Form, file upload and publishing actions
  • Login and verification handoff
  • HTTP, MCP and enterprise tools
06READY TO COMPOSE

Workflow & operations

Compose repeatable execution instead of one-off prompts.

  • Visual Skill workflows
  • Review and quality checks
  • Approval and execution boundaries
  • Agent version and release management
  • Traceable activity, artifacts and results

From creation to operations

One product surface for the complete Agent lifecycle.

Create Agents, connect knowledge and tools, apply enterprise policy, publish releases and observe production from one platform.

MOVO PLATFORM
BuildWorkspaceReadyRelease¥Trace

Agent Workspace

Create, test and publish Agents

Manage prompts, Skills, knowledge, tools and release configuration in one workspace.

CreateTestPublish
MOVO PLATFORM
Organization & accessON
Enterprise knowledgeON
Tools & MCPON

Enterprise Console

Manage shared policy once

Centralize organization, identity, knowledge, models and tool access for reuse across Agents.

IdentityKnowledgePolicy
MOVO PLATFORM
Runtime statusConnected
Plugin inventoryManaged
Release statusReady

Operations

Operate every release with confidence

Track releases, activity, artifacts and runtime status without building a separate operations portal.

ReleaseTraceCost

Reuse the DSH ecosystem

Reuse the DSH ecosystem.
Deliver with MOVO.

MOVO natively supports DSH Plugins, Skills, Tools and MCP. Bring existing capabilities into MOVO for shared configuration, reuse and enterprise delivery without developing them again.

01 DSH ECOSYSTEM
PluginSkillToolMCP
NATIVE REUSE
02 MOVO ENTERPRISE LAYER
KnowledgeGovernanceIdentityDeploymentIntegrationObservability
ENTERPRISE DELIVERY
03 ENTERPRISE AGENTS
HRSalesResearchSupply Chain

Start with the platform, not the Runtime

Deploy MOVO before building another enterprise wrapper.

Start the complete self-hosted stack, finish organization and model setup in the browser, then connect your first DSH Agent capability.

  1. 01Start the full stack
  2. 02Configure organization and models
  3. 03Connect Plugins, Skills and knowledge
movo / self-hosted
$ chmod +x movo$ ./movo up

Docker and Docker Compose v2 required