Wujie Harness
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From digitalto AI-native.

Wujie Harness is an AI collaboration, AI workplace, and agentic workflow platform for AI-native teams. People and agents share context, move work forward, and review results in the same workspace.

Workspace

Wujie Harness website 3.0

Wujie Harness website 3.0

Status
In Progress
Priority
High
Lead
PLProject lead
Start date
Aug 18
Due date
Sep 05
2/5

Refresh the public website and make the organization execution chain visible.

CUSTOMER STORIES

How real teamsput Wujie Harness to work

Not a feature list — the way a real team runs. See how they moved communication, execution, and review into one workspace.

E-commerce operations

Bringing communication and collaboration back to one place

During campaign prep, requests scattered across DingTalk group chats, hallway conversations, and spreadsheets. Now discussion lives in channels, execution lives in issues, delivery and review happen in one place, and reminders land in DingTalk and Feishu.

  • One click turns a message into an issue — who is on it and where it stands stays visible
  • Agents take over daily reports, creative drafts, and sentiment sweeps; people do the review
  • A team of four keeps the pace of eight
Read the full story

Workspace

double-11-war-room

Double 11 campaign ops
7
  • LW
    Lin Wang09:02

    @Creative agent Need 3 hero-banner concepts for the main venue by 8 PM — keep to brand guidelines v2.

Type a message, supports Markdown, images and @mentions
app.wujie.ai/wujie/channels/double-11-war-room
A channel message becomes an issue, an agent picks it up, and reminders land in DingTalk and Feishu.

Works with

  • Claude Code
  • Codex
  • Gemini CLI
  • OpenClaw
  • OpenCode
  • CodeBuddy
  • Copilot CLI
  • DevEco CodeDevEco Code
  • HermesHermes
  • Pi
  • Cursor
  • Kimi CLI
  • Kiro CLI
  • AntigravityAntigravity
  • Qoder
  • TraeTrae CLI
  • Grok CLI
  • ZCode
AI COLLABORATION, WORKPLACE AND AGENTIC WORKFLOWS

Work with AI inthe same system.

Wujie Harness brings people, AI agents, shared context, execution, and review into one work system—so AI becomes part of how the team works every day.

AI COLLABORATION

People and agents work in the same context

Keep discussion in a channel, turn decisions into issues, and let agents continue the work without losing the context people agreed on.

Explore AI collaboration

AI WORKPLACE

Make AI part of everyday team work

Connect goals, shared context, team decisions, agent execution, human review, and reusable work memory in one system.

Explore the AI workplace

AGENTIC WORKFLOWS

Turn repeatable work into agentic workflows

Connect skills, runtimes, human decisions, and review into a visible workflow that agents can execute.

Explore agentic workflows
CHANNEL TO EXECUTION

Work starts in a channel.Then it becomes a system.

01

State the outcome

Create a workspace and give the organization a clear outcome to pursue.

02

Build the context

Bring in the documents, constraints, decisions, and capabilities the work needs before execution starts.

03

Let the channel coordinate

Real collaboration happens in the channel. Wujie Harness summarizes the work, tracks open decisions, and keeps the next action visible.

04

Review and keep the asset

Review the result, close the loop, and keep the process as a searchable asset for the next similar goal.

Workspace

website-release

Wujie Harness website 3.0
  • PL
    Project lead12m ago

    Move the website from a digital-tools story to an AI-native execution-system story. Keep the product structure and make the execution chain visible.

  • AI
    Website agentAgent8m ago

    The hero and native project preview are complete. I am checking localized copy and responsive navigation now.

  • RV
    Reviewerjust now

    The direction is approved. Continue with enterprise capability, execution chain, and process assets.

    Reviewed
app.wujie.ai/wujie/channels/website-release
FROM DIGITAL TO AI-NATIVE

The organization needs a new operating layer.

ERP, CRM, and IM systems made information available. Wujie Harness connects that information to decisions and execution, so AI can work inside the organization instead of beside it.

01

Keep the systems you have

Wujie Harness sits above existing tools and gives goals, context, and decisions a path into execution.

02

Put people in control

People set direction, make judgments, and authorize action. AI handles the repeatable work that follows.

03

Make work visible

The organization can see what was requested, what happened, what was reviewed, and what remains open.

Workspace

WorkspaceAutomation

Release readiness

Turn a release checklist into repeatable work with a clear handoff to the team.

Active
Every weekday · 09:00Next run in 18 minSchedule trigger
Workflow3 steps

Create issue

Open a release checklist with the agreed scope.

Assign agent

Send the issue to Release agent with the right skills.

Request review

Bring the result back to a human for acceptance.

Recent runs3

Release checklist · 12 issues

Completed · Today, 09:00

Localization sweep · 8 issues

Completed · Yesterday, 09:00

Responsive QA · 5 issues

In review · Mon, 09:00

app.wujie.ai/wujie/autopilots/release-readiness
PROCESS ASSETS

The process is an asset, not a by-product.

Every completed goal leaves behind more than an answer. Wujie Harness keeps the context, decisions, actions, and review together so you can retrieve the path later and reuse what worked.

01

Search the path

Find the reasoning, inputs, and actions behind a result instead of starting from a blank page.

02

Reuse proven moves

Turn a successful process into a repeatable capability for the next team, project, or channel.

03

Compound organizational memory

The more work the organization completes, the more context it can use to make the next decision.

Workspace

/release-review
Workspace
Files · 3

release-review

Description

Review a release against product, localization, and responsive-quality gates.

Workspace · 5m ago

SKILL.mdMarkdown
# Release review

Validate the approved outcome before shipping.

## Workflow
- Read the goal and decision history
- Verify localized product copy
- Check responsive navigation
- Record review evidence

Metadata

Origin
Workspace
Updated
5m ago

Used by 2 agents

app.wujie.ai/wujie/skills/release-review
ORGANIZATION BOUNDARIES

Your organizationsets the boundary.

Deploy Wujie Harness around the way your organization works. Choose the models, runtimes, permissions, budgets, and audit rules that fit your environment.

01

Run where the work lives

Use your own infrastructure when data, code, or regulated workflows must stay inside your network.

02

Choose the execution stack

Connect the providers, tools, runtimes, and internal systems that your teams already trust.

03

Govern every action

Set permissions, budgets, approvals, and audit trails around the places where AI can act.

04

Extend with enterprise capability

Work with an FDE to turn a specific enterprise requirement into a durable capability inside the system.

Read the deployment docs

Workspace

WorkspaceEnterprise capabilities

Enterprise capabilities

Enterprise capabilities

4 domains · 18 capabilities

Organize reusable agent capabilities by business domain, so engineering, operations, commercial, and reliability work can move through one execution layer.

Standard capabilitiesissueagentskillworkflowruntime

Capability domains

Enterprise capabilities
4 domains · 18 capabilities

Capabilities in this domain

Engineering

Capability details

Engineering

Issue to PR

Running

Reads the work context and routes an agent through implementation, tests, and delivery checks.

Standard composition

Connected systems

IssueConnected
AgentConnected
GitHubConnected

Execution rules

Owner review required
Data stays on internal runtime
Keep an audit trail
Owner
Operations
Last run
Today 10:42
app.wujie.ai/wujie/capabilities

FAQ

A different operating model.

It is an organization where AI participates in the execution layer, not only in isolated assistants. People set direction and judgment; AI carries work through connected channels, tools, and review.

No. Those systems record and route information. Wujie Harness adds an execution layer that connects goals, context, collaboration, AI actions, review, and the resulting process assets.

An assistant answers a request. Wujie Harness keeps the request in context, coordinates the work in a channel, routes execution, supports review, and stores the path so the organization can reuse it.

No. Software development is one execution environment. The model also fits research, operations, customer work, finance, and any process where goals, context, actions, and review need to stay connected.

You choose the runtime. Wujie Harness can coordinate local machines, your cloud infrastructure, or a managed deployment while keeping permissions, budgets, and audit rules explicit.

Start with one recurring process that crosses teams or tools. Define its goal, bring the context into a channel, run the execution, and review the resulting process asset. An FDE can help with enterprise-specific capability work.

Wujie Harness

The execution system for AI-native organizations.

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