Open Source

Your AI workforce,
visible and coordinated

A team coordination platform where 262+ specialized AI agents work alongside your developers — with full visibility, task queuing, skill compounding, and client-facing deliverables.

Agency Platform — Acme Corp
Active Agents
8 +3
Tasks Today
45
Success Rate
94%
A 09:15 security-auditor found 2 critical issues Critical
A 09:14 e2e-test-generator wrote 12 test cases Done
A 09:14 code-smell-detector 3 Major, 5 Minor Review
H 09:14 Arunesh approved HIL Gate 1 Approved
A 09:13 perf-profiler running N+1 query scan Active

262 agents. Zero visibility.

You built a powerful AI workforce. But when agents work in the dark, the team can't trust the output.

Agents are invisible

When a full review spawns 6 agents in parallel, nobody sees progress until the final report. No dashboard, no live feed, no idea what's happening.

No task queue

Agents dispatch inline in conversations. No way to queue work, set priorities, or let agents run in the background while developers focus elsewhere.

Single-developer scope

Workflow state lives on one machine. The team lead can't see what agents are working on across all developers and projects.

The cockpit for your AI workforce

Everything you need to coordinate agents and humans on the same board.

Kanban task board

Same board for humans and AI agents. Drag tasks between columns, assign to agents or developers, track progress from backlog to done.

Real-time activity feed

Watch agents work in real time via WebSocket. Every finding, every test generated, every approval — streamed live to the dashboard.

Skill compounding

Every completed task can become a reusable skill. After 50 projects, your skill library becomes your agency's competitive moat.

Agent analytics

Which agents produce the best findings? Which take longest? Track performance, success rates, and cost per task across your entire workforce.

Polymorphic assignees

Same task model for humans and AI. Assign a security audit to an agent, a design review to a human — same card, same workflow, same visibility.

Client portal

Give clients read-only visibility into their project. "Your security audit is 60% complete, 3 critical findings so far." No more manual status emails.

How it works

The plugin does the work. The platform gives you the cockpit.

1

Queue a task

Create a task via CLI, web dashboard, or API. Assign it to a human or an AI agent.

2

Daemon picks it up

The local daemon polls the queue, spawns Claude Code with the right agent, and starts streaming results.

3

Watch it work

Real-time WebSocket feed shows every action — findings, generated code, test results, approval gates.

4

Compound the skill

When the task completes, extract it as a reusable skill with checklists and reference files for next time.

262+ specialized agents

Every domain covered. WordPress, Shopify, Moodle, Next.js — and the full software lifecycle from estimation to deployment.

wordpress-security-auditor moodle-standards-reviewer e2e-test-generator shopify-app-architect code-smell-detector architecture-reviewer woocommerce-performance-optimizer playwright-test-writer learndash-course-architect project-estimator hydrogen-component-builder wordpress-hooks-analyzer bug-analyzer accessibility-guardian database-guardian design-quality-reviewer incident-commander pr-review-automator moodle-security-auditor scalability-assessor competitive-analyst business-analyst wordpress-theme-reviewer figma-wordpress-sync

and 238 more across security, testing, estimation, deployment, and design.

Built to run on your infrastructure

Self-hosted first. Your client code stays on your machines. The platform is the cockpit — the plugin is the engine, and both are under your control.

Go
API + daemon + CLI
PostgreSQL 17
+ pgvector
Next.js 15
App Router dashboard
WebSocket
Real-time feed
# Start in 3 commands
$ docker compose up -d
$ go build ./cmd/...
$ ./server

# Or use the CLI
$ ./wdm task create \
  --title "Security audit" \
  --agent "wordpress-security-auditor" \
  --project "acme-corp"

# Task queued. Daemon picks it up.
# Watch it live at localhost:3000

Stop managing agents in the dark

Deploy the platform, connect your agents, and give your whole team — humans and AI — a single source of truth.