Way of Teams & AI Engineering Harness

One platform for your entire engineering team

We solidify your fragmented workflow into one — one workspace, every AI tool, your team's memory, tickets, and agents wired into Claude, Cursor, Codex, and 20+ more. AI that finishes the work, not just starts it.

Live MCP server + team memory + HITL-gated agents. Code, review, ship — from any device, any time.

Hosted coding workspaces in your browser and reachable from your phone. Desktop-grade dev environments, no local setup.

Fix the 2am bug before breakfast.

JOIN OUR WAITLIST

⚠ We're in alpha — invite-only. Access requires a redeemable code from the Way-Of team. How to redeem your code →

Built for where you are on the AI journey

Two starting points, one destination: agents that finish the job.

New to AI-assisted development?

Get an AI engineering team — without the guesswork.

AI hype is everywhere, but where do you actually start? Handing your codebase to a bot sounds risky.

  • Guided journey: idea → ticket → plan → working software in about 30 minutes
  • Tickets, standups, and plans are captured and tracked for you
  • Human-in-the-loop approvals — nothing runs without your sign-off
Already running Claude Code or Cursor?

Prompts everywhere? Put your agents under one roof.

Your agents start jobs but never finish them. No shared memory, no coordination, no audit trail.

  • One MCP server feeds every AI tool you already use — tickets, standups, memory, context
  • Multi-agent coordination with HITL safety gates and a full audit log
  • Persistent Anchor memory + a f-rr-d Thoughts repo that travels across projects

Plugs into the stack you already use

One MCP connection — every tool below can read your tickets, standups, memory, and context.

AI coding tools

OpenCodeClaude CodeCodexCursorVS CodeZedJetBrainsWindsurfGemini CLI

AI assistants

ChatGPTClaude.aiClaude DesktopMicrosoft CopilotPerplexity

Work & knowledge

Google WorkspaceObsidianGitHubLM Studio & OllamaAnchor Memory

Everything engineering leadership needs

One MCP server. 22+ tools. Every team member, every project, one view.

Tickets & Standups

Track work, run async standups, and keep delivery visible. F-rr-d ticket sync keeps everything in one place.

AI Agents & Harness

Jido-powered agents automate backlog grooming, ticket execution, reviews, and release notes — right where your team works.

Skills & Insights

Map team capabilities, surface skill gaps, and generate skill reports so growth is measurable, not anecdotal.

Observability

OpenTelemetry-native telemetry with structured logging, traces, and a real-time view of engineering health.

Kanban & Calendar

Visual project management with board, list, and calendar views. Drag-and-drop cards, real-time sync, and schedule work alongside deadlines.

Unified Work Engine

One board engine serves every niche — software work, personal tasks, marketing planning, sales, and company strategy. Same cards, columns, MCP tools, and AI for each, on boards scoped to you or your company.

Team Chat & Video

Real-time messaging, video calls, and AI meeting notes that automatically turn conversations into tickets, plans, and kanban cards.

MCP Coordinator & Safety

MCP coordinator keeps every AI agent aligned. It talks to your agents and your teammates' agents — cross-team coordination with HITL safety gates and no action without human approval.

Hosted AI Workspaces

Private, hosted workspaces on our hardware — your keys, your repo, your AI, always accessible from any browser. Developers get instant access to everything they need for development, with OpenChamber or any tool you choose. Pick the CPU/RAM/storage you need and scale up anytime.

OpenChamber

Browser-based AI coding workspace. Each developer gets an isolated environment with an editor, agent terminal, GitHub integration, and preview pane — no local setup, accessible from any device.

MCP Integrates Everywhere

Connect OpenCode, Claude Code, Codex, Cursor, VS Code, Zed, JetBrains, Windsurf, Gemini CLI, ChatGPT, Claude.ai, Claude Desktop, Microsoft Copilot, Perplexity, Sourcegraph Cody, Pi, and more — one MCP server feeds tickets, standups, memory, and context to every AI tool your team uses.

Two Repos, One Workflow

Every project gets a code repo and a Thoughts repo (f-rr-d) for tickets, plans, research, and docs. Your f-rr-d Thoughts repo works across all of your projects.

…and that’s not all

Review queues, ideas boards, skill insights, postmortems, runbooks, session exports, and much more. See everything →

AI Engineering Harness — Free to Download, Included on Every Plan

53 skills, 12 specialist agents, 5 unified commands, and 6 GitHub automation skills. Works with OpenCode, Claude Code, Codex, Antigravity, Pi, and Wo Code. Get the Harness →

6 AI Coding Platforms

Works identically across OpenCode, Claude Code, Codex, Antigravity, Pi, and Wo Code — one harness, every tool.

53 Battle-Tested Skills

Auto-ticket creation, backlog grooming, GitHub automation, PR reviews, postmortems, runbooks, and more — included on every plan.

12 Specialist Agents

Codebase analyzer, locator, pattern finder, thoughts analyzer, web researcher, coder, planner, reviewer, scout, and more.

5 Unified Commands

/create-plan, /implement-plan, /validate-plan, /commit, /debug — consistent workflow across all platforms.

GitHub Workflow Automation

Branch, PR, review, sync, release, issue — 6 skills for end-to-end GitHub automation with f-rr-d ticket linking.

Unified Context Engineering

Shared thoughts/ directory for tickets, plans & research — one memory plane that travels with your team across every AI coding tool.

The Way of Teams Platform

A complete Way Of Teams workspace with real-time collaboration, AI-powered meeting notes, a live MCP server, Anchor memory & knowledge, and end-to-end workflow automation.

WayOfTeams Dashboard

Real-time command center with ticket stats, active skills, standups, notifications, and embedded AI chat — all in one dark-themed view.

Kanban Boards for Every Niche

Work, personal, marketing, sales, and company-strategy boards on one engine — with My Boards, niche tabs, per-developer private boards, sharing, member roles, and card attachments.

Team Chat & Video

Real-time messaging, video calls, and AI meeting notes that auto-generate tickets, kanban boards, and plans from conversations.

Ideas Board

Collaborative idea submission with voting, priority ranking, discussion threads, and status workflow (Proposed → Implemented).

Review Queue

Lead-only view of pending reviews with one-click Approve/Request Changes/Reject — keeps velocity high.

Admin & Activity

Team management, activity dashboard with leaderboards, Jido Studio for agent observability, and f-rr-d sync.

Teams MCP Server

A live Model Context Protocol server exposing tickets, kanban, standups, skills, thoughts, and memory to any MCP-aware AI tool — your team data, queryable by your agents.

Anchor Memory & Knowledge

Persistent, per-user memory and knowledge base — store, search, and retrieve what your agents and team learned, securely scoped to your workspace.

One Engine for Every Kind of Work

Software work, personal tasks, marketing, sales, and company strategy — all on the same board engine, the same MCP tools, and the same AI. No second app, no second login: every niche gets its own boards, columns, and space, scoped to you or your company.

Software Work & Coding

Tickets, plans, PR reviews, and releases with the full AI harness — the "work" niche where boards, columns, and the MCP stay in lockstep with GitHub and f-rr-d.

Personal Tasks & Private Boards

Your own My Boards space: private, per-developer boards invisible to teammates. Quick-capture inbox, file attachments, recurring reminders, and a Today view.

Marketing Planning

Content calendar and campaign tracker boards — Idea → Writing → Scheduled → Published. AI drafts posts and campaigns, KPI cards track results, and marketing knowledge is searchable.

Sales Pipeline

Lead → Contacted → Qualified → Closed boards for deals and follow-ups on the same engine, with AI-assisted outreach drafts and KPI tracking.

Company Strategy

Vision → Mission → Initiatives → Quarterly OKRs → KPIs on a dedicated company board. AI drafts OKRs from your mission, strategy metrics roll up initiative status by quarter.

Your Journey — Idea to Working Software in 30 Minutes

Guided onboarding, AI agents that do the heavy lifting, and a process you can repeat forever.

1

Tell Us Your Idea

What problem are you solving? We capture it as a structured ticket.

2

Name Your Project

Identity → repo names → ticket namespace. (e.g., "teams" → wayofteams / WOTEAMS-XXX)

3

Connect Your Tools

Use the Teams MCP server and every skill is available in your AI tool — no separate harness install needed. Or install the ai-harness CLI for the same skills standalone.

4

Create Two Repos

You create two repos: the Code repo (app, tests, configs) and the Thoughts repo (f-rr-d: tickets, plans, research, docs). One Thoughts repo can serve all your projects.

5

First Ticket

Standardized format: Problem, Outcome, Criteria, Technical Notes, Meta — ready for AI agents.

6

AI Agents Build It

Planner → Coder → Reviewer → Debugger. /create-plan → /validate-plan → /implement-plan → /commit

7

See It Working

Code is live. Ticket is Done. Git history tells the story. Standup knows what happened.

8

Keep Building

Flywheel spins: Tickets → Harness → Working Software → Learning → More Tickets.

Hosted Workspaces

Workspaces sized for your workload

Private, hosted workspaces on our hardware — your keys, your repo, your isolated container. Run OpenChamber, our browser-based AI coding workspace (one option among several), or any workload you need. Pick the CPU / RAM / storage you want and scale up anytime.

Starter

A hosted AI coding workspace for quick, focused sessions

$20 / workspace / month · billed monthly $240 / year per workspace
  • 1 vCPU
  • 2 GB RAM
  • 20 GB SSD storage
  • Isolated container — run OpenChamber or your own tooling
  • Repo mounted at /workspace
  • Provider keys injected & encrypted

Pro Max

For heavy parallel agents and large monorepos

$80 / workspace / month · billed monthly $960 / year per workspace
  • 4 vCPU
  • 8 GB RAM
  • 100 GB SSD storage
  • Isolated container — run OpenChamber or your own tooling
  • Highest CPU headroom
  • Guaranteed slot availability

Custom / GPU

Need a GPU, more cores, or persistent storage?

Custom per workspace / month · quote on request
  • GPU accelerator options
  • Custom vCPU / RAM / storage
  • Dedicated slots & capacity planning
  • Custom SLA & onboarding

Each workspace is an isolated container with your repo mounted at /workspace and provider keys injected encrypted. OpenChamber — our hosted AI coding workspace (full editor + agent terminal in your browser) — is one option you can run in it, and we can tailor the container for other tools and workloads. Custom / GPU tiers include capacity planning and dedicated support.

Be Among the First

Early access + Founding Member pricing

No spam. Unsubscribe anytime.

Ready to run your team the Way of Teams?

Per-seat pricing from $29/month — add seats as you grow, self-host with Enterprise, or ask us about founding-customer sliding-scale pricing.