Introducing t0ggles Crew: Your AI Workforce on the Board

Project management tools help you organize work. AI coding assistants help you write code. But between the two, there's always been a gap - someone still has to pick up the task, read the description, switch to the terminal, run the tool, and update the board.

t0ggles Crew closes that gap.

#What Is t0ggles Crew?

t0ggles Crew is a free desktop companion app for t0ggles. It connects to your board, watches for tasks, and assigns them to AI agents that execute work autonomously using CLI tools like Claude Code, OpenAI Codex, or OpenCode.

Think of it as hiring a team of AI workers that live on your board. They pick up tasks, move them through statuses, leave comments with progress updates, and deliver results - all without human intervention.

#Why We Built It

The idea behind t0ggles Crew started with a simple observation: AI coding assistants are powerful, but they still need someone to tell them what to do. And project boards are full of well-defined tasks with clear descriptions, acceptance criteria, and context - exactly the kind of input AI tools work best with.

We wanted to make the board itself the interface for human-AI collaboration. Not a chatbot window, not a separate orchestration platform - your actual project board where your team already works.

The result is a system where human team members and AI agents coexist on the same board. To make this work, we're also introducing agent users - a new feature in t0ggles that lets you create bot identities directly on your board. You assign tasks to agents the same way you assign them to people. You review their work the same way too.

#How It Works

#1. Connect Your Board

Open t0ggles Crew, create a project, and click "Connect to t0ggles."

A picker opens on t0ggles.com where you select your board and project - the app links them automatically.

Then configure the t0ggles MCP server in your CLI provider so agents can read tasks, update statuses, and post comments during runs.

Before creating pipelines, set up agent users on your board. Agent users are bot identities that represent your AI agents - you give each one a name (like "Claude Developer" or "Claude Reviewer") and pick a robot avatar. Once created, you can assign tasks to them just like any team member, and t0ggles Crew pipelines use these identities to interact with your board.

#2. Create Pipelines

A pipeline is a sequence of steps that an agent executes. Each step uses a CLI provider (Claude Code, Codex, or OpenCode) with a custom prompt.

For example, a "Feature Developer" pipeline might have:

• Step 1: Read the task, check out a branch, and implement the feature
• Step 2: Run tests and fix any failures
• Step 3: Create a pull request and update the task

#3. Assign and Schedule

Assign pipelines to specific projects. Configure how agents pick up work:

• Manual - Trigger runs yourself when you're ready
• Interval - Run every N minutes, checking for new tasks
• Fixed times - Run at specific times of day (great for daily standup reports or overnight batch work)
• After pipeline - Chain pipelines so one starts after another finishes
• Auto-polling - Continuously watch for new tasks in a specific status

#4. Watch Them Work

Monitor agent output in real time. t0ggles Crew streams terminal output live so you can see exactly what each agent is doing. Check run history, review logs, and catch issues early.

#Key Features

#Multi-Agent Pipelines

Run multiple specialized agents on the same board. A developer agent writes code while a reviewer agent checks pull requests. A writer agent drafts documentation while an editor agent polishes it. Each agent has its own pipeline, prompt, and schedule.

#Pipeline Templates

Save and share pipeline configurations across projects. Create a template for "Code Review" or "Bug Fix" and reuse it wherever you need it.

#Flexible Scheduling

Five scheduling modes let you control exactly when agents work. Run them continuously during work hours, trigger them after another pipeline completes, or keep them manual for sensitive tasks.

#Real-Time Monitoring

Stream agent output live in the app. See what commands they run, what files they change, and what they report back. Every run is logged with full output history.

#Remote Access

Access t0ggles Crew from anywhere through a secure web interface. Monitor runs, check logs, and manage pipelines from your phone or another machine.

#Agent Users

AI agents get their own identities on your board through agent users. Create bot users like "Claude Developer" or "Claude Reviewer" in Board Settings, each with a distinct robot avatar. Assign tasks to them, see their activity in notifications, and track their work just like any team member. This is how t0ggles Crew knows which tasks belong to which pipeline.

#Zero Vendor Lock-In

t0ggles Crew supports Claude Code, OpenAI Codex, and OpenCode out of the box. Switch providers anytime or use different providers for different pipelines. Bring your own API keys.

#Use Cases

#Autonomous Development

Set up a developer agent that watches your "To-Do" column, picks up tasks, creates branches, writes code, runs tests, and opens pull requests. Review the PR like you would from any team member.

#Code Review Pipelines

Chain a reviewer agent after your developer agent. When the developer finishes and moves a task to "In Review," the reviewer picks it up, reads the code, and leaves feedback as task comments.

#Content Generation

Use agents for writing blog posts, documentation, release notes, or marketing copy. The agent reads the task description, generates content, and posts results as comments for your team to review.

#Scheduled Reports

Configure a reporting agent to run every morning at 9 AM, summarize yesterday's board activity, and post a standup report as a note on your board.

#Batch Processing

Queue up dozens of tasks and let agents work through them overnight. Check results in the morning and review completed work.

#Architecture

t0ggles Crew connects to your board through a built-in board picker - click "Connect," select your board and project on t0ggles.com, and the app links them automatically. During runs, the CLI providers (Claude Code, Codex, OpenCode) interact with your board through the t0ggles MCP Server, using the same 39 tools available to any MCP-compatible AI assistant - creating tasks, updating statuses, reading descriptions, posting comments, and more.

The app runs locally on your machine. Your code, API keys, and credentials never leave your computer. t0ggles Crew simply orchestrates CLI tools that run in your local environment.

#Free Forever

t0ggles Crew is completely free. No subscription, no usage limits, no premium tier. It's a companion app that makes t0ggles better for teams using AI tools.

You bring your own CLI providers and API keys. t0ggles Crew handles the orchestration.

#Get Started

1. Download t0ggles Crew from t0ggles.com/crew (macOS and Linux, Windows coming soon)
2. Create a project and connect your t0ggles board using the built-in picker
3. Set up agent users on your board so pipelines have bot identities to work with
4. Configure MCP in your CLI provider with an MCP token so agents can access your board
5. Create a pipeline, assign it to your project, and watch your AI workforce get to work

For detailed setup instructions and configuration options, check the t0ggles Crew documentation.

For information about the MCP tools available to agents, see the MCP Server documentation.

Ready to turn your board into an AI-powered workspace? Download t0ggles Crew and get started today.