AI-Powered Work Management That Actually Remembers
Stop re-explaining your projects to AI. Workunit gives your AI persistent memory, so you can focus on building.
AI Amnesia Kills Your Productivity
Start From Zero Every Session
Every chat is a blank slate. Yesterday's decisions, completed tasks, project context — all gone. You waste time re-explaining what AI already knew.
No Single Source of Truth
Your tasks are scattered across chat logs, notes, and memory. AI can't see what's done, what's blocked, or what's next.
Context Doesn't Travel
Switch AI tools or start a new session? Start over. Your organizational knowledge stays locked in disconnected conversations.
The result? Time wasted on repetitive explanations, duplicate work, and AI that can't help because it doesn't know your situation.
Works with your entire stack
One Workspace Your AI Actually Understands
Workunit is the persistent memory layer for AI-assisted work. Create once, access from any AI tool, forever.
Workunits persist between sessions
AI picks up where you left off — no context re-explaining needed
Real-time task status
AI knows what's done, what's in progress, and what's next
Linked assets
AI understands your products, systems, team, and documentation
Works with any AI tool
Connect Claude Code, Gemini CLI, or any MCP-compatible tool
How It Works
- 1 Create a workunit with your problem statement
- 2 Connect your AI tool (Claude Code, Gemini CLI, etc.)
- 3 AI reads your context, tasks, and assets automatically
- 4 Update status from AI or web — everything stays in sync
Everything You Need to Ship Faster
Projects & Workunits
Organize work into projects containing workunits. Each workunit captures the problem, success criteria, and full task breakdown.
Smart Task Management
Tasks with priorities, dependencies, time tracking, and assignments. AI updates status in real-time as work progresses.
Asset Inventory
Document your products, systems, team members, and knowledge. Link assets to workunits so AI understands your context.
Documentation & Directories
Organize knowledge assets into folders. Browse like a file system. AI can navigate and reference your documentation.
Team Check-ins
Daily, weekly, or custom status updates. Keep everyone aligned — humans and AI — on progress and blockers.
Unified Search
Find anything instantly. Search across workunits, tasks, assets, and documentation in one place.
Cloud Execution
AI agents run directly in your GitHub repos — explore the codebase to create realistic tasks, or let the agent implement a first-pass solution and open a pull request.
Trail-of-Thought
Every decision, failed attempt, and insight is saved as a structured context atom. Your next AI session picks up exactly where you left off — no re-explaining needed.
AI That Actually Knows Your Business
Most AI tools only see your current conversation. Workunit lets you describe your entire organization, so AI understands the full context before you even ask.
People
AI knows who's on your team
Skills, roles, availability
Products
AI knows what you're building
Features, versions, roadmap
Systems
AI knows your tech stack
Infrastructure, tools, dependencies
Knowledge
AI knows your standards
Docs, conventions, templates
Stop re-explaining your tech stack, your team structure, or your coding conventions. Document it once, and every AI conversation starts with full context.
Built for Builders Like You
Solo Founders
You're the only one who knows the full context. AI becomes your second brain.
Agency & Freelancers
Juggle multiple client projects without losing context. Switch projects, AI switches with you.
Dev Teams
New team members take weeks to get up to speed. Onboard humans and AI instantly.
AI Power Users
Use Claude for code, GPT for writing, Gemini for research. One workspace, every AI tool.
Let AI Agents Work Directly in Your Codebase
Most AI tools wait for you to paste code. Cloud Execution sends an agent to your repo — so it reads your actual codebase, understands your project, and gets real work done.
For Product Owners
You want to create realistic, actionable tasks for your team — but you shouldn't need to know every corner of the codebase to do it. Run Explore Mode and an AI agent will read your actual code, understand the problem, and come back with grounded task suggestions complete with file references and effort estimates.
- ✓ Reads your real codebase, not a description of it
- ✓ Suggests tasks with file references and effort estimates
- ✓ No code is executed — just intelligent analysis
- ✓ Powered by Explore Mode
For Software Engineers
You want a first-pass implementation without leaving your project management tool. Point the agent at a workunit, and it clones the repo, writes the code, runs the tests, and opens a pull request — ready for your review.
- ✓ Clones and works in your actual repository
- ✓ Writes code and runs the test suite automatically
- ✓ Opens a pull request when done
- ✓ Powered by Implement Mode
Bring your own API keys — no Workunit execution fees. You pay Sprites.dev for the cloud VM and OpenRouter for the AI tokens. We just coordinate.
Connect Any AI Tool in 60 Seconds
Model Context Protocol (MCP) is the bridge between your AI assistant and Workunit.
# Claude Code
claude mcp add --transport http workunit https://workunit.app/mcp
# OpenCode
opencode mcp add && opencode mcp auth workunit
# OpenAI Codex
codex mcp add workunit --url https://workunit.app/mcp
# Gemini CLI
gemini mcp add --transport http workunit https://workunit.app/mcpAlso works with Cursor, Crush, and any MCP-compatible tool.
Then Just Talk Naturally
# Quick commands
"Create a workunit for the authentication refactor"
"What tasks are blocking the API project?"
"Mark the database migration task as done"
# Or paste any Workunit URL
"Create a workunit for https://workunit.app/projects/371594b8..."
"Let's implement https://workunit.app/.../workunits/aa39c53b..."
"Add a task to https://workunit.app/workunits/f7e2b..."Simple Pricing. No Surprises.
Free
$0
- 2 projects
- 5 workunits per project
- 5 team members
- MCP integration
- Community support
Pro
$9/user /month
- Or $99/month flat (up to 15 users)
- Unlimited projects
- Unlimited workunits
- Priority support
- Advanced analytics
Unlimited
$199 /month
- Everything in Pro
- Unlimited team members
- Dedicated support
- Custom integrations
All plans include MCP integration, full API access, and no hidden fees. Cancel anytime.
Stop Repeating Yourself. Build Faster.
Your AI is one install away from remembering everything.