Open Source Framework

What if your team
could do 10x more?

We're a 40-person nature-tech company managing 41 repositories and 277 AI agents. We ship faster than teams 5x our size. Here's how.

Philosophy

Three Principles

Not rules. A mindset shift that turns AI from a novelty into a force multiplier.

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AI as a Team Member, Not a Tool

Our AI has Slack presence, email access, scheduled tasks, and persistent memory. It's not autocomplete — it's a colleague that works 24/7, remembers everything, and never gets bored of repetitive tasks.

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Specialize Everything

277 agents, each expert in one domain. A generic assistant can't match a specialist that knows your codebase, conventions, patterns, and gotchas. Narrow and deep beats broad and shallow.

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Knowledge Compounds

Every session's learnings feed the next. The AI remembers architectural decisions, debugging solutions, and team patterns. New team members get instant institutional knowledge on day one.

Scale

The Numbers

0Repositories
0AI Agents
0MCP Tools
0Domains
0Security Docs
Explore

AI Across Every Team

Each team uses AI differently. Explore how we've integrated it into every workflow.

Impact

With AI vs Without AI

Drag the slider to compare. Same task, same team size, different approach.

Without AI With AI
New feature request
→ 2 weeks manual research
→ 1 week architecture doc
→ 3 weeks implementation
→ 1 week code review
→ 1 week bug fixes
→ Deploy

Total: 8 weeks
Knowledge lost between sessions
New feature request
2 hours parallel AI research
1 day masterplan with mockup
3 days AI-coordinated implementation
Automatic incremental security review
→ Deploy

Total: 1 week
Knowledge persists in Brain forever
Stack

Built With

Next.js 14 React 19 Python 3.13 FastAPI TypeScript AWS Lambda Claude Code MCP Redis PostgreSQL Serverless v4 Turborepo Docker LangGraph Next.js 14 React 19 Python 3.13 FastAPI TypeScript AWS Lambda Claude Code MCP Redis PostgreSQL Serverless v4 Turborepo Docker LangGraph
Open Source

Fork the Framework

Templates for CLAUDE.md, agents, masterplans, and the complete workspace architecture. MIT licensed. Build your own 10x team.