Changing how the world works.
We are a collective of software developers, designers and thinkers building tools and platforms that empower individuals and communities — striking balance between production and consumption for a more equitable, sustainable future.

Portfolio
Building smart tools for a smarter world
Explore our portfolio of AI agents and apps.
Flagship · Civic Tech

#local
Location-Based Community Platform
The fastest way to report potholes, illegal dumping, broken lights and other civic issues directly to your local government.
Zer0
AI Agents for Small Businesses
Embeddable smart agent for your website. Automate customer support, lead generation, and sales with AI.

zero-shot SDD
Claude Code Native Coding Agent Harness
An open-source spec-driven-development harness for Claude Code — orchestrating autonomous coding agents for zero-shot software delivery.
Brands
Brands our team has worked with
Teach your team to build with AI
Practitioner-led programs from the engineers behind our own AI agents — from literacy to shipping agentic systems with Claude Code.
AI Literacy for Teams
From zero to confident — how modern AI actually works and how to use it well, every day.
- ›How LLMs work, in plain terms
- ›Prompting & context design
- ›Safe, effective everyday use
Agentic AI & Claude Code
Build real agents that take actions — tool use, retrieval, and agentic coding with Claude Code.
- ›Tool use, MCP & RAG patterns
- ›Agentic coding with Claude Code
- ›Evaluation & guardrails
Multi-Agent Systems in Production
Orchestrate fleets of agents and ship them into your stack with confidence.
- ›Multi-agent orchestration
- ›Cost, latency & observability
- ›Security & governance
Built on the canon
Our curriculum draws on the foundational texts in agentic AI:
- •Artificial Intelligence: A Modern Approach — Russell & Norvig
- •An Introduction to MultiAgent Systems — Wooldridge
- •AI Agents and Applications: LangChain, LangGraph & MCP — Infante
- •Designing Multi-Agent Systems — Dibia
- •Agentic AI Engineering — Gunjan
- •Generative AI Design Patterns — Lakshmanan & Hapke
Stack
Technologies we support
Integrate AI across your existing tech stack.
Reach
Domains we work across
Deep expertise across technology and business workflows.