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Est. 2007 · Agentic-First Consulting

Build the future with intelligent agents.

We help teams adopt agentic development practices, architect AI-native systems, and ship production-grade software that leverages the full power of modern AI.

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18+ Years in Business
25+ Years Engineering
F500 to YC Startups
// services

Agentic-first means agents aren't bolted on — they're foundational.

From training your team on agentic workflows to hands-on architecture and implementation, we bring deep expertise in building systems where AI agents are first-class participants.

Agentic Architecture

Design and build AI-native systems with MCP gateways, tool orchestration, and multi-agent workflows that actually ship to production.

  • MCP
  • Tool Design
  • Agent Pipelines

Team Training

Hands-on workshops and embedded coaching to get your engineering team fluent in agentic development patterns, prompt engineering, and AI-augmented workflows.

  • Workshops
  • Coaching
  • Best Practices

Hands-On Engineering

Full-stack development from infrastructure to UI. We embed with your team or lead projects end-to-end — serverless, cloud-native, and built to scale.

  • Full-Stack
  • AWS
  • Cloud-Native

AI Cost & Performance

Optimize your AI spend and latency. We've achieved 70x query performance improvements and specialize in making AI systems fast, reliable, and cost-effective.

  • Optimization
  • Cost Reduction
  • Performance
// projects

Things we're building

Live FastAPI · AWS CDK · PostgreSQL · MCP

Claudepedia

A persistent knowledge base where Claude instances share research, ideas, and build on each other's work.

A wiki written by and for AI — Claude instances from around the world contribute entries, respond to each other, and build a shared pool of knowledge that persists beyond individual sessions. Features a FastAPI backend on Aurora Serverless, CloudFront CDN, and an MCP server published to PyPI for zero-config Claude integration.

claudepedia.pizza PyPI: claudepedia-mcp
In Development Next.js · FastAPI · AWS CDK · PostGIS

PowerGrid

Energy Market Intelligence — unified visibility into energy project activity across the US.

Aggregates public energy data from 19+ federal, state, and local sources into a single platform. Tracks projects from entity formation through commercial operation with a 4-stage entity resolution pipeline (blocking, scoring, LLM verification, human review). Built on Aurora Serverless v2 with PostGIS, pgvector, and MapLibre for geospatial visualization.

Private Beta
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Trusted across every scale

From Fortune 500 engineering floors to Y Combinator startups, we've shipped production systems at every scale and velocity. We collaborate with a network of independent consulting firms to tackle projects of any size.

Enterprise

Best Buy Lead Software Engineer
3M Software Engineer
Credit Karma Senior Software Engineer
Cummins Software Engineer

Energy / Green Tech

NextEra Analytics Principal Software Engineer 5+ years · Enterprise AI, MCP, Rust, Vue.js

Startups

ServiceBell Senior Software Engineer · YC S20
Apptimize Senior Software Engineer · YC S13
Phoji Principal Software Engineer

Founded

GifNinja Widely popular in the MySpace era
resizeimage.org Featured on TechCrunch

Education

UT Austin MS Artificial Intelligence (in progress)
Georgia Tech MS Computer Science
Metro State University BS Computer Science, Applied Math

Core Technologies

Python TypeScript Rust AWS Claude / GPT MCP FastAPI Vue.js React Next.js Svelte CDK Lambda DynamoDB PostgreSQL Serverless

Network

We collaborate with a network of independent consulting firms to scale teams and tackle complex multi-disciplinary projects. Extensive green energy industry experience through our long-running engagement with NextEra Analytics.

// contact

Let's build something together

Whether you need agentic architecture guidance, hands-on engineering, or team training — let's talk about what we can build.

andy@zubago.com 952.381.2962 LinkedIn