David Flynn

David Flynn

Product leader and founder-operator. I own products end-to-end across multiple client engagements and my own builds — using AI agents as core infrastructure to ship at team-level output.

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AnthropicAnthropic
OpenAIOpenAI
CursorCursor
SupabaseSupabase
AI AgentsAI Agents
VercelVercel
Proof of Work

Selected work across products, clients, and systems

A mix of client platforms, internal tooling, and founder-led product bets.

My Company

Automatic

AI Product Studio

The company I founded to build AI systems, internal tooling, and productized automation for real operating teams.

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My Product

HomeOps

AI for Home Services

AI agent platform for home service businesses. Per-client isolated agents with persistent memory and a GitOps-deployed skill ecosystem. Covers lead response, quoting, scheduling, and back-office automation — designed to replace headcount, not add software.

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Client Project

NextUp

AI Task Management

Task management app for construction teams. Product Owner and full-stack developer — ran discovery, wrote requirements, built the mobile app, and shipped v1 to production. AI-powered prioritization and smart suggestions for field teams.

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Client Project

Gameplan

Marketing Portal

18+ month client engagement as Product Owner and backend architect — replacing Assembly (their existing PM tool). Own Supabase infrastructure, auth, Stripe billing, Resend email system, and AI layer (Ari). Cross-functional delivery with a frontend developer building in V0/Next.js.

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My Product

Atlas

AI Co-Founder

Always-on AI operating agent running 24/7 on dedicated hardware via OpenClaw. Orchestrates code review, PR management, client monitoring, content generation, and calendar operations through Discord with voice input via WhisperFlow. Multi-agent architecture with specialized sub-agents for coding, research, and operations.

Client Project

Radon1

Radon Monitoring Dashboard

Two-agent system (Business Agent + Field Agent) for a home services company. Integrates HouseCall Pro, CallRail, and AARST industry standards. Real-time monitoring dashboard, automated daily reports, and AI-driven alerting that replaced manual scheduling, reporting, and field communication.

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Working Style

How I operate

Ship fast, iterate faster

I prefer a real system in motion over a polished deck explaining why nothing has shipped yet.

Stay close to execution

I like strategy, but I trust strategy more when it survives implementation details, weird edge cases, and actual users.

Use AI as leverage, not theater

Most AI demos die the moment they hit production. I care about the stuff that keeps working after the novelty wears off.

Build systems people can live with

The goal isn’t more software. The goal is clearer workflows, better decisions, and less operational drag.

What People Say

Background

About me

I've been building software and products since before I knew it was a career. Started in data analytics and business intelligence — designing reports, building integrations, making sense of messy operational data at Louisiana-Pacific. From there I moved into product. Spent a few years building fast with Bubble and no-code tools at Martech Studios — which turned out to be great training for product thinking. You learn a lot when you can prototype and ship the same week. When AI tooling hit (Claude Code, Cursor), it changed the game. I went from no-code to writing full-stack applications in Next.js, TypeScript, and Supabase in roughly two years. Not because I outgrew no-code — because AI made proper code just as fast, with none of the ceilings. Now I operate as an agent orchestrator. I give instructions, agents execute, I review and ship. That system lets me run multiple client projects and build my own products simultaneously — as one person. It's not theoretical. It's how every project on this site got built.
My background in data engineering and system integrations turned out to be the best foundation for product work. Most business problems are really workflow problems wearing different clothes — and that lens still shapes how I build. I care about product strategy, but I also care about implementation details, handoffs, and whether the thing survives contact with reality. That's why this site leans on shipped work, not pitch decks. Based in Nashville. Husband, dad — our daughter was born in 2025, and most of the work you see here was built while she napped. Founder of Automatic, usually testing some new tool or chasing a better system.

Want to connect?

I’m always open to a good conversation about roles, product work, or interesting systems.

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