Introducing AI Agents — Michael McRoskey

Dreamflow launch filmMotion · FlutterFlow · 2025

Promo plannerProduct · PSG · 2026

A marimekko chart of category share by retailer

Chart rendering engineData · Forty D3 renderers, any size or brand kit · PSG · 2026

AI commit messagesProduct · Source control in Dreamflow · 2025

FlutterFlow Wrapped, ArcadeProduct · FlutterFlow · 2025

Vis-à-VisDocumentary · Six countries · 2017

LumeTemplate · FlutterFlow Marketplace · 2024

Red BagNonprofit · 10,000 care packages for the homeless · 2012 to 2023

Four slides from a generated line review deck, fanned on orange

Deck generatorData · Retailer-ready decks, charted by the agent · PSG · 2026

Introducing AI AgentsLaunch film · FlutterFlow · 2024

A prompt box with theme color, text style, and widget chips

@-mention contextProduct · Context chips in the Dreamflow prompt · 2025

Demand product filmsMotion · Google Area 120, live music data for artists · 2020

Maggie and Michael McRoskey on stage at FFDC 2024

Integrating AI into your appsTalk · FFDC 2024, with Maggie McRoskey

Michael McRoskey speaking on stage at FlutterCon Europe

The IDE Flutter DeservesTalk · FlutterCon Europe, Berlin · 2025

Announcing DreamflowLaunch film · Dreamflow v1 · 2025

Birdseye calendarsProduct · A year on one wall

Michael McRoskey at the podium in a dark auditorium

AI-powered visual developmentTalk · FlutterFlow + Flutter · 2024

Penny sizzlerMotion · Intro film for a real estate marketing app · 2022

Experience

PERFECT STORE GROUPBoston, MA

Founding CTOFebruary 2026 – Present

0→1 Engineering Built an AI-powered CPG brokerage from a blank repo to production in 7 months; 6,400+ commits. Sole engineer across agent runtime, analysis pipeline, retailer reporting, brand, and iOS app.
Agent Architecture Agents run real analysis in isolated Modal sandboxes with client data mounted; category-management practice encoded as 53 markdown skills so product logic changes by pull request.
Data Visualization 40 D3 chart renderers exported directly into branded PowerPoint decks (PptxGenJS) for retailer buyer meetings.

FLUTTERFLOWMunich, Germany (Remote) · New York, NY

Product Manager & UX EngineerJuly 2025 – February 2026

Technical Leadership Direct project work, priority, and execution for 4-person AI engineering pod building Dreamflow, an AI coding agent with 100k+ users and 1M prompts processed.
Admin Panel Built 9K+ LOC Flutter admin panel for debugging AI conversations, including thread visualization, latency analysis, code diff viewer, and tool call analysis.
LLM Infrastructure Implemented Cerebras and Groq integrations with OpenAI-compatible streaming, token quota handling, and exponential backoff retry logic.
Context System Shipped 4K+ LOC @mention context system to allow users to specify context for the AI agent, including category menus, search, widget/theme/file context chips, and server-side prompt injection.

Lead · MarketplaceOctober 2023 – October 2025

0→1 Product Scaled Marketplace from 0 to 1,400 active templates and 580K clones, serving 2.9M platform users. Grew GMV 9x YoY; $500K+ paid to 120 creators across 51 countries.
Review System Designed and automated App Store-style submission review process; trained review team, built DMCA compliance workflow, achieved predictable turnaround times.
Backend & Performance Migrated item cloning to Cloud Functions—reduced latency 3x, error rate → 0%. Built Algolia search, BigQuery streaming exports, Mixpanel dashboards.
Growth & Content Produced 10 videos (700K+ YT views), 20K personalized Wrapped videos, FFDC visuals. Recruited and mentored Growth Hacker.
Team Managed 2 FTEs and 5 contractors; interviewed 17 candidates across PM, Engineering, and Growth roles.

GOOGLEMountain View, CA · Munich, Germany

Technical Program Manager · Source ManagementNovember 2020 – October 2023

Promoted L4→L5 Lead TPM supporting 80+ engineers building Git and internal version control systems. Relocated to Munich; onboarded 2 TPMs, served as dotted-line manager.
Cross-Company Led collaboration with Meta on solutions to Apple deprecations impacting internal code access at both companies.
Google-Wide Comms Planned communications for deprecations, product updates, and large-scale migrations impacting 100K+ engineers.
Source Metrics Organized cross-org initiative defining common metrics across Git and internal VCS. Built SQL dashboards for leadership.

Technical Program Manager · Core CapacitySeptember 2018 – November 2020

Promoted L3→L4 Assumed project lead for multi-PA resource efficiency tooling. Contributed 8K+ LOC Python; coordinated development across 3 time zones.
$5M/yr Savings Optimized compute resource shape, removing idle RAM from Core fleet. Automation improved capacity risk metrics by >70%.
Hiring Onboarded 7 new hires (L2–L6). Represented Google for on-campus recruiting for 2 years.

Technical Program Manager Intern · Cloud NetworkingSummer 2017

Cloud Load Balancer Managed public launch. Cloud NAT Planned implementation and integration tests.

THE RED BAGSan Diego, CA

Founded nonprofit providing $5 care packages to homeless. Sold 15,000+ bags via Amazon storefront. Led 1,000+ student volunteers. Pitched to Shark Tank investor; featured in 10+ publications.

Technical Skills

Languages
Dart, Python, TypeScript, SQL

Frontend
Flutter, React, HTML/CSS

Backend
Firebase, Cloud Functions, Node.js

AI/ML
Agent Harnessing, LLM APIs (OpenAI, Anthropic, Google), RAG, prompt engineering

Data
Mixpanel, BigQuery, Looker

Infrastructure
GCP, GitHub Actions, Protobuf

Speaking

FlutterFlow Developers Conference 2024

New York · "Integrating AI into Apps"

Projects

DreamFlow Promo Video

2-min motion graphics for AI product launch

FlutterFlow Wrapped

Personalized year-in-review (2023–2025)

Vis-à-Vis Documentary

Produced 2-part film on refugees in Europe

Podmate

AI-powered podcast summarization emails

Michael McRoskey