Five years of product before that. Three startups co-founded. I learned the craft writing specs that make engineers say “yes I can build that this sprint” — and watching D30 curves at 4am.

AI changed what one PM-builder can do. Specs to prototypes in a day, production code by morning. Hunting the next AI-native team to do it with.

Resume (PDF)Get in touch

HOW I WORK

Three steps. All amplified with AI.

Research → Spec

Design → Prototype

Ship → Measure

AI-NATIVE

A workflow,
not a chat window.

~ jacob/zatrovo · claude.workflow

$ claude --parallel 4

~ jacob/zatrovo · claude.workflow

$ claude --parallel 4

[environment]

Claude Code runs inside VS Code · integrated terminal · git-aware sessions

GitHub wired in · PRs, commits, branches, diffs all driven from the CLI

Local dev server + staging + prod databases reachable per session

[orchestration]

Sub-agents fan out for parallel work · research, engineering, review, ops

Each agent gets isolated context · focused brief · token budget per task

Plan-first prompts · execution path locked before code lands

Context discipline · only what the task needs, never more

[knowledge & routing]

CLAUDE.md at repo root · nested files for subsystems

Doc hierarchy designed for fast lookup at low token cost

Conventions, file paths, gotchas all encoded so agents read once and route correctly

[research handoff]

Claude (web) for scoping · market research · competitor scans · spec drafting

Handoffs written as markdown briefs · piped into Claude Code as the build prompt

[enhancers]

MCP servers · Supabase, GitHub, Figma surfaced as native tools inside the session

Skills · codified workflows the agent invokes on demand

Hooks · gate destructive actions · automate housekeeping

Playwright · agent-driven e2e + screenshot review for UI changes

shipped: Zatrovo (live SaaS) · this site

STACK ─Claude CodeClaude (web)VS CodeGitHub CLICLAUDE.mdSub-agentsMCP serversSkillsHooksPlaywrightSupabaseVercel

Stack

Tools, frameworks, and disciplines I work in.

Product & Design

AI Product Management, Stakeholder Management, Roadmaps, Agile, UX / UI…

AI Product Management
Stakeholder Management
Roadmaps
Agile
UX / UI
Data Analysis
Leadership

Engineering

Next.js, React, JavaScript, HTML, CSS…

Next.js
React
JavaScript
HTML
CSS
Tailwind
Python
Supabase
PostgreSQL
Stripe

AI Coding

Claude Code, Cursor, Agentic AI, Sub-agents, MCP servers…

Claude Code
Cursor
Agentic AI
Sub-agents
MCP servers
Hooks
Prompt design
Vercel

Web3 & Games

Unity, Game Design, Gamification, NFT mint design, Tokenomics…

Unity
Game Design
Gamification
NFT mint design
Tokenomics
Telegram MiniApps
TON
Abstract
Immutable
Polygon

Tools & Analytics

Figma, Notion, Jira, Trello, Miro…

Figma
Notion
Jira
Trello
Miro
GitHub
GA4
Metabase

LET'S TALK

Let's build incredibleproducts together.

Open to PM/Builder roles at AI-first companies.

jacobmhorgan@gmail.com

AVAILABLE · MAY 2026LONDON · CHIANG MAI · REMOTE

Product Manager.Founder.AI Native.

Key projects

Zatrovo

Zatrovo

Aradena

Aradena

True Miner

True Miner

Chess Universe

Chess Universe

Irvale