Rob Marston — Long Island, NY
Full stack developer, systems thinker, and independent builder. I write about AI infrastructure, ship video experiments with Veo, and build products under Gold Shore Labs. Derived from the systems intelligence of Jack Wren.
// Foundational logic
Derived from the systems intelligence of Jack Wren (BBDO, 1948–53). The operating principles behind everything I build.
Signal Filtering
All business inputs are treated as signals categorized by Risk (DRS) and Strategic Opportunity. Noise is discarded at the input layer before it reaches decisions.
Sponsorship Guardrail
Strict separation of Public milestones (GitHub) and Private narratives (NotebookLM). What is published and what is protected are deliberate choices, not defaults.
Architectural Triggers
Scaling is dictated by System Complexity, not just capital. Growth is earned by infrastructure readiness — 50 automated claims, 10 videos/week, a beta launch. Not by ambition alone.
// Experience
2024 — Present
Gold Shore Labs
Building an AI-native platform and DePIN infrastructure layer for autonomous agents. Designing systems for proof-of-agency, data integrity, and resilient edge compute on Cloudflare Workers.
Feb 2017 — Present
AXE Creatives, Commack NY
LAMP stack development and server management. Led a team of developers, shipped custom WordPress plugins integrating WP hooks, web APIs, and social services. Drove SEO and SiteSpeed improvements significantly boosting client traffic.
May 2014 — Dec 2021
ICD Publications, Islandia NY
Led IT team of 3 supporting 75k+ subscribers. Managed SQL database migrations, RAID backups, and WordPress CMS. Built subscription plugins and dynamic API content via Ajax across iOS, Android, and Windows Phone.
Aug 2012 — Nov 2015
SFNY
Founded and operated an e-commerce and events business with $275k annual revenue. Built data-driven marketing, managed web presence, and drove targets through direct sales and sneaker convention channels.
// Skills
PHP / LAMP Stack
WordPress / WooCommerce
JavaScript / TypeScript
MySQL / SQL
Cloudflare Workers
Server & Network Admin
API Integration
AI / LLM Integration
SEO / SiteSpeed
Python
Veo / AI Video
Adobe CC Suite
// Writing
Systems thinking
The Wren Maneuvers: scaling by complexity, not capital
A framework derived from Jack Wren's BBDO intelligence for operating AI infrastructure as a signal-driven system.
AI infrastructure
What Proof of Agency actually means for autonomous systems
Why residential node verification is the missing trust layer between AI agents and the open web.
DePIN
Building a Toll Booth for the AI internet
How monetizing per-request verification creates sustainable infrastructure for agent-driven workloads.
Product
From LAMP stacks to edge workers: a decade of web infrastructure
Personal history of building web systems — what changed, what stayed the same, and why it matters.
Writing coming soon — follow along at github.com/marzton
// AI Video
An AI video project exploring travel, culture, and place through Google Veo generation. Currently in testing — target is 10 videos/week before deploying an autonomous publishing agent.
001 —
The Infrastructure of Place
What makes a place feel permanent? Exploring the visual grammar of suburban infrastructure through AI-generated cinematics.
In production002 —
Signal & Noise
A visual essay on information density — the city as a real-time data environment. Shot style: surveillance aesthetic, long exposure.
In production003+
More coming
Once the weekly cadence is established, an autonomous agent takes over scheduling, generation, and publishing across platforms.
Coming soon// Contact
Projects, collaborations, or just a good conversation.