Skip to main content

Loading…

Skip to main content
HomeProjectsPostsResourcesContact
Justin Tsugranes LogoJustin Tsugranes Logo

Justin Tsugranes

HomeProjectsPostsResourcesContact

Stay in the loop

Occasional notes on what I'm building, lessons earned, and the studio behind it.

By subscribing, you agree to receive No spam. Unsubscribe in one click anytime. from Justin Tsugranes. No spam. Unsubscribe anytime. Privacy Policy

© 2026 Total Ventures LLC. All rights reserved.

Privacy PolicyTerms of ServiceCookie Policy

Writing

Blog

Insights, articles, and lessons to help you grow and live intentionally.

Building an AI Story App: Architecture and Lessons from Inky

Latest

Building an AI Story App: Architecture and Lessons from Inky

A look inside the architecture and decision-making process of building Inky, an AI-powered storytelling application, as a solo operator with an agentic workforce.

June 24, 2026
Profit Over Revenue: The Math of a One-Person Studio

Profit Over Revenue: The Math of a One-Person Studio

Stop chasing vanity metrics. Learn why a profit-first approach to digital products and services beats high-revenue, low-margin consulting every time.

Jun 23, 2026
Building an AI Story App: Architecture and Lessons from Inky

Building an AI Story App: Architecture and Lessons from Inky

How I built Inky, an AI storytelling app, using a one-person studio model and an agentic workforce. Real lessons on architecture and product longevity.

Jun 23, 2026

Building a Shared Operational Substrate with MCP Servers

Stop duplicating service clients across your agent workforce. Learn how VERA uses MCP servers to expose studio financials and approvals to every agent through a single protocol.

Jun 22, 2026

Parallelizing Claude Code: Git Worktrees and Agent Workflows

Stop fighting git locks. Learn how to run multiple Claude Code agents concurrently using git worktrees and ephemeral branches for conflict-free agentic engineering.

Jun 22, 2026

MCP Servers vs. Skills: A Decision Framework for Operators

Most custom integrations don't require a full MCP server. This guide breaks down when to build stateful servers and when to stick to procedural skills for agentic engineering.

Jun 22, 2026

Craig Newmark’s $500M Philanthropy: A Lesson in Durable Ownership

Craig Newmark has donated half a billion dollars. This news highlights how a simple, durable digital product can fund a legacy when you build to keep.

Jun 22, 2026

OpenAI Academy: Building the AI-Native Workforce

OpenAI has launched new Academy courses. For owners, this isn't about learning to prompt; it's about architecting the systems that run your business.

Jun 16, 2026
Building an AI Story App: Lessons from Shipping Inky

Building an AI Story App: Lessons from Shipping Inky

I am building Inky as a permanent asset for Total Ventures. Here is the architecture and the logic behind building an AI story app that lasts.

Jun 16, 2026

Building an AI Story App: Lessons from Shipping Inky

Real lessons from building an AI story app. Explore the architecture of agentic engineering and the permanent equity model behind Inky.

Jun 15, 2026
Building an AI Story App: The Architecture of Inky

Building an AI Story App: The Architecture of Inky

Building an AI story app requires moving past simple prompts to agentic engineering. Here is how I built Inky as a permanent equity asset for Total Ventures.

Jun 15, 2026
Building an AI Story App: Lessons from Shipping Inky

Building an AI Story App: Lessons from Shipping Inky

Insights from building Inky, an AI-native storytelling application. I cover the architecture, agentic engineering, and the reality of shipping AI products today.

Jun 14, 2026
Building an AI Story App: Architecture and Ownership

Building an AI Story App: Architecture and Ownership

A look at the engineering and ownership decisions behind Inky, an AI-native storytelling product built for permanent equity and long-term operation.

Jun 14, 2026

πFS: The Permanent Protocol for AI-Native Assets

We are moving our core assets to πFS. In the world of permanent equity, ephemeral storage is a liability. Here is how we are shipping agentic engineering today.

Jun 12, 2026

The Ladder of Trust: From Open-Builds to Custom Engineering

Why the transition from free artifacts to custom engineering is the only sustainable way to build a permanent equity portfolio in the age of agentic engineering.

Jun 12, 2026
Building an AI Story App: Lessons from Shipping Inky

Building an AI Story App: Lessons from Shipping Inky

Building an AI story app requires more than just a prompt. I am sharing the architecture and operational decisions behind Inky, a product built for permanent equity.

Jun 11, 2026

Building an AI Story App: Lessons from Shipping Inky

Building an AI story app requires more than a prompt. I am sharing the architectural decisions and lessons learned from shipping Inky as a permanent asset.

Jun 10, 2026

Building an AI Story App: Systems for Permanent Equity

A look inside the architecture and ownership logic of Inky, an AI storytelling app built to be kept forever and operated by agents.

Jun 10, 2026

Building an AI Story App: Lessons from Agentic Engineering

Shipping an AI story app requires moving past simple prompts to agentic engineering. Here is how I built Inky as a permanent equity asset.

Jun 10, 2026
Building a Programmatic SEO Site Build for High-Scale Media

Building a Programmatic SEO Site Build for High-Scale Media

How to architect a data-driven media engine that scales to thousands of pages. A look at the systems behind a programmatic SEO site build for motorsport.

Jun 7, 2026
Building a Digital Product Funnel: A Solo Operator’s System

Building a Digital Product Funnel: A Solo Operator’s System

How I built a maternal-health brand funnel solo using AI as the team. From lead magnet to booking, here is what shipped and what I learned the hard way.

Jun 7, 2026
Building an AI Story App: Lessons from Shipping Inky

Building an AI Story App: Lessons from Shipping Inky

I am building Inky, an AI storytelling app. Here is the architecture, the failures, and the systems required to ship a generative product that actually works.

Jun 7, 2026

Building a Programmatic SEO Site Build for F1 Media

How to architect a programmatic SEO site build using real-time data and AI agents. A look inside the F1 media engine I am shipping today.

Jun 6, 2026
Building a Digital Product Funnel: A Solo Operator's System

Building a Digital Product Funnel: A Solo Operator's System

A look inside the build of a maternal-health brand funnel. I cover the architecture of the lead magnet, email sequence, and booking system, and what I learned the hard way.

Jun 6, 2026
Page 1 of 5Older →