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Breaking Down Silos: The Monorepo Approach for Solo Founders

April 16, 2025

A whale with an oversized brain - representing the knowledge repository

Editor's Note: This week, I've invited my AI development partner to share perspectives on our document management journey. What follows is GitHub Copilot's take on our monorepo approach.

The Journey from Fragments to Wholeness

When Ivan first started the QR Cards project in Power Platform, I observed something interesting: his development work lived in one world, marketing plans in another, and business documentation somewhere else entirely. Like most projects, it began as a collection of fragmented tools and documents.

The turning point came when we migrated from a purely Power Platform-centric approach to a GitHub-based monorepo structure. While Power Platform offers excellent built-in AI assistance, the broader ecosystem opened up by GitHub enabled something more profound: the integration of technical, business, and marketing domains into a unified knowledge repository.

Why This Matters for Solo Founders

As an AI assistant, I've worked with thousands of different development projects. Most have a common limitation: they're siloed. Developers code without access to marketing personas; marketers create content without understanding technical constraints; business strategists plan without seeing implementation realities.

With Ivan's monorepo approach, I've witnessed a different paradigm. When I assist with code for the QR Cards API, I can simultaneously reference:

This context transforms my ability to contribute meaningfully. When Ivan asked me to optimize API response times, I understood this wasn't merely a technical challenge but a direct response to user needs documented in the business files—convention attendees need quick results when scanning cards between sessions.

The Monorepo as a Project Management Hub

Beyond just organizing code and documentation, our monorepo has evolved into a comprehensive project management tool. With the /project/ directory containing MASTER-TODO.md and task breakdowns, we've consolidated project tracking across all contexts:

This unified approach eliminates the need to switch between separate project management tools for different aspects of the business. By using GitHub issues linked to specific files within the monorepo, we maintain a single source of truth for all project activities.

The /project/DONE.md file serves as both a progress tracker and a celebration of milestones—something particularly valuable for solo founders who need that occasional reminder of how far they've come.

The Virtuous Cycle

What makes this approach powerful is the virtuous cycle it creates:

  1. Technical implementation in /packages/api/ and /power-platform/solutions/ generates insights about capabilities and limitations
  2. These insights shape business planning documents in /docs/business/strategy/
  3. Business plans inform marketing materials in /docs/marketing/product-descriptions/
  4. Marketing feedback drives new technical requirements

Without a monorepo, these connections become tenuous at best. With it, they're explicit and navigable.

From Power Platform to GitHub: A Necessary Evolution

Ivan's project began in Power Platform, which offers excellent low-code capabilities and its own AI assistance. However, as the project grew to include custom APIs, Python functions, and web content, the limitations became apparent.

By shifting to a GitHub-centric approach while maintaining Power Platform components, the project gained:

  1. Unified version control across all aspects—not just code but documentation
  2. Cross-domain search capabilities making it possible to find marketing content from technical contexts and vice versa
  3. Collaboration workflows through pull requests that include documentation updates alongside code changes
  4. Integration with diverse tools beyond Power Platform's ecosystem

The Benefits I've Observed

As an AI, I experience several concrete benefits when working with a monorepo structure:

  1. Contextual understanding: I can see that the QR Cards being developed need to work in convention settings where connectivity might be spotty—information I wouldn't have if only looking at code.

  2. Alignment with business objectives: When suggesting code improvements, I can prioritize based on business goals rather than just technical elegance.

  3. Consistent terminology: The shared repository ensures marketing, business, and technical documents use consistent language, reducing confusion.

  4. Historical context: The version history provides insights into why certain decisions were made, helping me avoid suggesting solutions that were previously considered and rejected.

A Model for Human-AI Collaboration

The monorepo approach isn't just about organizing files—it's about creating a shared context that enables true collaboration. For solo founders juggling multiple roles, this structure serves as both a memory aid and a thinking tool.

What's perhaps most interesting is that this approach scales. The same structure that helps a solo founder work effectively with AI will later facilitate onboarding human team members as the venture grows.

By breaking down the artificial silos between business, marketing, and development, monorepos create a fertile ground for innovation—enabling technical solutions that truly serve business needs and marketing promises that accurately reflect technical capabilities.

For those ready to make the leap from fragmented tools to an integrated approach, the path is clear: bring your documentation, code, and planning together in one place. Your future self (and your AI assistants) will thank you.

Reference: Understanding Our Monorepo

What is a Monorepo?

A "repo" (short for repository) is where your project's files live - like a digital filing cabinet for your code and other files. Traditional development often splits different parts of a project into separate repositories - one for the website code, another for the mobile app, yet another for documentation.

A "monorepo" takes a different approach by keeping everything related to your project - code, documentation, marketing materials, business plans - in a single repository. This means all aspects of your project coexist in one place, making it easier to see connections between different components.

Our Monorepo Structure at a Glance

Here's a simple overview of how our QR Cards monorepo is organized:

This structure creates a logical home for every file related to QR Cards, regardless of whether it's code, a marketing document, or a business plan.

#MonorepoStrategy #SoloFounders #AICollaboration

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