The Solo Founder Ecosystem: Tools, Frameworks & Resources

Tools, frameworks, and resources built to help solo founders ship faster, stay discoverable, measure impact, and grow sustainably—from development to marketing.

Built by a Solo Founder, For Solo Founders

Each project in this ecosystem emerged from real pain points—the kind that keep you up at night or slow you down during the day. These aren't theory or experiments. They're production tools I use to run my own business and build my own products.

Ecosystem Principles

Works Independently - Use one, use all, or pick and choose
Compounds Together - Maximum impact when combined
Open Source First - Transparent, forkable, community-driven
Documentation Heavy - Because undocumented tools are unusable tools
Solo Founder Scale - No enterprise bloat, just what you need
01

AGENT-11

Your Elite Development Squad in Claude Code

Active Development

The Problem It Solves

Solo developers waste 60-80% of their time on coordination, context-switching, and rework. You have the skills to build it, but wearing every hat (strategist, developer, tester, deployer) simultaneously is crushing productivity.

The Solution

AGENT-11 deploys 11 specialized AI agents directly into Claude Code as your personal dev team. Execute complex missions with a single /coord command. Each agent has specialist-level expertise, explicit tool permissions, and context preservation that eliminates 87.5% of rework.

Key Capabilities

  • 17 pre-built missions (BUILD, FIX, MVP, DEPLOY, OPTIMIZE, and more)
  • Context Preservation System (zero context loss between specialists)
  • Extended Thinking Protocols (37.5% faster delivery)
  • 1,370-line Field Manual (professional-grade architecture templates)
  • MCP Integration (15+ service integrations out of the box)

Perfect For

  • Solo founders building MVPs in weeks, not months
  • Technical founders who need team-level execution without team overhead
  • Developers shipping complex features while maintaining quality

Tech Stack

Claude Code, Multi-Agent Orchestration, File-Based Agent System

02

LLM.txt Mastery

Make Your Documentation AI-Ready in Minutes

Active Development

The Problem It Solves

Your documentation is invisible to AI systems. ChatGPT, Claude, and Cursor can't find your library, understand your API, or reference your framework because your docs aren't optimized for LLM consumption.

The Solution

LLM.txt Mastery implements the llms.txt standard (proposed by Answer.AI) to make your documentation instantly discoverable by AI systems. Generate both /llms.txt (navigation) and /llms-full.txt (complete content) in the format LLMs expect.

Key Capabilities

  • One-command generation from existing documentation
  • Automatic structure optimization for LLM context windows
  • Validation against llms.txt standard specification
  • Integration with Mintlify, Cursor, and other AI-native tools
  • SEO benefits: discoverable by both humans AND AI

Perfect For

  • Open-source library maintainers who want AI to recommend their tools
  • SaaS founders who need AI assistants to understand their API
  • Technical writers optimizing documentation for AI-first developers
  • Developer advocates increasing framework adoption

Tech Stack

Markdown Processing, LLM.txt Standard, Documentation Transformation

03

AI Impact Scanner

Quantify AI's Real Business Impact, Not the Hype

Planning Phase

The Problem It Solves

Everyone talks about "AI transformation," but few can measure actual ROI. Is your AI implementation saving time? Increasing revenue? Reducing costs? Or just creating expensive complexity?

The Solution

AI Impact Scanner cuts through the hype with data-driven analysis of AI's real impact on your business. Track time savings, quality improvements, cost reductions, and revenue impact. Get concrete metrics that justify (or question) your AI investments.

Key Capabilities

  • Automatic time-to-value measurement (how fast AI delivers results)
  • Quality metrics (accuracy, consistency, error reduction)
  • Cost analysis (AI spend vs. manual alternative costs)
  • Revenue attribution (AI's contribution to growth)
  • Comparison framework (AI vs. traditional approaches)

Perfect For

  • Solo founders evaluating whether AI tools are worth the investment
  • Product teams measuring AI feature impact on user satisfaction
  • Technical leaders presenting AI ROI to stakeholders
  • Consultants advising clients on AI adoption strategy

Tech Stack

Analytics Pipeline, Business Intelligence, Impact Measurement

04

Evolve-7

Multi-Modal AI Insight Engine for Personal & Business Evolution

Active Development

The Problem It Solves

You're drowning in data but starving for insights. Business metrics, personal habits, health data, project progress—scattered across a dozen tools with no way to see how they connect or what they mean.

The Solution

Evolve-7 is a multi-modal AI insight engine that ingests data from any source (text, images, numbers, files) and delivers actionable insights for personal and business evolution. Think of it as your AI analyst that connects all the dots.

Key Capabilities

  • Multi-Modal Analysis: Process text, images, metrics, documents—any data format
  • Pattern Recognition: AI identifies trends, correlations, and opportunities you'd miss
  • Actionable Insights: Not just data visualization—actual recommendations for improvement
  • 7-Day Evolution Cycles: Weekly insights that compound over time
  • Cross-Domain Intelligence: See how business metrics affect personal well-being and vice versa

Perfect For

  • Solo founders tracking business + personal metrics holistically
  • Data-driven professionals who want insights, not just dashboards
  • Anyone seeking evidence-based decision making across all life domains

Tech Stack

Multi-Modal AI, Data Integration, Insight Generation, Claude/GPT APIs

05

Solo Market

Build in Public, Launch & Sales Platform for SaaS, Apps, Tools & Services

Active Development

The Problem It Solves

You're building alone, launching alone, and selling alone. No audience, no launch strategy, no distribution channel. Traditional platforms don't work for solo founders—they're built for teams with marketing budgets.

The Solution

Solo Market is the complete build-in-public, launch, and sales platform designed specifically for solo founders shipping SaaS, apps, tools, and services. Build your audience while you build, launch with momentum, and sell without a sales team.

Key Capabilities

  • Build in Public Hub: Document your journey, grow your audience pre-launch
  • Launch Infrastructure: Countdown pages, waitlists, launch day automation
  • Sales Platform: Storefront, checkout, delivery—everything you need to monetize
  • Distribution Tools: Built-in audience, community features, cross-promotion
  • Solo-Optimized: No team needed, no marketing expertise required

Perfect For

  • Solo SaaS founders building their first paid product
  • Indie hackers launching apps, tools, or digital services
  • Technical founders who want to build AND market simultaneously
  • Anyone tired of launching to crickets

Tech Stack

Next.js, Stripe, Email Automation, Community Platform, Analytics

06

JamieWatters.work

Portfolio & Central Hub for All Projects

Active - Built with AGENT-11

The Hub

Your central destination for all things Jamie Watters. Portfolio, blog, project index, and contact hub. Think of it as the homepage for the entire ecosystem. Built entirely with AGENT-11 to demonstrate the framework's capabilities for professional web development.

Key Features

  • Complete project portfolio with case studies
  • Technical blog and thought leadership
  • Contact information and social links
  • Updates on new projects and releases
  • Behind-the-scenes development insights
  • Living proof of AGENT-11's real-world capabilities

Tech Stack

Next.js, Tailwind CSS, MDX for content, built with AGENT-11 framework

07

AI Search Mastery

SEO & AI Search Optimization Expertise

Active

The Hub

Your go-to resource for understanding and mastering AI-powered search. Covers SEO, LLM optimization, and how to ensure your content is discoverable in the age of AI search.

Key Capabilities

  • AI search fundamentals (ChatGPT, Claude, Perplexity search)
  • SEO strategy for AI-first discovery
  • LLM.txt implementation guides
  • Case studies and real-world optimization
08

Mastery-AI Framework

AI Implementation Methodology for Real-World Results

Published - Built with AGENT-11

The Hub

A comprehensive framework for implementing AI in your business without the hype. Practical methodology covering strategy, implementation, measurement, and optimization. Built with AGENT-11 to demonstrate the framework's capability for creating structured methodologies and documentation.

Key Capabilities

  • AI readiness assessment
  • Use case identification and prioritization
  • Implementation roadmap
  • Success metrics and measurement
  • Continuous optimization protocols

Tech Stack

Built With: AGENT-11 framework for content structure and methodology development

09

BOS-AI

Built with AGENT-11 - Building Agents & Business Framework from Idea to IPO and Beyond

Open Source

The Hub

BOS-AI is a fascinating project—it was built WITH AGENT-11, yet it also INSPIRED the creation of AGENT-11. This feedback loop demonstrates the power of both systems working together. The vision: Building agents and creating a comprehensive business framework to automate any business from idea to IPO and beyond. BOS-AI combines multi-agent orchestration with business process automation to handle everything: strategy, operations, finance, marketing, sales, and scaling.

Key Capabilities

  • Context Preservation System: Eliminates agent "amnesia" through structured handoffs
  • Business Automation: End-to-end automation of business operations
  • Agent Orchestration: Multiple specialized AI agents working in coordination
  • Complete Framework: From startup idea through growth to IPO and beyond
  • Scalable Architecture: File-based context accumulation for perfect audit trails

How the Ecosystem Fits Together

🏗️

Build

AGENT-11 → Build your product fast

🔍

Discover

LLM.txt Mastery → Make it discoverable to AI

📊

Measure

AI Impact Scanner → Measure what's working

🚀

Sell

Solo Market → Get customers

🌱

Sustain

Evolve-7 → Sustain the journey

🎯

Connect

All projects → Working together

Each tool solves one problem exceptionally well. Together, they cover the full solo founder journey from idea to scale.

Start with AGENT-11, Explore the Rest

AGENT-11 is production-ready today. The rest of the ecosystem is in various stages of development. Want to follow along or contribute?