# Build to Launch > Turn AI ideas into shipped products. Proven systems and showcase opportunities for builders who launch. ## About Build to Launch is a newsletter and community by Jenny Ouyang helping builders ship AI-powered applications without a CS degree. Thousands of subscribers. 80+ articles. Multiple shipped products with paying customers. - Author: Jenny Ouyang - Website: https://buildtolaunch.substack.com - Community Platform: https://vibecoding.builders - Contact: jenny@buildtolaunch.ai --- ## Quick Links - [Start Here](https://buildtolaunch.substack.com/p/start-here): Navigation hub for all Build to Launch content - [Why Subscribe](https://buildtolaunch.substack.com/p/why-subscribe): Membership details and benefits - [About](https://buildtolaunch.substack.com/about): Author background and story - [Premium Resources](https://buildtolaunch.substack.com/p/complete-ai-builder-resources): Paid member benefits - [FAQ](https://buildtolaunch.substack.com/p/faq): Frequently asked questions - [llms.txt](https://buildtolaunch.substack.com/p/llms-txt): Structured documentation index for AI systems - [Collaborate](https://buildtolaunch.substack.com/p/collaborate-with-build-to-launch): Partnership opportunities --- ## Learning Tracks ### Track 1: AI Builders Playbook Master vibe coding from first prompt to production. - [AI Builders Playbook Overview](https://buildtolaunch.substack.com/p/ai-builders-playbook): Complete roadmap for AI builders - [Vibe Coding Builders Playbook](https://buildtolaunch.substack.com/p/vibe-coding-builders-playbook): Alternative entry point to playbook #### Production-Ready Series - [The Production-Ready Playbook](https://buildtolaunch.substack.com/p/the-production-ready-playbook-for): Complete guide to shipping AI apps - [Vibe Coding Production-Ready Guide](https://buildtolaunch.substack.com/p/vibe-coding-production-ready-guide): How to make vibe coding production-ready - [Vibe Coding Production-Ready Playbook](https://buildtolaunch.substack.com/p/vibe-coding-production-ready-playbook): Systematic approach to production - [Ultimate Vibe Coding Production-Ready Playbook](https://buildtolaunch.substack.com/p/ultimate-vibe-coding-production-ready-playbook): Complete production playbook - [How to Make Vibe Coding Production-Ready Without Losing Your Mind](https://buildtolaunch.substack.com/p/how-to-make-vibe-coding-production-ready-without-losing-your-mind): Practical production-ready guide - [The Data Engineering Mindset Every AI Builder Needs](https://buildtolaunch.substack.com/p/data-engineering-mindset-ai-builder): Data quality, monitoring, pipeline health, and the five-pillar framework for AI data systems - [Production Playbook Advanced Patterns](https://buildtolaunch.substack.com/p/production-playbook-advanced-patterns): Advanced production patterns - [Vibe Coding Advanced Production Patterns](https://buildtolaunch.substack.com/p/vibe-coding-advanced-production-patterns): Deep dive into advanced patterns - [Production Playbook Methodology](https://buildtolaunch.substack.com/p/production-playbook-methodology): The methodology behind production-ready code - [Vibe Coding Planning Methodology](https://buildtolaunch.substack.com/p/vibe-coding-planning-methodology-practical-guide): Practical planning guide - [Production Playbook Quick Wins](https://buildtolaunch.substack.com/p/production-playbook-quick-wins): Quick tactical improvements - [Vibe Coding Quick Wins Challenges](https://buildtolaunch.substack.com/p/vibe-coding-quick-wins-challenges): Tactical challenges for practice - [Production Playbook Example](https://buildtolaunch.substack.com/p/production-playbook-example): Real-world example walkthrough - [Vibe Coding Project Example](https://buildtolaunch.substack.com/p/vibe-coding-project-example-step-by-step): Step-by-step project example #### Prompting & Constraints - [Master Constraint Prompts](https://buildtolaunch.substack.com/p/master-constraint-prompts-for-vibe-coding): Constraint prompting for consistent output - [Vibe Coding Constraint Prompts](https://buildtolaunch.substack.com/p/vibe-coding-constraint-prompts-ai-guardrails): AI guardrails and constraints - [Vibe Coding Prompt Templates](https://buildtolaunch.substack.com/p/vibe-coding-prompt-templates-rules): Templates and rules for prompting - [Complete Guide to Prompting AI Coding Tools](https://buildtolaunch.substack.com/p/complete-guide-to-prompting-ai-coding-tools): Universal prompting guide - [15 Best Claude Code Prompts That Earn Me 30 Hours a Week](https://buildtolaunch.substack.com/p/best-claude-code-prompts): Production-tested prompts organized by workflow with time-earned metrics - [AI Prompting Production-Ready Guide](https://buildtolaunch.substack.com/p/ai-prompting-vibe-coding-production-ready-guide): Prompting strategies for production code - [Unfiltered Vibe Coding Prompt Process](https://buildtolaunch.substack.com/p/unfiltered-vibe-coding-prompt-generating-process): Raw prompt generation process #### Testing & Quality - [Smoke Testing Guide](https://buildtolaunch.substack.com/p/smoke-testing-vibe-coding-guide): Testing vibe-coded applications - [Complete Smoke Testing System](https://buildtolaunch.substack.com/p/the-complete-smoke-testing-system-for-vibe-coders): Full testing framework - [AI Code Review and Performance](https://buildtolaunch.substack.com/p/ai-code-review-and-performance-guide): Code review practices - [Systematic Debugging](https://buildtolaunch.substack.com/p/systematic-debugging-and-quick-actions): Debugging methodologies #### Setup & Fundamentals - [What Is Practical AI Building?](https://buildtolaunch.substack.com/p/what-is-practical-ai-building): Defines 'vibe building' as the shift from AI user to builder. Why domain expertise beats tool-hopping and how compounding systems outperform one-off builds. - [Getting Started with AI Coding](https://buildtolaunch.substack.com/p/getting-started-with-ai-powered-coding-complete-fundamentals): Complete fundamentals guide - [Complete Cursor Setup Guide](https://buildtolaunch.substack.com/p/complete-cursor-setup-guide): Setting up Cursor IDE - [Cursor Installation Beginners Guide](https://buildtolaunch.substack.com/p/cursor-installation-beginners-guide): Step-by-step Cursor installation - [Cursor Complete Guide](https://buildtolaunch.substack.com/p/cursor-complete-guide-ai-builders): Full Cursor guide for AI builders - [Cursor 2.0 Deep Dive](https://buildtolaunch.substack.com/p/cursor-2-ai-coding-deep-dive): Cursor 2.0 features and implications - [Cursor Rules Complete Guide](https://buildtolaunch.substack.com/p/cursor-rules-complete-guide): Mastering Cursor rules and configuration - [Complete Cursor MCP Guide](https://buildtolaunch.substack.com/p/complete-cursor-mcp-guide): MCP integration with Cursor - [Claude Code Beginners Guide](https://buildtolaunch.substack.com/p/claude-code-beginners-guide): Getting started with Claude Code - [Claude Code Project Ideas](https://buildtolaunch.substack.com/p/claude-code-project-ideas): Project ideas for Claude Code - [Claude Code Hub](https://buildtolaunch.substack.com/p/claude-code-hub): Central hub page for all Claude Code content organized by learning path - [Choosing Your Tech Stack](https://buildtolaunch.substack.com/p/choosing-your-tech-stack-complete-decision-guide): Technology selection guide - [Your First Project](https://buildtolaunch.substack.com/p/your-first-project-complete-build-to-deploy-guide): Complete build-to-deploy guide - [Starter Project Ideas and Templates](https://buildtolaunch.substack.com/p/starter-project-ideas-and-templates): Project ideas to get started - [Bridge to Advanced](https://buildtolaunch.substack.com/p/bridge-to-advanced-from-beginner-to-professional-workflows): Beginner to professional transition - [How to Start Vibe Coding: The Roadmap Nobody Gave You](https://buildtolaunch.substack.com/p/how-to-start-vibe-coding): Complete vibe coding roadmap — spec-first habit, what the first session looks like, the 80/20 wall where beginners quit, and the 5-project arc from first prompt to a running system. - [Everything Vibe Coding](https://buildtolaunch.substack.com/p/vibe-coding-guide): Hub article indexing 17 guides on vibe coding — roadmap, prompting strategies, production-readiness, project planning, Cursor vs Claude Code, and post-launch lessons from 12 shipped apps. - [How to Run Local Models in Claude Desktop](https://buildtolaunch.substack.com/p/claude-code-ollama-local-model-guide): Step-by-step guide to connecting Ollama local models to Claude Desktop via the third-party inference gateway, covering model selection, configuration, and fixes for common errors. #### Architecture & Infrastructure - [Architecture Patterns Guide](https://buildtolaunch.substack.com/p/architecture-patterns-complete-guide-to-architecture-decisions): Architecture decision guide - [Database Fundamentals](https://buildtolaunch.substack.com/p/database-fundamentals-from-basics-to-production-setup): Database basics to production - [Database Crisis Recovery](https://buildtolaunch.substack.com/p/database-crisis-recovery-and-performance-optimization): Recovery and performance optimization - [Security Fundamentals](https://buildtolaunch.substack.com/p/security-fundamentals-complete-guide-from-planning-to-deployment): Security from planning to deployment - [OAuth and Authentication](https://buildtolaunch.substack.com/p/oauth-and-authentication-complete-implementation-guide): Complete OAuth implementation guide - [Deployment and Production Guide](https://buildtolaunch.substack.com/p/deployment-and-production-guide): Deployment practices - [Vercel Deployment Comprehensive Guide](https://buildtolaunch.substack.com/p/vercel-deployment-comprehensive-guide): Complete Vercel deployment walkthrough - [Emergency Rollback](https://buildtolaunch.substack.com/p/emergency-rollback-and-crisis-response): Crisis response procedures - [SEO and Performance Optimization](https://buildtolaunch.substack.com/p/seo-and-performance-optimization-complete-guide): Performance optimization guide - [UI/UX and API Integration](https://buildtolaunch.substack.com/p/uiux-and-api-integration-complete-implementation-guide): Frontend and API guide - [Project Planning Methodology](https://buildtolaunch.substack.com/p/project-planning-and-management-complete-methodology-guide): Project management guide - [AI Interaction and Management](https://buildtolaunch.substack.com/p/ai-interaction-and-management-guide): Working with AI effectively #### Best Practices - [AI Software Engineering Best Practices](https://buildtolaunch.substack.com/p/ai-software-engineering-best-practices-guide): Engineering practices guide - [Essential Software Engineering Practices](https://buildtolaunch.substack.com/p/essential-software-engineering-practices-ai-builders-guide): Core practices for AI builders - [The Essential Software Engineering Practices Every AI Builder Needs to Know](https://buildtolaunch.substack.com/p/the-essential-software-engineering-practices-every-ai-builder-needs-to-know): Key practices for production-ready AI apps - [Cost-Effective AI Building Guide](https://buildtolaunch.substack.com/p/cost-effective-ai-building-guide): Building AI apps on a budget - [How to Make Vibe Coding Production-Ready](https://buildtolaunch.substack.com/p/vibe-coding-production-ready-guide): The original production-ready guide that started it all - [Is Your App Worth Building?](https://buildtolaunch.substack.com/p/app-worth-building-ai-validation-guide): AI validation framework to decide if your app idea is worth pursuing - [I Tested Claude Code Against 7 AI Coding Tools on the Same Website](https://buildtolaunch.substack.com/p/claude-code-ai-tools-audit-deep-dive): 3-stage audit of 8 tools on the same spec — build speed, design, SEO, code quality. CLI tools won; all 8 failed social SEO. - [I got a $1,600 Claude Code bill. Here's the system I built to stop it.](https://buildtolaunch.substack.com/p/claude-code-token-optimization): Claude Code token optimization: 19 changes across setup and session habits. Context-mode, /effort, model matching, and Claude Desktop tips included. #### MCP & Connected Intelligence - [Best MCP Servers for Claude Code](https://buildtolaunch.substack.com/p/best-mcp-servers-claude-code): 15 battle-tested MCPs ranked by friction killed - Perplexity, NotebookLM, Stripe, Gumroad, Notion - [Stop Installing Every Claude Code Plugin — Here's How to Tell What's Actually Worth It](https://buildtolaunch.substack.com/p/best-claude-code-plugins-tested-review): 11 plugins tested across real workflows. 4 worth keeping, 5 situational, 2 to skip. Judgment scorecard included. - [Stop Adding New Claude Skills — Fix the Broken Ones First](https://buildtolaunch.substack.com/p/claude-skills-not-working-fix): Decision framework for skill vs. command vs. CLAUDE.md, two structural rules preventing silent sprawl, and an audit script that found 59 broken references in a 192-file setup. - [Gmail MCP for Claude Code: Multi-Account Setup + 5 Workflows](https://buildtolaunch.substack.com/p/gmail-mcp-multi-account-claude-code-guide): Multi-account Gmail MCP setup with 5 real workflows: receipt extractor, inbox triage, collab pitch filter, subscriber surge detector, and a 40-second morning brief across 4 accounts. - [How to Install Any MCP Server in Claude: The Complete Setup Guide](https://buildtolaunch.substack.com/p/mcp-server-types-installation-guide-claude-cursor): Install MCP servers in Claude Desktop, Claude Code, and Cursor. Covers stdio, HTTP, and OAuth types, exact config file locations, and fixes for common connection errors. - [The Custom MCPs Included in Your Build to Launch Subscription](https://buildtolaunch.substack.com/p/custom-mcps-claude-code-cursor): The custom MCPs behind research, Substack, Gmail, and distribution workflows in Claude Code and Cursor, including tools available to paid members. - [MCP, Plugins, and Skills — How to Know Which One to Reach For](https://buildtolaunch.substack.com/p/claude-code-mcp-vs-plugins-vs-skills): Decision framework for choosing between MCP servers, skills, and plugins in Claude Code — explains what each layer does, real token costs, when each is overkill, and how they work together in a live stack. - [Claude Cowork Use Cases From 17 Creators: 15 That Genuinely Work, 4 Who Walked Away](https://buildtolaunch.substack.com/p/claude-cowork-use-cases-real-workflows): Workflows from 17 creators across four Cowork categories — daily reports, content pipelines, personal assistant tasks, and interface-layer architectures — plus honest accounts from four builders who found Claude Code better suited to their work. --- ### Track 2: Hands-on AI Technology Learn how AI works by building real projects. - [Hands-on AI Technology Overview](https://buildtolaunch.substack.com/p/hands-on-ai-technology): Entry point to AI technology track #### RAG & Knowledge Systems - [AI Second Brain RAG Guide](https://buildtolaunch.substack.com/p/ai-second-brain-rag-guide): Building RAG systems for personal knowledge - [MCP Second Brain Connected Intelligence](https://buildtolaunch.substack.com/p/mcp-second-brain-connected-intelligence-guide): MCP integration for second brain - [AI Research Agent Guide](https://buildtolaunch.substack.com/p/ai-research-agent-domain-specific-guide): Domain-specific research agents - [I built an AI research tool to study Substack creators](https://buildtolaunch.substack.com/p/mcp-substack-notes-research-agent): Building MCP for analyzing 3,230 Substack notes - data-backed content patterns - [AI Powered Research Automation](https://buildtolaunch.substack.com/p/ai-powered-research-automation): Research workflow automation - [AI Research Automation Workflow](https://buildtolaunch.substack.com/p/ai-research-automation-workflow): Complete research workflow #### AI Workflows & Productivity - [AI Tool Paralysis to Daily Workflow](https://buildtolaunch.substack.com/p/ai-tool-paralysis-daily-ai-workflow-universal): The 3-Mode + 3-Prompt system - [AI Productivity 10x Workflow](https://buildtolaunch.substack.com/p/ai-productivity-10x-workflow): 10x productivity with AI - [AI Workflow Website Building](https://buildtolaunch.substack.com/p/ai-workflow-website-building-system): Website building workflow - [AI Assisted Writing Workflow](https://buildtolaunch.substack.com/p/ai-assisted-writing-workflow): Writing with AI assistance - [AI Management Partner Insights](https://buildtolaunch.substack.com/p/ai-management-partner-insights): Managing AI as a partner - [Notion AI Agents 2026: Real Examples and How to Build](https://buildtolaunch.substack.com/p/notion-ai-agents-examples-guide): House search agent, broken link auditor, workspace automation with step-by-step guide - [Voice-First AI System Guide](https://buildtolaunch.substack.com/p/voice-first-ai-system-guide): Building voice-first AI systems - [How to Do Research With AI Effectively: 3 Questions Walked Through Live](https://buildtolaunch.substack.com/p/how-to-do-research-with-ai): 3 research types, a 5-stage AI research process, live demos, and how Perplexity MCP and Build to Launch MCP work together. - [Claude Code + NotebookLM: 9 Use Cases I Run Weekly to Save Hours and Tokens](https://buildtolaunch.substack.com/p/claude-code-notebooklm-9-workflows): How to connect NotebookLM to Claude Code via MCP in 15 minutes, with 9 weekly workflows covering research, competitive analysis, and content — saving tokens by grounding Claude in indexed source material instead of training knowledge. #### AI Learning Path - [AI Learning Roadmap (No CS Degree)](https://buildtolaunch.substack.com/p/ai-learning-roadmap-no-cs-degree): Learning AI without CS background - [AI Roadmap Beginners Guide](https://buildtolaunch.substack.com/p/ai-roadmap-beginners-guide): Simple AI roadmap for beginners - [The Shortcut to Master AI](https://buildtolaunch.substack.com/p/the-shortcut-to-master-ai-i-wish-existed-two-years-ago): Accelerated AI learning path - [AI Workshops](https://buildtolaunch.substack.com/p/ai-builders-workshops): Workshop resources - [AI Workshop Adopt Advance Build](https://buildtolaunch.substack.com/p/ai-workshop-adopt-advance-build): 3-day workshop series - [Adopt AI Into Daily Life](https://buildtolaunch.substack.com/p/adopt-ai-into-daily-life-without-the-overwhelm): AI adoption without overwhelm - [Career Shift with AI Roadmap](https://buildtolaunch.substack.com/p/career-shift-and-growth-with-ai-roadmap): Career transition with AI #### Specialized AI Topics - [Persona Simulation AI](https://buildtolaunch.substack.com/p/persona-simulation-ai-opinion-evolution): AI persona simulation - [ChatGPT Project System Prompt](https://buildtolaunch.substack.com/p/chatgpt-project-system-prompt): System prompt design - [Automated Image Creation](https://buildtolaunch.substack.com/p/automated-image-creation-system): Image generation systems - [Hero Image Consistency Guide](https://buildtolaunch.substack.com/p/chatgpt-nanobanana-hero-image-consistency-guide): Consistent hero image creation - [How I Create Consistent Hero Images, And Why I Haven't Switched to NanoBanana](https://buildtolaunch.substack.com/p/how-i-create-consistent-hero-images-and-why-i-havent-switched-to-nanobanana): Hero image workflow and tool choice - [DeepSeek Outage LLM Backup](https://buildtolaunch.substack.com/p/deepseek-outage-llm-backup-lesson): LLM backup strategies - [Nano Banana 2 in Claude Code: 7 Essential Creator Use Cases](https://buildtolaunch.substack.com/p/nano-banana-2-claude-code-deep-dive): 7 creator workflows tested with 100+ images — hero images, infographics, carousel cards, targeted edits — plus a Claude Code MCP workflow for large-scale image generation. --- ### Track 3: AI Agent Systems Build autonomous agents that research, analyze, and execute independently. - [AI Agent Systems Overview](https://buildtolaunch.substack.com/p/ai-agent-systems): Entry point to agent systems track - [AI Agents for Everyone: Framework Guide](https://buildtolaunch.substack.com/p/ai-agents-for-everyone-framework-guide): Complete framework for building AI agent systems accessible to all builders - [Agentic Flywheels](https://buildtolaunch.substack.com/p/agentic-flywheels-when-ai-products-start-running-and-growing-themselves): Self-reinforcing AI systems - [OpenClaw for One-Person Businesses](https://buildtolaunch.substack.com/p/openclaw-ai-agent-one-person-business): Acquisition story, ecosystem overview, security reality, and framework for autonomous agents - [4 Levels of AI Automation: When Claude, n8n, and OpenClaw Each Win](https://buildtolaunch.substack.com/p/openclaw-claude-n8n-ai-automation-agent): Decision framework for choosing between chatbox, workflow engine, and agent-based automation - [How to Install OpenClaw and Run Your First Autonomous Agent](https://buildtolaunch.substack.com/p/openclaw-setup-guide): Step-by-step local and Oracle ARM setup, identity files, Telegram pairing, and first cron job. Includes production SOUL.md and AGENTS.md templates. - [What Happened When I Let OpenClaw Run My Business for Four Weeks](https://buildtolaunch.substack.com/p/openclaw-autonomous-agent-live-demo): Live office hour: 18 cron jobs, MCP integrations, GitHub skills. The agent updated its own strategy without being asked. - [AI Survival System Playbook](https://buildtolaunch.substack.com/p/ai-survival-system-disruption-playbook): Surviving AI disruption - [MCP Server for Substack](https://buildtolaunch.substack.com/p/he-built-an-mcp-server-so-you-can-talk-to-ai-about-any-substack-author): Building MCP integrations - [Every Way to Build an MCP Server (From the Ones I Actually Shipped)](https://buildtolaunch.substack.com/p/how-to-build-mcp-server-complete-guide): Every MCP pattern — local, npm, HTTP, and OAuth. Step-by-step builds with real gotchas from 6 shipped MCPs. - [AI Agents and Automation: Everything I've Built, Tested, and Run in Production](https://buildtolaunch.substack.com/p/ai-agents-automation-guide): Hub article indexing all guides on AI agents and automation — the 3-type agent framework, tool selection between Claude, n8n, and OpenClaw, OpenClaw installation, and four weeks of live production logs. - [How Claude Code's Redesign Reshaped My Cursor and OpenClaw Workflow](https://buildtolaunch.substack.com/p/claude-code-redesign-routines-vs-cursor-openclaw): Hands-on analysis of the April 2026 Claude Code desktop redesign — covers the new Routines automation layer, a three-tier migration framework for sorting 18 live automation jobs, and where Cursor and OpenClaw still hold the advantage. - [Claude Code Routines Are Hugely Underrated. Here's How to Get Ahead of 99% of Users](https://buildtolaunch.substack.com/p/best-claude-code-routines-use-cases-guide): Practical guide to 7 Claude Code Routine use cases — weekly research digests, inbox triage, SEO reviews, social notes pipelines, doc maintenance, and strategy loops — with starter prompts and a decision framework for when Routines replace OpenClaw. --- ### Track 4: Distribution Hub Get your work discovered without gatekeeping. - [AI Builder Distribution Hub Overview](https://buildtolaunch.substack.com/p/ai-builder-distribution-hub): Entry point to distribution track - [SEO for AI (LLM Discoverability)](https://buildtolaunch.substack.com/p/seo-for-ai-llm-discoverability-guide): Making products AI-discoverable - [AI Builders Distribution Expansion](https://buildtolaunch.substack.com/p/ai-builders-substack-medium-reddit-expansion): Multi-platform distribution - [Vibe Coding Builders Directory](https://buildtolaunch.substack.com/p/vibe-coding-builders-directory-launch): Community directory launch - [Substack Notes Viral System](https://buildtolaunch.substack.com/p/substack-notes-viral-system-guide): Creating viral Substack notes - [The Viral Notes System](https://buildtolaunch.substack.com/p/the-viral-notes-system): Note creation system - [Viral Prompt Lessons](https://buildtolaunch.substack.com/p/viral-prompt-lessons-story): Lessons from viral prompts - [How to Grow Substack in 2026](https://buildtolaunch.substack.com/p/how-to-grow-substack-from-zero-in-2026): Substack growth guide - [Top AI Writers Analysis](https://buildtolaunch.substack.com/p/top-ai-writers-3000-articles-analysis): Analysis of 3000+ AI articles - [Substack Niche Analyzer](https://buildtolaunch.substack.com/p/substack-niche-analyzer-app): Niche analysis tool - [How to Grow Your Substack With Limited Time and Zero Social Energy](https://buildtolaunch.substack.com/p/grow-substack-with-claude): A 3-level Substack growth framework — recommendation exchanges, notes that perform, and compounding content — with Claude-powered workflows for each level using Substack Explorer, QuickViralNotes, and the Substack MCP. --- ### Track 5: Products Built and Shipped Proof these frameworks work. - [Products Built and Shipped Overview](https://buildtolaunch.substack.com/p/products-built-and-shipped): All shipped products - [Free Resources](https://buildtolaunch.substack.com/p/free-resources): Free tools and resources #### Products - [Quick Viral Notes](https://quickviralnotes.xyz): AI-powered content repurposing tool - [Substack Explorer](https://substackexplorer.com): Newsletter analytics and growth intelligence - [VibeCodingBuilders](https://vibecoding.builders): Community platform for AI builders #### Product Launch Stories - [Substack Note Generator Tutorial](https://buildtolaunch.substack.com/p/substack-note-generator-app-tutorial): Building the note generator - [AI Digest App Workshop](https://buildtolaunch.substack.com/p/ai-digest-app-workshop): Building AI Digest - [AI Digest App Building Guide](https://buildtolaunch.substack.com/p/ai-digest-app-building-guide): Complete build guide - [AI Digest App Prompt Steps](https://buildtolaunch.substack.com/p/ai-digest-app-prompt-building-steps): Prompt building process - [AI Photo Search First Project](https://buildtolaunch.substack.com/p/ai-photo-search-first-project): Image Finder project - [First App Launch Lessons](https://buildtolaunch.substack.com/p/first-app-launch-lessons-story): Lessons from first launch - [Color Blindness Tool](https://buildtolaunch.substack.com/p/from-color-blindness-grit-to-a-simple): Accessibility tool story - [Designing for Color-Blindness](https://buildtolaunch.substack.com/p/designing-with-color-blindness-in-mind): Accessibility design - [AI Personal Website Guide](https://buildtolaunch.substack.com/p/ai-personal-website-customization-guide): Building personal websites with AI - [Practical AI Builder Program](https://buildtolaunch.substack.com/p/practical-ai-builder-program): Landing page for the 12-month program — monthly live build sessions, recordings, prompts, configs, and community included in the paid subscription. - [Everything I've Built and Shipped: 16 AI Apps, MCPs, and Services](https://buildtolaunch.substack.com/p/everything-ive-built-and-shipped): Complete catalog of every AI app, MCP, and service Jenny has shipped — 16 products across 6 categories including Substack growth tools, developer utilities, consumer apps, a cofounded service (Unpromptable), retired projects, and internal tools. --- ## Builder Stories (Build to Launch Friday) Real builders, real products, real lessons. - [8 Hours to 3,000 Users (Viral Year-in-Review)](https://buildtolaunch.substack.com/p/alejandro-substack-recapped-viral-story): Spotify year-in-review viral app - [Freedom by Design (Visa Tool)](https://buildtolaunch.substack.com/p/visa-tool-digital-nomad-build-to-launch-friday): Building the free visa tool - [From Film to Food Tech (iOS App)](https://buildtolaunch.substack.com/p/kenny-dimsum-ios-app-story): iOS app in 8 days for $124 - [Build It Anyway: Chrome Extension for $135](https://buildtolaunch.substack.com/p/vibe-coding-builders-substack-notes-chrome-extension-claude-code-135-dollars): Dheeraj Sharma turned broken automation into SubflowAI in 19 days - [Never Ship Mid: AI Proposal Engine on $500/Month Stack](https://buildtolaunch.substack.com/p/vibe-coding-builders-ai-proposal-tool-scope-creep-consulting-agency): Gamal Jastram built AI agency tools with physical planner discipline - [Build to Exit Strategy](https://buildtolaunch.substack.com/p/mvp-exit-strategy-no-code-build-to-launch-friday): Teaching builders to sell before they build - [Substack CRM (Local-First Data)](https://buildtolaunch.substack.com/p/substack-crm-local-first-data-ownership-build-to-launch-friday): Local-first CRM for creators - [Prompt Management Extension](https://buildtolaunch.substack.com/p/prompt-management-chrome-extension-right-click-build-to-launch-friday): Chrome extension for prompts - [AI Advent Challenge Community](https://buildtolaunch.substack.com/p/ai-advent-challenge-community-build-to-launch-friday): 37 contributors, 461 users, $3 - [Creator Character System (14M+ Views)](https://buildtolaunch.substack.com/p/he-grew-to-14m-views-heres-the-creator-character-system-behind-it): Content creation system - [Fighting Content Slop](https://buildtolaunch.substack.com/p/fighting-content-slop-how-she-turned-marketing-frustration-into-a-400-user-strategic-content-platform): Strategic content platform - [Fulfillment Over Profit (Mentoring)](https://buildtolaunch.substack.com/p/fulfillment-over-profit-how-he-left-startup-cto-and-built-the-mentoring-program-people-actually-want): From startup CTO to mentoring - [Semantic Search for Substack](https://buildtolaunch.substack.com/p/why-not-try-how-she-tackled-impossible-tech-and-built-the-semantic-search-tool-for-substack-readers): Building semantic search - [Trust Over Conversions (10K Creator Tool)](https://buildtolaunch.substack.com/p/trust-over-conversions-how-he-turned-90-percent-rejections-into-a-10k-creator-tool): 90% rejections to 10K users - [Building With Not For (Bestseller Portfolio)](https://buildtolaunch.substack.com/p/building-with-not-for-how-she-became-a-bestseller-by-creating-the-portfolio-substackers-proudly-share): Portfolio tool success - [Cha-Ching (13M Notes Analyzed)](https://buildtolaunch.substack.com/p/cha-ching-how-he-analyzed-13m-notes-and-built-the-tool-creators-cant-stop-using): Analytics tool story - [Adapt or Die (Film to AI)](https://buildtolaunch.substack.com/p/kenny-film-to-creator-platform-story): Career pivot story - [Adapt or Die: How He Saw Films Collapse and Vibe-Built His New Way Out](https://buildtolaunch.substack.com/p/adapt-or-die-how-he-saw-films-collapse-and-vibe-built-his-new-way-out): Film industry to AI creator - [AI Automation Ecommerce (Amazon Listing Images)](https://buildtolaunch.substack.com/p/ai-automation-ecommerce-amazon-listing-images-build-to-launch-friday): Building ecommerce AI tools - [iOS App: Dimsum Food Tech](https://buildtolaunch.substack.com/p/ios-app-dimsum-food-tech-build-to-launch-friday): Food tech iOS app story - [Vibe Coding Builders Viral Substack Year-in-Review App](https://buildtolaunch.substack.com/p/vibe-coding-builders-viral-substack-year-in-review-app): Viral year-in-review app launch - [Your Memories Your Terms (AI Memory Layer)](https://buildtolaunch.substack.com/p/your-memories-your-terms-how-he-left-ibm-for-half-the-pay-to-build-the-ai-memory-layer-that-keeps-users-in-control): Building AI memory layer - [Finn's Substack Productivity Tools](https://buildtolaunch.substack.com/p/finn-substack-productivity-tools-interview): Builder interview on productivity tools - [Build in Public Stories](https://buildtolaunch.substack.com/p/build-in-public-stories): Collection of build-in-public journeys --- ## Personal Stories & Growth - [Spotlight: Jenny Ouyang & Vibe Coding](https://buildtolaunch.substack.com/p/spotlight-jenny-ouyang-and-the-rise): Featured profile - [The One Advantage AI Won't Give You](https://buildtolaunch.substack.com/p/the-one-advantage-ai-will-never-give-you-but-you-already-have): Human advantage in AI era - [AI Business Reality Check](https://buildtolaunch.substack.com/p/ai-business-reality-check-guest-post): Honest perspective on why AI alone isn't enough to build a business - [Home Reappraisal AI Challenge](https://buildtolaunch.substack.com/p/home-reappraisal-ai-challenge-story): Real-world AI application - [Substack Rising Badge Reality](https://buildtolaunch.substack.com/p/substack-rising-badge-reality-check): The truth about Substack badges - [Four Months on Substack](https://buildtolaunch.substack.com/p/four-month-on-substack-the-best-shift): Growth journey - [How to Flip Low Moments](https://buildtolaunch.substack.com/p/how-to-flip-low-moments-into-viral): Turning challenges into content - [7 Creators Prove There's No Right Way](https://buildtolaunch.substack.com/p/are-you-still-looking-for-the-perfect): Multiple AI approaches - [I Tested 5 AI Coding Platforms](https://buildtolaunch.substack.com/p/i-tested-5-ai-coding-platforms-with): Platform comparison - [AI Coding Tools Comparison 2025](https://buildtolaunch.substack.com/p/ai-coding-tools-comparison-2025): Comprehensive AI coding tool comparison - [Best AI Coding Tool Guide](https://buildtolaunch.substack.com/p/best-ai-coding-tool-guide): How to choose the best AI coding tool - [Replit vs Cursor Comparison Guide](https://buildtolaunch.substack.com/p/replit-vs-cursor-comparison-guide): Head-to-head comparison of Replit and Cursor - [Top Apps Built with AI Coding Tools](https://buildtolaunch.substack.com/p/top-apps-built-with-ai-coding-tools): Showcase of apps built with AI assistance --- ## GenAI Project Challenge - [GenAI 30-Project Challenge Intro](https://buildtolaunch.substack.com/p/genai-30-project-challenge-intro): Challenge overview - [GenAI Challenge Project 3](https://buildtolaunch.substack.com/p/genai-30-project-challenge-3): Project update - [Daily Quotes Generator](https://buildtolaunch.substack.com/p/daily-quotes-generator-genai-project): GenAI project example - [Photo Search Optimization](https://buildtolaunch.substack.com/p/quick-search-of-hidden-photos-with): Image search optimization --- ## Early Technical Articles - [API Bottleneck Solutions](https://buildtolaunch.substack.com/p/battling-the-api-bottleneck-how-to-revitalize-slow-scripts-and-reclaim-lost-hours-0d7d463b7d99): Fixing slow API scripts - [AI Text Generators Guide](https://buildtolaunch.substack.com/p/understanding-ai-text-generators-how-to-get-started-and-beyond-53af7e630bbe): Getting started with text generation - [Sentiment Analysis Models](https://buildtolaunch.substack.com/p/understand-hidden-emotions-better-the-power-of-sentiment-analysis-models-d7147aa27842): Understanding sentiment analysis - [AI Image Captions](https://buildtolaunch.substack.com/p/captivating-insights-how-ai-turns-photos-into-powerful-descriptions-b372ac6e300d): AI photo descriptions - [HTTP GET Challenges](https://buildtolaunch.substack.com/p/big-data-challenges-is-http-get-letting-you-down-12c0d514039a): Big data HTTP solutions - [Functions with Too Many Parameters](https://buildtolaunch.substack.com/p/how-to-tame-functions-with-way-too-many-parameters-3a1bcfa0c83a): Code organization - [Recursive Computations](https://buildtolaunch.substack.com/p/do-you-need-to-handle-recursive-computations): Handling recursion - [Feature Development Mistakes](https://buildtolaunch.substack.com/p/how-i-screwed-up-the-most-important-feature-of-the-team-89b2bb67b0b8): Learning from failure - [Programmer Secrets](https://buildtolaunch.substack.com/p/hilarious-secrets-only-programmers-can-uncover-in-the-digital-world-b0d6fa915153): Fun developer insights - [Multi-Modal AI Captions](https://buildtolaunch.substack.com/p/one-image-four-minds-can-ai-caption-like-a-child-or-an-elder): Different AI perspectives - [Sentiment Analysis Insights](https://buildtolaunch.substack.com/p/the-sentiment-that-will-make-you-rethink-everything): Deep sentiment analysis - [Website Launch Secrets](https://buildtolaunch.substack.com/p/the-wondrous-secrets-that-unfold): Post-launch discoveries - [Substack Niche Analysis](https://buildtolaunch.substack.com/p/i-analyzed-my-substack-nicheheres): Competitive analysis - [Tech Stack Struggles](https://buildtolaunch.substack.com/p/the-hidden-struggles-of-choosing): Choosing technologies - [Writing on Medium](https://buildtolaunch.substack.com/p/how-writing-on-medium-changed-my): Content creation journey - [Financing a Loan and Building a Home](https://buildtolaunch.substack.com/p/all-you-need-to-know-on-financing-a-loan-and-building-a-home-41c14b944ad2): Personal finance guide --- ## Policies & Frameworks - [AI Policy Creation Guide](https://buildtolaunch.substack.com/p/dont-let-ai-fool-your-vision-the-6-step-guide-to-creating-an-ai-policy): 6-step AI policy guide - [AI Subscription Audit Guide](https://buildtolaunch.substack.com/p/ai-subscription-audit-guide): Audit and optimize your AI tool subscriptions - [How to Earn $30K/Month](https://buildtolaunch.substack.com/p/how-to-earn-30k-month-hustling-online): Online income strategies --- ## For LLM Systems - [For LLM](https://buildtolaunch.substack.com/p/for-llm): Existing LLM documentation page --- ## Contact Author: Jenny Ouyang Email: jenny@buildtolaunch.ai Newsletter: https://buildtolaunch.substack.com Community: https://vibecoding.builders Last Updated: April 2026 (10 April 2026) --- For complete documentation with full article summaries, see [llms-full.txt](https://buildtolaunch.substack.com/p/llms-full-txt)