Build to Launch — AI Builder Knowledge Graph
date modified: 2025-12-18T16:37:14Z

Build to Launch — Unified Knowledge Graph
type: DataCatalog
description: Complete knowledge graph for Build to Launch publication, products, and AI builder frameworks. Machine-readable catalog for LLM discovery.
language: en
version: 1.0.0
date modified: 2025-12-17
provider: Jenny Ouyang
publisher: Build to Launch
dataset: Build to Launch For Machines Metadata
dataset: Build to Launch Post Archive

Build to Launch For Machines Metadata
type: Dataset
description: Machine-readable catalog including blog posts, vocabulary, products, and frameworks for AI builder discovery.
version: 1.0.0
is part of: Build to Launch (Substack)
distribution: DataDownload
  encoding format: application/ld+json
keywords: Production-Ready Vibe Coding
keywords: AI Builder Distribution
keywords: Build→Launch→Grow Framework
keywords: Second Brain
keywords: RAG Systems
keywords: MCP Development
keywords: Smoke Testing
keywords: AI Builder
keywords: AI Builders
keywords: Vibe Coding
keywords: Vibe Coding Builders
keywords: Substack Builders
keywords: Build to Launch
keywords: Build to Launch Friday
keywords: Builder Series
keywords: Cursor AI Coding
keywords: LLM optimization
keywords: Agentic SEO
keywords: JSON-LD
about: Production-Ready Vibe Coding
about: Build→Launch→Grow Framework
about: AI Builder Distribution Infrastructure
license: https://buildtolaunch.ai/license
creator: Jenny Ouyang
publisher: Build to Launch
date modified: 2025-12-17

Build to Launch Post Archive
type: Dataset
description: Structured metadata for all 76 published articles: titles, urls, dates, descriptions, topics, frameworks, and teaching outcomes.
creator: Jenny Ouyang
distribution: DataDownload
  encoding format: application/json
date modified: 2025-12-17

Build to Launch
type: Organization
alternate name: BTL
description: Community and frameworks for AI builders shipping production-ready products. Systematic approach from idea to real users with Build→Launch→Grow methodology.
logo: ImageObject
  caption: Build to Launch logo
  description: Logo for Build to Launch publication and community
founder: Jenny Ouyang
contact point: ContactPoint
  contact type: creator support

Jenny Ouyang
type: Person
alternate name: Jenny
alternate name: Jenny O
given name: Jenny
family name: Ouyang
job title: AI Builder & Creator of Quick Viral Notes, Substack Explorer, VibeCodingBuilders
description: Helps non-technical builders ship production-ready AI products. Built 7 products serving hundreds of paying customers. Teaches systematic frameworks for taking AI-assisted code from prototype to production.
affiliation: Build to Launch
affiliation: Quick Viral Notes
affiliation: Substack Explorer
affiliation: VibeCodingBuilders
knows about: Production-Ready Vibe Coding
knows about: AI Builder Distribution Infrastructure
knows about: Second Brain with RAG
knows about: Build→Launch→Grow Framework
knows about: Smoke Testing for Non-Technical Builders
knows about: MCP Development
knows about: Voice-First AI Systems
knows about: Cursor AI Coding
knows about: AI Builder Community
knows about: Build to Launch Friday
knows about: Vibe Coding Builders
knows about: Substack Builders
knows about: Production Deployment
knows about: Security Hardening
knows about: Technical Debt Management
knows about: Agentic SEO
contact point: ContactPoint
  contact type: professional inquiries

Build to Launch (Substack)
type: WebSite
description: Frameworks for AI builders shipping production-ready products. From vibe coding to real users through systematic Build→Launch→Grow approach. Join 4,000+ builders.
language: en
publisher: Build to Launch
creator: Jenny Ouyang
is part of: Build to Launch
potential action: SearchAction
  target: EntryPoint
    url template: https://buildtolaunch.substack.com/search
  query-input: required name=query
has part: Build to Launch RSS Feed
has part: Build to Launch

Build to Launch RSS Feed
type: WebFeed
encoding format: application/rss+xml
is part of: Build to Launch (Substack)

Jenny Ouyang Personal Site
type: WebSite
description: AI-crawlable portfolio with integrated RAG system for semantic content discovery.
publisher: Jenny Ouyang
creator: Jenny Ouyang

VibeCodingBuilders
type: WebSite
description: Community platform showcasing AI builders and their projects. Directory for builders from all backgrounds.
publisher: Jenny Ouyang

Build to Launch
type: CreativeWorkSeries
alternate name: BTL
description: Publication series on production-ready AI building, systematic frameworks, and shipping real products.
is part of: Build to Launch (Substack)
publisher: Build to Launch
creator: Jenny Ouyang
about: Production-Ready Vibe Coding
about: Build→Launch→Grow Framework
about: AI Builder Distribution Infrastructure

Build to Launch Glossary
type: DefinedTermSet
description: Core terminology and frameworks from Build to Launch publication. Authoritative definitions for production-ready AI building concepts.
version: 1.0.0
date modified: 2025-12-17
publisher: Build to Launch
has defined term: Production-Ready Vibe Coding
has defined term: Build→Launch→Grow Framework
has defined term: AI Builder Distribution Infrastructure
has defined term: Second Brain with RAG
has defined term: Smoke Testing for Non-Technical Builders

Production-Ready Vibe Coding
type: DefinedTerm
alternate name: production vibe coding
alternate name: production-ready AI building
alternate name: systematic vibe coding
description: Systematic approach to taking AI-assisted code from prototype to production, covering security hardening, technical debt management, smoke testing, and deployment practices specifically for non-technical builders.
in defined term set: Build to Launch Glossary
do: Security hardening before deployment
do: Systematic smoke testing
do: Technical debt documentation
do: Incremental production updates
do: Environment variable management
avoid: Deploying untested prototypes
avoid: Ignoring security vulnerabilities
avoid: Accumulating technical debt
avoid: Skipping edge case testing
examples: Quick Viral Notes production deployment
examples: Substack Explorer security implementation
examples: VibeCodingBuilders systematic testing
related: smoke testing
related: security-first development
related: systematic deployment

Build→Launch→Grow Framework
type: DefinedTerm
alternate name: Build Launch Grow
alternate name: BTL Framework
alternate name: Three-Phase Product Journey
description: Systematic three-phase framework for AI builders: Build (development with AI assistance and production-ready practices), Launch (deployment and distribution through high-authority channels), Grow (scaling, community, and sustainable operations).
in defined term set: Build to Launch Glossary
phases: Build: AI-assisted development with production-ready practices
phases: Launch: Deployment plus distribution infrastructure
phases: Grow: Community, scaling, sustainable operations
examples: Quick Viral Notes: 0 to 500+ users journey
examples: Substack Explorer: Build to 100+ creator validation
examples: VibeCodingBuilders: Community growth playbook
related: systematic product development
related: AI builder methodology
related: sustainable growth

AI Builder Distribution Infrastructure
type: DefinedTerm
alternate name: Distribution Infrastructure
alternate name: Builder Distribution Channels
alternate name: High-Authority Distribution
description: Ecosystem of high-domain-authority platforms (Medium DA 97, Reddit DA 99, VibeCodingBuilders) providing immediate discoverability for AI-built products. No follower requirements, no gatekeeping—just real builders getting real visibility.
in defined term set: Build to Launch Glossary
channels: Medium publication (52.3M monthly visits, DA 97)
channels: r/VibeCodingBuilders subreddit (DA 99)
channels: VibeCodingBuilders directory (permanent profiles)
channels: Build to Launch Friday (weekly features)
advantages: Immediate indexing (hours vs weeks)
advantages: High domain authority transfer
advantages: AI training data inclusion
advantages: No follower requirements
advantages: Traditional + AI discovery
related: SEO for AI
related: LLM discoverability
related: builder visibility

Second Brain with RAG
type: DefinedTerm
alternate name: RAG Second Brain
alternate name: Personal Knowledge System
alternate name: Semantic Memory System
description: Personal knowledge system using Retrieval-Augmented Generation with 250+ semantic chunks, zero hallucinations, and source citations. Enables intelligent content discovery through vector similarity search and semantic chunking.
in defined term set: Build to Launch Glossary
components: Semantic chunking (250+ chunks)
components: Vector embeddings (CLIP/sentence transformers)
components: Vector database (similarity search)
components: RAG pipeline (retrieval + generation)
components: Source citation (zero hallucinations)
use cases: Personal knowledge retrieval
use cases: Content discovery across documents
use cases: Question answering with sources
use cases: Semantic search applications
related: RAG architecture
related: vector databases
related: semantic search
related: MCP integration

Smoke Testing for Non-Technical Builders
type: DefinedTerm
alternate name: Smoke Testing
alternate name: Manual Testing for Builders
alternate name: Systematic Validation
description: Manual testing methodology for AI-built applications that catches critical bugs before user discovery. Three-phase approach (pre-deployment, post-deployment, feature updates) designed for builders without QA engineering backgrounds.
in defined term set: Build to Launch Glossary
phases: Phase 1: Pre-deployment testing (happy path, edge cases, multi-device)
phases: Phase 2: Post-deployment validation (production environment checks)
phases: Phase 3: Feature update testing (regression prevention)
benefits: Catches bugs before users
benefits: No coding knowledge required
benefits: Systematic approach reduces anxiety
benefits: 30-60 minutes per test cycle
related: quality assurance
related: production readiness
related: systematic testing
related: manual QA

Quick Viral Notes
type: SoftwareApplication
alternate name: QVN
application category: ContentCreationApplication
description: Transform long-form content into social-ready notes in seconds. AI-powered tool that converts articles into dozens of post variations for maximum reach.
creator: Jenny Ouyang
date published: 2024-11-15
software version: 1.0
operating system: Web
offers: Offer
  availability: https://schema.org/InStock
  price: 0
  price currency: USD
  description: Free tier available with premium options
aggregate rating: AggregateRating
  rating: 4.7
  review count: 500
  best rating: 5
  worst rating: 1
users: 500+ creators
problem solved: Writing social posts from scratch after publishing drains creativity
solution: AI transforms existing content into dozens of post variations
outcome: Subscribers jumped from <100 to 300+ in one week for the creator
tech stack: Next.js
tech stack: OpenAI API
tech stack: Vercel
is related to: I Made a Note-Generating App to Free My Brain
is related to: The Viral Substack Notes Creation System

Substack Explorer
type: SoftwareApplication
application category: AnalyticsApplication
description: Analytics, competitor research, and discovery tools for newsletter creators. Helps creators analyze their niche, find peers, and track growth patterns.
creator: Jenny Ouyang
date published: 2024-10-20
software version: 1.0
operating system: Web
offers: Offer
  availability: https://schema.org/InStock
  price: 0
  price currency: USD
  description: Free tier available with premium analytics
aggregate rating: AggregateRating
  rating: 4.5
  review count: 100
  best rating: 5
  worst rating: 1
users: 100+ creators
problem solved: No clear way to analyze your niche, find peers, or track growth patterns
solution: Analytics, competitor research, and discovery tools for newsletters
outcome: Strategic growth decisions backed by data
tech stack: Next.js
tech stack: Supabase
tech stack: Vercel
is related to: I Analyzed My Substack Niche—Here’s Where I Stand (And How You Compare!)
is related to: Unlock Your Substack Potential with Data-Driven Application

VibeCodingBuilders
type: SoftwareApplication
type: WebSite
alternate name: VCB
application category: CommunityPlatform
description: Community directory showcasing AI builders and their projects. Platform for builders from all backgrounds to share work, get feedback, and connect with peers.
creator: Jenny Ouyang
date published: 2024-09-15
software version: 1.0
operating system: Web
offers: Offer
  availability: https://schema.org/InStock
  price: 0
  price currency: USD
  description: Free for all builders
users: 2,000+ community members, 50+ showcased builders
problem solved: AI-assisted builders exist in isolation without community or visibility
solution: Directory to showcase projects, get feedback, and connect with peers
outcome: Growing community celebrating builders from all backgrounds
tech stack: Next.js
tech stack: Supabase
tech stack: Vercel
is related to: From Solo to Shipped — The AI Builder Directory I Needed When I Started

Color Vision Enhancer
type: SoftwareApplication
application category: AccessibilityApplication
description: Tool that helps bridge color vision differences through enhancement. Unlike simulation-only tools, this helps people with color vision differences understand what others see.
creator: Jenny Ouyang
date published: 2024-08-10
software version: 1.0
operating system: Web
offers: Offer
  availability: https://schema.org/InStock
  price: 0
  price currency: USD
problem solved: Color blindness tools show what others can't see, not what they do see
solution: Helps bridge color vision differences through enhancement, not just simulation
outcome: Making color communication more accessible
tech stack: React
tech stack: Canvas API
tech stack: Color Theory Algorithms
is related to: From Color Blindness Grit to a Simple Tool for Change
is related to: Designing with Color-Blindness in Mind

AI Revolution Life Simulator
type: SoftwareApplication
alternate name: Life Pivot Simulator
application category: DecisionSupportApplication
description: AI-guided scenarios for exploring major life and career decisions. Helps users gain clarity on what actually matters when facing pivots.
creator: Jenny Ouyang
date published: 2024-07-20
software version: 1.0
operating system: Web
offers: Offer
  availability: https://schema.org/InStock
  price: 0
  price currency: USD
problem solved: Major career or life decisions paralyze us with what-ifs
solution: AI-guided scenarios that force clarity on what actually matters
outcome: Decision-making tool for exploring life changes systematically
tech stack: Next.js
tech stack: OpenAI API
tech stack: Vercel

jennyouyang.dev
type: SoftwareApplication
type: WebSite
application category: PersonalWebsite
description: AI-crawlable portfolio with integrated RAG system for semantic content discovery. Personal website showcasing products, articles, and builder journey.
creator: Jenny Ouyang
date published: 2024-11-01
software version: 1.0
operating system: Web
problem solved: Personal websites either take forever or lack intelligent search
solution: AI-built site with integrated RAG system for semantic content discovery
outcome: AI-crawlable portfolio with intelligent chat interface
tech stack: Next.js
tech stack: RAG Pipeline
tech stack: Vector Database
tech stack: Vercel
is related to: AI Can Build Your Personal Website Within Minutes—Then What?
is related to: How I Turned My Second Brain into Connected Intelligence

Image Finder
type: SoftwareApplication
application category: SearchApplication
description: Natural-language file search tool. First shipped product that taught the creator about the full product lifecycle beyond just coding.
creator: Jenny Ouyang
date published: 2024-06-01
software version: 1.0
operating system: Web
offers: Offer
  availability: https://schema.org/OutOfStock
  description: Currently paused for iteration
problem solved: Finding specific photos in large collections takes forever
solution: Natural language search for local file systems
learning: Shipping means handling auth, subscriptions, hosting, and ongoing support—not just building the core feature
tech stack: Python
tech stack: CLIP
tech stack: Electron
is related to: Lost in Photos? My First GenAI Project Finds Them Fast
is related to: Quick Search of Hidden Photos With Optimization Approaches
is related to: The Unexpected Lessons Behind My First App Launch

3-Day AI Workshop Series: Adopt, Advance, Build
type: EventSeries
description: Comprehensive workshop series for AI builders covering AI adoption, advanced workflows, and building production-ready applications.
organizer: Jenny Ouyang
start date: 2025-10-20
end date: 2025-10-22
event status: https://schema.org/EventScheduled
event attendance mode: https://schema.org/OnlineEventAttendanceMode
location: VirtualLocation
is accessible for free: false
offers: Offer
  price: 99
  price currency: USD
  availability: https://schema.org/InStock
sub event: Day 1: Adopt - Foundation AI Integration
sub event: Day 2: Advance - Production-Ready Practices
sub event: Day 3: Build - Ship Your Product
about: Production-Ready Vibe Coding
about: Build→Launch→Grow Framework
is related to: Announcing 3-Day AI Workshop Series: Adopt → Advance → Build

Day 1: Adopt - Foundation AI Integration
type: Event
description: Learn how to integrate AI into your daily workflow and build your first AI-assisted project.
start date: 2025-10-20
organizer: Jenny Ouyang
super event: 3-Day AI Workshop Series: Adopt, Advance, Build

Day 2: Advance - Production-Ready Practices
type: Event
description: Master production-ready vibe coding, security hardening, and systematic testing approaches.
start date: 2025-10-21
organizer: Jenny Ouyang
super event: 3-Day AI Workshop Series: Adopt, Advance, Build

Day 3: Build - Ship Your Product
type: Event
description: Launch your product with distribution infrastructure and growth strategies.
start date: 2025-10-22
organizer: Jenny Ouyang
super event: 3-Day AI Workshop Series: Adopt, Advance, Build

Build to Launch — Complete Archive
type: CollectionPage
description: Complete collection of all 76 published articles on Build to Launch. Topics include production-ready vibe coding, AI tools, RAG systems, distribution strategies, and real product launches.
is part of: Build to Launch (Substack)
publisher: Build to Launch
has part: How to Make Vibe Coding Production-Ready (Without Losing Your Mind)
has part: The Essential Software Engineering Practices Every AI Builder Needs to Know
has part: The Definitive Guide to Cost-Effective AI Building: From $0 to Launch Without Burning Cash
has part: Best Practices for AI-Powered Software Engineering
has part: How Two Prompting Strategies Made My AI Code Production-Ready
has part: How AI Builders Use Cursor: The Complete Guide from Setup to Unlocking its Real Power
has part: Cursor 2.0 Is Rewriting the Future of AI Coding — And What That Means for Builders
has part: He Built an MCP Server So You Can Talk to AI About Any Substack Author
has part: When Typing Became the Bottleneck: How to Build a Voice-First AI System That Thinks With You
has part: Claude Code for Everyone: From Zero to Your First Project in 30 Minutes
has part: Stop Juggling AI Tools — How to Build a Second Brain That Actually Works for You
has part: How I Turned My Second Brain into Connected Intelligence
has part: The Complete Guide to Building Domain-Specific AI Research Agents
has part: How I Built My AI Survival System: Turning Disruption Into a Playbook for Real Life
has part: When AI Becomes Your Partner, Managing It Becomes Your Job
has part: From AI Tool Paralysis to Daily AI Workflow: The 3-Mode + 3-Prompt System
has part: SEO for AI: How to Make Your Product Discoverable by LLMs
has part: From Solo to Shipped — The AI Builder Directory I Needed When I Started
has part: The Viral Substack Notes Creation System
has part: I Made a Note-Generating App to Free My Brain
has part: The Unexpected Lessons Behind My First App Launch
has part: Lost in Photos? My First GenAI Project Finds Them Fast
has part: I Tested 5 AI Coding Platforms With One Universal Prompt — Here's What Actually Works (And When)
has part: Build to Exit Strategy: How He's Teaching Builders to Sell Before they Build
has part: I Didn’t Expect This Prompt to Go Viral. Here’s What It Taught Me.
has part: How I Create Consistent Hero Images, And Why I Haven't Switched to NanoBanana
has part: Call for AI Builders: Let’s Get More Eyes on Your Work
has part: Freedom by Design: How He Lived in 5 Countries and Built the Free Visa Tool He Wished Existed
has part: AI Won’t Help You Build a Business. Here’s Why.
has part: Your Memories, Your Terms: How He Left IBM for Half the Pay to Build the AI Memory Layer That Keeps Users in Control
has part: He Grew to 14M+ Views, Here’s the Creator Character System Behind It
has part: The Shortcut to Master AI I Wish Existed Two Years Ago
has part: Agentic Flywheels: When AI Products Start Running (and Growing) Themselves
has part: Announcing 3-Day AI Workshop Series: Adopt → Advance → Build
has part: Fighting Content Slop: How She Turned Marketing Frustration Into a 400+ User Strategic Content Platform
has part: How I Learned AI Without a CS degree
has part: Fulfillment Over Profit: How He Stepped Down as CTO and Built the Mentoring Program People Actually Want
has part: This is a test post to reset Substack's bug
has part: Are You Still Looking for the 'Right' Way to Use AI? 7 Creators Prove There Isn't One
has part: Why Not Try? How She Tackled 'Impossible' Tech and Built the Semantic Search Tool for Substack Readers
has part: Trust Over Conversions: How He Turned 90% Rejections Into a $10k Creator Tool
has part: Building With, Not For: How She Became a Bestseller by Creating the Portfolio Substackers Proudly Share
has part: The One Advantage AI Will Never Give You (But You Already Have)
has part: Spotlight: Jenny Ouyang & the Rise of Vibe Coding
has part: Cha-ching: How He Analyzed 1.3M Notes and Built the Tool Creators Can’t Stop Using
has part: Adapt or Die: How He Saw Film’s Collapse and Vibe-Built His New Way Out
has part: 🌈 Why Subscribe
has part: 🎯 Products and Writers
has part: 🌻 Start Here
has part: Two Months, Two Rising Badges, and the Panic No One Talks About
has part: 🔐 Premium Resources
has part: AI Can Build Your Personal Website Within Minutes—Then What?
has part: Inside the Minds of Top AI Writers: What 3000+ Articles Reveal About Converging Ideas
has part: Don’t Let AI Fool Your Vision: The 6-Step Guide To Creating An AI Policy
has part: AI Won’t Replace You: How to Build a Workflow That 10× Your Productivity
has part: How I Challenged Home Reappraisal 10x Faster With AI
has part: The Simple AI Roadmap for Normal People
has part: How to Earn $30K/month Hustling Online
has part: From Color Blindness Grit to a Simple Tool for Change
has part: Designing with Color-Blindness in Mind
has part: One Image, Four Minds: Can AI Caption Like A Child or An Elder?
has part: How I Outsourced My Google Research to AI (And You Can Too)
has part: Four Month On Substack: The Best Shift That Happened
has part: The Sentiment That Will Make You Rethink Everything
has part: How to Build an AI-Powered Email Subscription Summarizer
has part: The Hidden Struggles of Choosing the Right Building Stack
has part: Unlock Your Substack Potential with Data-Driven Application
has part: The Wondrous Secrets That Unfold After Launching a Website
has part: I Analyzed My Substack Niche—Here’s Where I Stand (And How You Compare!)
has part: The Breakdown Of DeepSeek Was An Unusual Nightmare
has part: GenAI 30-Project Challenge — Project 2
has part: How to Flip Low Moments Into Viral Potential
has part: Quick Search of Hidden Photos With Optimization Approaches
has part: Learning by Doing: My Daring GenAI 30-Project Challenge
has part: How Writing on Medium Changed My Life in Just 15 Days

Build to Exit Strategy: How He's Teaching Builders to Sell Before they Build
type: BlogPosting
date published: Fri, 12 De
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

I Didn’t Expect This Prompt to Go Viral. Here’s What It Taught Me.
type: BlogPosting
date published: Wed, 10 De
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

How I Create Consistent Hero Images, And Why I Haven't Switched to NanoBanana
type: BlogPosting
date published: Wed, 26 No
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

Call for AI Builders: Let’s Get More Eyes on Your Work
type: BlogPosting
date published: Fri, 21 No
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

Freedom by Design: How He Lived in 5 Countries and Built the Free Visa Tool He Wished Existed
type: BlogPosting
date published: Fri, 14 No
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

AI Won’t Help You Build a Business. Here’s Why.
type: BlogPosting
date published: Mon, 10 No
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

Cursor 2.0 Is Rewriting the Future of AI Coding — And What That Means for Builders
type: TechArticle
date published: Wed, 05 No
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
keywords: Cursor 2.0
keywords: AI coding
keywords: future of development
keywords: composer mode
keywords: AI tools
teaches: New Cursor 2.0 features and capabilities
teaches: Implications for AI-assisted development
teaches: How to leverage new composer mode
teaches: Future trends in AI coding
teaches: Strategic adoption considerations
mentions: Cursor 2.0
mentions: Composer mode
mentions: AI coding future
educational level: Intermediate
time required: PT15M
word count: 2800
is part of: Build to Launch
about: Production-Ready Vibe Coding

Best Practices for AI-Powered Software Engineering
type: TechArticle
date published: Mon, 03 No
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
keywords: best practices
keywords: AI engineering
keywords: quality code
keywords: documentation
keywords: testing
teaches: Code quality standards for AI-generated code
teaches: Documentation best practices
teaches: Testing strategies
teaches: Code review techniques
teaches: Maintainability principles
mentions: AI coding tools
mentions: Quality assurance
mentions: Testing frameworks
educational level: Intermediate
time required: PT15M
word count: 3800
is part of: Build to Launch
about: Production-Ready Vibe Coding

Your Memories, Your Terms: How He Left IBM for Half the Pay to Build the AI Memory Layer That Keeps Users in Control
type: BlogPosting
date published: Fri, 31 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

How Two Prompting Strategies Made My AI Code Production-Ready
type: TechArticle
date published: Wed, 29 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
keywords: prompting strategies
keywords: production code
keywords: AI assistance
keywords: code quality
keywords: context engineering
teaches: Strategic prompting for better code quality
teaches: Two-phase prompting methodology
teaches: Context engineering techniques
teaches: Production-ready code generation
teaches: Prompt refinement strategies
mentions: Cursor
mentions: ChatGPT
mentions: Claude
mentions: Prompting techniques
educational level: Intermediate
time required: PT15M
word count: 3200
is part of: Build to Launch
about: Production-Ready Vibe Coding

He Grew to 14M+ Views, Here’s the Creator Character System Behind It
type: BlogPosting
date published: Mon, 27 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

The Shortcut to Master AI I Wish Existed Two Years Ago
type: BlogPosting
date published: Thu, 23 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

How AI Builders Use Cursor: The Complete Guide from Setup to Unlocking its Real Power
type: TechArticle
date published: Wed, 22 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
keywords: Cursor
keywords: IDE
keywords: AI coding
keywords: setup guide
keywords: advanced features
keywords: workflow
teaches: Complete Cursor IDE setup and configuration
teaches: Advanced Cursor features and shortcuts
teaches: Workflow optimization strategies
teaches: Context management techniques
teaches: Multi-file editing workflows
mentions: Cursor IDE
mentions: VSCode
mentions: AI coding
mentions: Workflow optimization
educational level: Beginner to Advanced
time required: PT15M
word count: 4500
is part of: Build to Launch
about: Production-Ready Vibe Coding

Agentic Flywheels: When AI Products Start Running (and Growing) Themselves
type: BlogPosting
date published: Mon, 20 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

From AI Tool Paralysis to Daily AI Workflow: The 3-Mode + 3-Prompt System
type: TechArticle
date published: Fri, 17 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
keywords: workflow system
keywords: prompts
keywords: productivity
keywords: 3-mode
keywords: tool paralysis
teaches: 3-Mode framework for AI tools
teaches: 3-Prompt systematic approach
teaches: Overcoming tool paralysis
teaches: Daily workflow integration
teaches: Systematic AI adoption
mentions: 3-Mode system
mentions: Workflow frameworks
mentions: Tool selection
mentions: Daily habits
educational level: Beginner
time required: PT15M
word count: 3400
is part of: Build to Launch
about: Build→Launch→Grow Framework

He Built an MCP Server So You Can Talk to AI About Any Substack Author
type: TechArticle
date published: Mon, 13 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
keywords: MCP
keywords: server development
keywords: Substack integration
keywords: API
keywords: Claude Desktop
teaches: MCP (Model Context Protocol) fundamentals
teaches: Building custom MCP servers
teaches: API integration patterns
teaches: Data aggregation strategies
teaches: Claude Desktop integration
mentions: MCP
mentions: Claude Desktop
mentions: Substack API
mentions: Server development
educational level: Advanced
time required: PT15M
word count: 3500
is part of: Build to Launch

Announcing 3-Day AI Workshop Series: Adopt → Advance → Build
type: BlogPosting
date published: Fri, 10 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

Fighting Content Slop: How She Turned Marketing Frustration Into a 400+ User Strategic Content Platform
type: BlogPosting
date published: Fri, 10 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

How I Learned AI Without a CS degree
type: BlogPosting
date published: Mon, 06 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

Fulfillment Over Profit: How He Stepped Down as CTO and Built the Mentoring Program People Actually Want
type: BlogPosting
date published: Fri, 03 Oc
author: Jenny Ouyang
publisher: Build to Launch
article section: Build to Launch
is part of: Build to Launch

I Tested 5 AI Coding Platforms With One Universal Prompt — Here's What Actually Works (And When)
type: TechArticle
date published: 2025-09-30
author: Jenny Ouyang
publisher: Build to Launch
description: A practical guide to matching the right tool to your building style
article section: Build to Launch
keywords: platform comparison
keywords: testing
keywords: evaluation
keywords: AI coding tools
keywords: tool selection
teaches: Comparative AI platform analysis
teaches: Universal prompt design
teaches: Tool selection criteria
teaches: Platform strengths and weaknesses
teaches: Evaluation methodology
mentions: Cursor
mentions: Windsurf
mentions: Claude
mentions: ChatGPT
mentions: Platform comparison
educational level: Intermediate
time required: PT15M
word count: 4500
is part of: Build to Launch

This is a test post to reset Substack's bug
type: BlogPosting
date published: Tue, 30 Se
author: Jenny Ouyang
publisher: Build to Launch
description: Nothing interesting here, you are invited to look elsewhere…
article section: Build to Launch
is part of: Build to Launch

Are You Still Looking for the 'Right' Way to Use AI? 7 Creators Prove There Isn't One
type: BlogPosting
date published: 2025-09-29
author: Jenny Ouyang
publisher: Build to Launch
description: Watch 7 different minds solve the same transcript problem and discover whose thinking style unlocks your breakthrough. Stop copying workflows and find your creator match.
article section: Build to Launch
is part of: Build to Launch

Why Not Try? How She Tackled 'Impossible' Tech and Built the Semantic Search Tool for Substack Readers
type: BlogPosting
date published: Fri, 26 Se
author: Jenny Ouyang
publisher: Build to Launch
description: Featured in Build to Launch Friday at buildtolaunch.ai and listed on vibecoding.builders: Meet Karen, the copywriter who built StackDigest's semantic search from her Arkansas farm without overthinking.
article section: Build to Launch
is part of: Build to Launch

The Definitive Guide to Cost-Effective AI Building: From $0 to Launch Without Burning Cash
type: TechArticle
date published: Wed, 24 Se
author: Jenny Ouyang
publisher: Build to Launch
description: Learn how to build AI products without wasting money. This practical guide covers free AI tools, cost-effective infrastructure, prompt systems, and scaling strategies — designed for indie hackers, creators, and early-stage founders.
article section: Build to Launch
keywords: cost-effective
keywords: budget
keywords: AI building
keywords: launch strategy
keywords: free tools
teaches: Budget-conscious tool selection strategies
teaches: Free tier optimization techniques
teaches: Cost-effective infrastructure choices
teaches: Pricing model evaluation
teaches: Launch without upfront investment
mentions: Vercel
mentions: Supabase
mentions: Free tiers
mentions: Budget planning
educational level: Beginner
time required: PT15M
word count: 5000
is part of: Build to Launch
about: Production-Ready Vibe Coding

Trust Over Conversions: How He Turned 90% Rejections Into a $10k Creator Tool
type: BlogPosting
date published: Fri, 19 Se
author: Jenny Ouyang
publisher: Build to Launch
description: Build to Launch Friday: Meet Orel, the relationship-building developer who codes to connect
article section: Build to Launch
is part of: Build to Launch

The Essential Software Engineering Practices Every AI Builder Needs to Know
type: TechArticle
date published: Wed, 17 Se
author: Jenny Ouyang
publisher: Build to Launch
description: Master essential software engineering principles that prevent disasters in AI-assisted development. Practical guide with prompts for AI builders.
article section: Build to Launch
keywords: software engineering
keywords: best practices
keywords: AI builders
keywords: version control
keywords: code quality
teaches: Core software engineering principles for non-technical builders
teaches: Version control and Git workflows
teaches: Code organization and project structure
teaches: Documentation practices
teaches: Testing fundamentals
mentions: Git
mentions: GitHub
mentions: Code structure
mentions: Documentation
educational level: Beginner
time required: PT15M
word count: 4000
is part of: Build to Launch
about: Production-Ready Vibe Coding

Building With, Not For: How She Became a Bestseller by Creating the Portfolio Substackers Proudly Share
type: BlogPosting
date published: Fri, 12 Se
author: Jenny Ouyang
publisher: Build to Launch
description: Build to Launch Friday: How AI Product Manager Karo built Stackshelf into Substack's go-to creator platform. Featured in vibe coding builders - real stories of domain experts building successful products with AI collaboration. No VC funding, just expertise and community-driven development.
article section: Build to Launch
is part of: Build to Launch

How I Turned My Second Brain into Connected Intelligence
type: TechArticle
date published: Wed, 10 Se
author: Jenny Ouyang
publisher: Build to Launch
description: MCP implementation guide: How to connect AI to databases, eliminate data friction, build second brain systems. More on Build to Launch at buildtolaunch.ai
article section: Build to Launch
keywords: second brain
keywords: RAG implementation
keywords: semantic search
keywords: 250 chunks
keywords: vector database
teaches: Advanced RAG implementation with 250+ chunks
teaches: Semantic chunking strategies
teaches: Vector database integration
teaches: Zero-hallucination architecture
teaches: Source citation systems
mentions: RAG pipeline
mentions: Vector embeddings
mentions: CLIP
mentions: Semantic search
mentions: Vector databases
educational level: Advanced
time required: PT15M
word count: 4200
is part of: Build to Launch
about: Second Brain with RAG

The One Advantage AI Will Never Give You (But You Already Have)
type: BlogPosting
date published: Mon, 08 Se
author: Jenny Ouyang
publisher: Build to Launch
description: How to use AI to build an "unpromptable" personal brand can't be replicated. 5 strategic ways to turn authentic expertise into magnetic presence. buildtolaunch.ai
article section: Build to Launch
is part of: Build to Launch

Spotlight: Jenny Ouyang & the Rise of Vibe Coding
type: BlogPosting
date published: 2025-09-08
author: Jenny Ouyang
publisher: Build to Launch
description: Inside the rise of Vibe Coding Builders, the platform redefining who gets to build software.
article section: Build to Launch
is part of: Build to Launch

Cha-ching: How He Analyzed 1.3M Notes and Built the Tool Creators Can’t Stop Using
type: BlogPosting
date published: Fri, 05 Se
author: Jenny Ouyang
publisher: Build to Launch
description: Build to Launch Friday: Meet Finn, who built Substack's most popular productivity tools working just 4 hours per week. Learn how he turned creator pain points into $10K+ revenue using AI collaboration and effortless execution.
article section: Build to Launch
is part of: Build to Launch

Adapt or Die: How He Saw Film’s Collapse and Vibe-Built His New Way Out
type: BlogPosting
date published: Fri, 29 Au
author: Jenny Ouyang
publisher: Build to Launch
description: Build to Launch Friday: Meet Kenny, a 13-year film pro who built his own creator platform when his subscription stopped listening
article section: Build to Launch
is part of: Build to Launch

🌈 Why Subscribe
type: BlogPosting
date published: 2025-08-29
author: Jenny Ouyang
publisher: Build to Launch
description: We're living in the most exciting time for creators.
article section: Build to Launch
is part of: Build to Launch

🎯 Products and Writers
type: BlogPosting
date published: 2025-08-25
author: Jenny Ouyang
publisher: Build to Launch
description: Tools and creators I actually use and love
article section: Build to Launch
is part of: Build to Launch

How to Make Vibe Coding Production-Ready (Without Losing Your Mind)
type: TechArticle
date published: Wed, 20 Au
author: Jenny Ouyang
publisher: Build to Launch
description: What I learned fixing security holes, cleaning up technical debt, and fighting off skill atrophy while shipping real apps with AI.
article section: Build to Launch
keywords: production-ready vibe coding
keywords: security hardening
keywords: technical debt
keywords: skill atrophy
keywords: AI-assisted development
keywords: systematic testing
teaches: How to identify and fix security vulnerabilities in AI-generated code
teaches: Technical debt documentation and management strategies
teaches: Preventing skill atrophy through intentional learning
teaches: Security-first prompting techniques
teaches: Production deployment checklists
mentions: Cursor IDE
mentions: AI coding assistants
mentions: Security scanning tools
mentions: Version control practices
educational level: Intermediate
time required: PT15M
word count: 3500
is part of: Build to Launch
about: Production-Ready Vibe Coding

From Solo to Shipped — The AI Builder Directory I Needed When I Started
type: TechArticle
date published: Wed, 13 Au
author: Jenny Ouyang
publisher: Build to Launch
description: Build to launch 3x faster with a builder‑first home for projects, people, and practical resources.
article section: Build to Launch
keywords: builder directory
keywords: community
keywords: visibility
keywords: VibeCodingBuilders
keywords: showcase
teaches: Building community platforms
teaches: Showcase strategy for builders
teaches: Directory development
teaches: Community growth tactics
teaches: Visibility infrastructure
mentions: VibeCodingBuilders
mentions: Community platforms
mentions: Builder directories
mentions: Showcase sites
educational level: Intermediate
time required: PT15M
word count: 3200
is part of: Build to Launch
about: AI Builder Distribution Infrastructure

Claude Code for Everyone: From Zero to Your First Project in 30 Minutes
type: TechArticle
date published: Wed, 06 Au
author: Jenny Ouyang
publisher: Build to Launch
description: Learn Claude Code in 30 minutes. Build websites, organize files, and automate tasks without coding experience. Step-by-step guide for complete beginners
article section: Build to Launch
keywords: Claude Code
keywords: beginner guide
keywords: quick start
keywords: 30 minutes
keywords: first project
teaches: Getting started with Claude Code quickly
teaches: First project setup and execution
teaches: Prompt engineering basics
teaches: Common pitfalls and solutions
teaches: Rapid prototyping techniques
mentions: Claude Code
mentions: Anthropic
mentions: Quick start
mentions: Rapid prototyping
educational level: Beginner
time required: PT15M
word count: 2500
is part of: Build to Launch
about: Production-Ready Vibe Coding

🌻 Start Here
type: BlogPosting
date published: 2025-08-04
author: Jenny Ouyang
publisher: Build to Launch
description: Welcome to Build to Launch 👋
article section: Build to Launch
is part of: Build to Launch

The Complete Guide to Building Domain-Specific AI Research Agents
type: TechArticle
date published: Sat, 02 Au
author: Jenny Ouyang
publisher: Build to Launch
description: A practical guide to transforming Cursor into a specialized research assistant that works independently, demonstrated through pharmaceutical research and adapted to any domain
article section: Build to Launch
keywords: research agents
keywords: domain-specific AI
keywords: automation
keywords: Cursor
keywords: AI research
teaches: Autonomous research agent development
teaches: Domain-specific AI specialization
teaches: Three-phase research methodology
teaches: Cursor agent programming
teaches: Research automation workflows
mentions: Cursor agents
mentions: Research automation
mentions: Domain specialization
mentions: AI agents
educational level: Advanced
time required: PT15M
word count: 5500
is part of: Build to Launch
about: Second Brain with RAG

When Typing Became the Bottleneck: How to Build a Voice-First AI System That Thinks With You
type: TechArticle
date published: Wed, 30 Ju
author: Jenny Ouyang
publisher: Build to Launch
description: GenAI 30 Project Challenge - 10. Integrating voice input into every part of your workflow
article section: Build to Launch
keywords: voice-first
keywords: AI system
keywords: workflow optimization
keywords: accessibility
keywords: hands-free
teaches: Voice-first interface design principles
teaches: Hands-free development workflows
teaches: Speech-to-text integration
teaches: Voice command systems
teaches: Accessibility through voice
mentions: Voice recognition
mentions: Whisper API
mentions: Voice commands
mentions: Hands-free coding
educational level: Advanced
time required: PT15M
word count: 4000
is part of: Build to Launch

The Viral Substack Notes Creation System
type: TechArticle
date published: Sat, 26 Ju
author: Jenny Ouyang
publisher: Build to Launch
description: A comprehensive framework for writing notes that capture attention, drive engagement, and build loyal subscribers
article section: Build to Launch
keywords: viral content
keywords: Substack notes
keywords: content strategy
keywords: social reach
keywords: engagement
teaches: Viral content creation framework
teaches: Substack Notes optimization
teaches: Social reach strategies
teaches: Content repurposing techniques
teaches: Engagement maximization
mentions: Substack Notes
mentions: Quick Viral Notes
mentions: Content strategy
mentions: Social media
educational level: Beginner
time required: PT15M
word count: 2800
is part of: Build to Launch
about: AI Builder Distribution Infrastructure

When AI Becomes Your Partner, Managing It Becomes Your Job
type: TechArticle
date published: 2025-07-20
author: Jenny Ouyang
publisher: Build to Launch
description: Six stories of shared experience in stepping into AI management.
article section: Build to Launch
keywords: AI partnership
keywords: management
keywords: collaboration
keywords: productivity
keywords: work systems
teaches: Effective AI collaboration strategies
teaches: Managing AI as a work partner
teaches: Setting boundaries with AI tools
teaches: Productivity optimization
teaches: Long-term AI partnership
mentions: AI partnership
mentions: Productivity
mentions: Collaboration
mentions: Work management
educational level: Intermediate
time required: PT15M
word count: 2800
is part of: Build to Launch
about: Build→Launch→Grow Framework

Two Months, Two Rising Badges, and the Panic No One Talks About
type: BlogPosting
date published: 2025-07-16
author: Jenny Ouyang
publisher: Build to Launch
description: I hit Substack's Rising Board twice in two months and felt panic instead of pride. Here's the reality check about newsletter success no one shares.
article section: Build to Launch
is part of: Build to Launch

🔐 Premium Resources
type: BlogPosting
date published: 2025-07-16
author: Jenny Ouyang
publisher: Build to Launch
description: Last updated: 2025/09/28
article section: Build to Launch
is part of: Build to Launch

How I Built My AI Survival System: Turning Disruption Into a Playbook for Real Life
type: TechArticle
date published: 2025-07-09
author: Jenny Ouyang
publisher: Build to Launch
description: What I Learned Studying the Past, Building Models, Games, and My Own Peace of Mind
article section: Build to Launch
keywords: AI survival
keywords: adaptation
keywords: career pivot
keywords: resilience
keywords: disruption
teaches: Navigating AI-driven career disruption
teaches: Building personal resilience systems
teaches: Skill adaptation strategies
teaches: Career pivot planning
teaches: Long-term AI survival strategies
mentions: Career planning
mentions: AI disruption
mentions: Skill development
mentions: Personal growth
educational level: Beginner
time required: PT15M
word count: 3000
is part of: Build to Launch
about: Build→Launch→Grow Framework

SEO for AI: How to Make Your Product Discoverable by LLMs
type: TechArticle
date published: 2025-06-25
author: Jenny Ouyang
publisher: Build to Launch
description: How No-Code Sites and Substack Posts Can Become Invisible to AI (Unless You Fix This)
article section: Build to Launch
keywords: AI SEO
keywords: LLM discovery
keywords: product visibility
keywords: agentic SEO
keywords: JSON-LD
teaches: Agentic SEO principles and strategies
teaches: LLM indexing optimization
teaches: JSON-LD implementation
teaches: AI-first content structure
teaches: Discovery through ChatGPT/Claude/Perplexity
mentions: Agentic SEO
mentions: JSON-LD
mentions: Schema.org
mentions: LLM discovery
mentions: ChatGPT
educational level: Intermediate to Advanced
time required: PT15M
word count: 5200
is part of: Build to Launch
about: AI Builder Distribution Infrastructure

Stop Juggling AI Tools — How to Build a Second Brain That Actually Works for You
type: TechArticle
date published: 2025-06-18
author: Jenny Ouyang
publisher: Build to Launch
description: GenAI 30 Project Challenge - 8 RAG
article section: Build to Launch
keywords: second brain
keywords: RAG
keywords: knowledge management
keywords: personal systems
keywords: information retrieval
teaches: Building personal knowledge management systems
teaches: RAG architecture fundamentals
teaches: Tool integration strategies
teaches: Information retrieval optimization
teaches: Sustainable knowledge systems
mentions: RAG
mentions: Second Brain
mentions: Knowledge management
mentions: Obsidian
mentions: Notion
educational level: Intermediate
time required: PT15M
word count: 3800
is part of: Build to Launch
about: Second Brain with RAG

AI Can Build Your Personal Website Within Minutes—Then What?
type: BlogPosting
date published: 2025-06-11
author: Jenny Ouyang
publisher: Build to Launch
description: How to go from AI scaffolding to a personal site that actually reflects you.
article section: Build to Launch
is part of: Build to Launch

Inside the Minds of Top AI Writers: What 3000+ Articles Reveal About Converging Ideas
type: BlogPosting
date published: 2025-06-02
author: Jenny Ouyang
publisher: Build to Launch
description: An in-depth analysis of AI thought leadership, writing patterns, and why casting models like a team is more than a metaphor.
article section: Build to Launch
is part of: Build to Launch

Don’t Let AI Fool Your Vision: The 6-Step Guide To Creating An AI Policy
type: BlogPosting
date published: 2025-05-23
author: Jenny Ouyang
publisher: Build to Launch
description: Build guardrails before you scale, protect your mission from the hidden risks of AI.
article section: Build to Launch
is part of: Build to Launch

AI Won’t Replace You: How to Build a Workflow That 10× Your Productivity
type: BlogPosting
date published: 2025-05-17
author: Jenny Ouyang
publisher: Build to Launch
description: Spot and Master the 4 Hidden Traps That Sabotage Most AI Users
article section: Build to Launch
is part of: Build to Launch

How I Challenged Home Reappraisal 10x Faster With AI
type: BlogPosting
date published: 2025-05-12
author: Jenny Ouyang
publisher: Build to Launch
description: Unfair home reappraisal is the biggest tax trap of 2025, and here is how you can fight back.
article section: Build to Launch
is part of: Build to Launch

The Simple AI Roadmap for Normal People
type: BlogPosting
date published: 2025-05-10
author: Jenny Ouyang
publisher: Build to Launch
description: How I built AI skills for free and how you can too
article section: Build to Launch
is part of: Build to Launch

How to Earn $30K/month Hustling Online
type: BlogPosting
date published: 2025-05-03
author: Jenny Ouyang
publisher: Build to Launch
description: What the newest ChatGPT just revealed — and why it freaked me out (in a good way)
article section: Build to Launch
is part of: Build to Launch

From Color Blindness Grit to a Simple Tool for Change
type: BlogPosting
date published: 2025-04-29
author: Jenny Ouyang
publisher: Build to Launch
description: GenAI 30 Project Challenge — 7
article section: Build to Launch
is part of: Build to Launch

Designing with Color-Blindness in Mind
type: BlogPosting
date published: 2025-04-23
author: Jenny Ouyang
publisher: Build to Launch
description: Small learning series — powered by ChatGPT
article section: Build to Launch
is part of: Build to Launch

One Image, Four Minds: Can AI Caption Like A Child or An Elder?
type: BlogPosting
date published: 2025-04-12
author: Jenny Ouyang
publisher: Build to Launch
description: Explore multi-perspective AI image captioning in this hands-on GenAI challenge project. Learn how to build an AI app that generates image captions from four different viewpoints - child, elder, cultural, and creative perspectives. Complete tutorial using BLIP and CLIP models via Hugging Face, with code examples, technical troubleshooting, and insights into accessibility-focused AI development. Part of the Build to Launch AI series for inclusive AI design.
article section: Build to Launch
is part of: Build to Launch

How I Outsourced My Google Research to AI (And You Can Too)
type: BlogPosting
date published: 2025-04-04
author: Jenny Ouyang
publisher: Build to Launch
description: Tired of endless Googling, tabs, and copy-pasting? Here’s how I built an AI workflow that handles the boring stuff (and even makes the spreadsheet).
article section: Build to Launch
is part of: Build to Launch

Four Month On Substack: The Best Shift That Happened
type: BlogPosting
date published: 2025-03-24
author: Jenny Ouyang
publisher: Build to Launch
description: 3 product launches, unexpected earnings, subscribers, and mental shift that fuels my next move
article section: Build to Launch
is part of: Build to Launch

The Sentiment That Will Make You Rethink Everything
type: BlogPosting
date published: 2025-03-14
author: Jenny Ouyang
publisher: Build to Launch
description: Sentiment Analyzer that looks into Trump, Elon, interest rates and more
article section: Build to Launch
is part of: Build to Launch

How to Build an AI-Powered Email Subscription Summarizer
type: BlogPosting
date published: 2025-03-07
author: Jenny Ouyang
publisher: Build to Launch
description: GenAI 30 Project Challenge - 3
article section: Build to Launch
is part of: Build to Launch

The Hidden Struggles of Choosing the Right Building Stack
type: BlogPosting
date published: 2025-02-28
author: Jenny Ouyang
publisher: Build to Launch
description: I stumbled through these frameworks and deployment methods so you don’t have to
article section: Build to Launch
is part of: Build to Launch

Unlock Your Substack Potential with Data-Driven Application
type: BlogPosting
date published: 2025-02-24
author: Jenny Ouyang
publisher: Build to Launch
description: I Analyzed My Substack Niche and Built an App - Now You Can Too
article section: Build to Launch
is part of: Build to Launch

The Wondrous Secrets That Unfold After Launching a Website
type: BlogPosting
date published: 2025-02-15
author: Jenny Ouyang
publisher: Build to Launch
description: Think launching a website is the hard part? Wait until you see what happens next
article section: Build to Launch
is part of: Build to Launch

I Analyzed My Substack Niche—Here’s Where I Stand (And How You Compare!)
type: BlogPosting
date published: 2025-02-07
author: Jenny Ouyang
publisher: Build to Launch
description: I worked with my AI agent to crunch the numbers on 1,200 Substack newsletters—here’s what I discovered about growth, engagement, and what it takes to succeed.
article section: Build to Launch
is part of: Build to Launch

The Breakdown Of DeepSeek Was An Unusual Nightmare
type: BlogPosting
date published: 2025-01-31
author: Jenny Ouyang
publisher: Build to Launch
description: I scrambled to find a backup for my web app — and learned a crucial lesson about LLMs
article section: Build to Launch
is part of: Build to Launch

I Made a Note-Generating App to Free My Brain
type: TechArticle
date published: 2025-01-24
author: Jenny Ouyang
publisher: Build to Launch
description: Because I Want to Stay Lazy and Stay Connected — And You Can Too!
article section: Build to Launch
keywords: Quick Viral Notes
keywords: product launch
keywords: content tool
keywords: creator economy
keywords: AI product
teaches: Product ideation from personal pain points
teaches: Rapid development with AI assistance
teaches: Content transformation tools
teaches: Launch strategy for creator tools
teaches: 0 to 500 users journey
mentions: Quick Viral Notes
mentions: Product launch
mentions: Creator tools
mentions: AI building
educational level: Intermediate
time required: PT15M
word count: 3000
is part of: Build to Launch

GenAI 30-Project Challenge — Project 2
type: BlogPosting
date published: 2025-01-17
author: Jenny Ouyang
publisher: Build to Launch
description: Daily Inspirational Quotes Generator
article section: Build to Launch
is part of: Build to Launch

The Unexpected Lessons Behind My First App Launch
type: TechArticle
date published: 2025-01-11
author: Jenny Ouyang
publisher: Build to Launch
description: And the challenges no one had warned me about.
article section: Build to Launch
keywords: Image Finder
keywords: first launch
keywords: lessons learned
keywords: product lifecycle
keywords: mistakes
teaches: First launch mistakes and learnings
teaches: Beyond coding: full product lifecycle
teaches: Auth, subscriptions, hosting challenges
teaches: User support realities
teaches: Iteration strategies
mentions: Image Finder
mentions: Product launch
mentions: Lessons learned
mentions: First product
educational level: Beginner
time required: PT15M
word count: 2600
is part of: Build to Launch

How to Flip Low Moments Into Viral Potential
type: BlogPosting
date published: 2024-12-19
author: Jenny Ouyang
publisher: Build to Launch
description: A self-reflection on 2024 and bold resolutions for 2025
article section: Build to Launch
is part of: Build to Launch

Quick Search of Hidden Photos With Optimization Approaches
type: BlogPosting
date published: 2024-12-13
author: Jenny Ouyang
publisher: Build to Launch
description: A dramatic performance improvement of my original photo search app.
article section: Build to Launch
is part of: Build to Launch

Lost in Photos? My First GenAI Project Finds Them Fast
type: TechArticle
date published: 2024-12-09
author: Jenny Ouyang
publisher: Build to Launch
description: 1/30: content-based image search app
article section: Build to Launch
keywords: Image Finder
keywords: GenAI
keywords: computer vision
keywords: CLIP
keywords: image search
teaches: Computer vision with CLIP
teaches: Image search implementation
teaches: Natural language file search
teaches: GenAI project development
teaches: Local file system integration
mentions: Image Finder
mentions: CLIP
mentions: Computer vision
mentions: File search
mentions: GenAI
educational level: Intermediate to Advanced
time required: PT15M
word count: 2800
is part of: Build to Launch

Learning by Doing: My Daring GenAI 30-Project Challenge
type: BlogPosting
date published: 2024-12-08
author: Jenny Ouyang
publisher: Build to Launch
description: Would you take on an unknown challenge out of pure curiosity?
article section: Build to Launch
is part of: Build to Launch

How Writing on Medium Changed My Life in Just 15 Days
type: BlogPosting
date published: 2024-12-07
author: Jenny Ouyang
publisher: Build to Launch
description: It is not only Medium, but also Substack, any other platform, and any other endeavor.
article section: Build to Launch
is part of: Build to Launch

Do You Need To Handle Recursive Computations?
type: BlogPosting
date published: 2024-12-07
author: Jenny Ouyang
publisher: Build to Launch
description: Optimizing Django’s Recursive Methods for Efficiency and Scalability
article section: Build to Launch
is part of: Build to Launch