ai-tools-workflows
AI Tools for Indie Consultants: A Practical Stack
Build a minimum viable AI stack for your consulting practice. Prompt libraries, delivery workflows, and pricing strategies that work for 1–3 person operations.
8 min read
Articles
startup-strategy
Startup Decision Frameworks for the AI Era
Four practical decision frameworks for founders in 2026: build vs. buy vs. AI-generate, validate vs. ship, hire vs. automate, and pilot vs. production.
13 min read
product-validation
The Jobs-to-Be-Done Framework for AI Product Decisions
Learn how to apply the Jobs-to-Be-Done framework to AI product decisions — which capabilities to build, buy, or skip based on what customers actually need.
8 min read
prototype-to-production
Rescue Engineering AI Will Define 2026. Here's Why.
Rescue engineering AI is the emerging discipline of fixing broken AI-generated codebases. Why it will define 2026 and what founders and engineers must do now.
7 min read
ai-tools-workflows
AI Tools for Product Teams: A Practical Framework
Most AI tools make product teams less productive. This framework shows which tools actually work for research, code, content, and project management.
14 min read
prototype-to-production
How to Audit an AI-Generated Codebase in 5 Steps
A practical AI code audit framework for technical founders. Five steps to assess security, dependencies, architecture, and technical debt before shipping to production.
8 min read
product-validation
The $200K Mistake: What Happens When Startups Skip Research
Skipping customer research costs startups $150K–$250K in wasted engineering. Here's the real math behind the most expensive mistake founders make.
8 min read
ai-automation-strategy
AI Adoption Framework: A Decision Guide for Business Leaders
Only 1% of AI deployments reach maturity. This framework helps leaders identify where AI delivers ROI, what to automate, and how to avoid pilot purgatory.
13 min read
prototype-to-production
5 Signs Your Vibe-Coded MVP Has Hidden Security Risks
Vibe coding risks are real: AI-generated code has 2.74x more vulnerabilities. Here are 5 warning signs in your vibe-coded app — and exactly how to fix each one.
8 min read
product-validation
Product Validation Before Building: A Founder's Playbook
42% of startups fail building products nobody wants. This playbook shows how to validate demand before investing in production — saving months and thousands in costs.
12 min read
product-validation
Idea Validation Checklist: 10 Steps Before You Build
Don't build before validating. This 10-step idea validation checklist helps founders confirm real demand before spending a dollar on development.
7 min read
product-validation
How Much Does a Prototype Cost in 2026?
What does a working prototype actually cost in 2026? Real pricing for AI-assisted and traditional prototypes, plus what drives cost up or down.
6 min read
product-validation
What to Expect From a $5K–$10K Prototype Engagement
Considering a prototype engagement? Here's exactly what a $5K–$10K research-driven prototype sprint delivers — timeline, process, and deliverables explained.
7 min read
product-validation
When to Hire a Prototyping Consultant vs. DIY
Should you hire a prototyping consultant or build it yourself? A decision framework based on budget, timeline, risk, and what actually gets validated.
6 min read
prototype-to-production
Why 90% of AI Projects Fail: The Prototype-to-Production Gap
An estimated 87–95% of AI projects never reach production. Learn what causes the prototype-to-production gap and how to close it before it kills your project.
12 min read
Announcements
Welcome to EarlyVersion.ai
Introducing EarlyVersion.ai — research-backed strategies for AI builders who want to validate ideas and build products people actually want.
2 min read