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|>Case · 002

ValidateFirst

Helping builders validate ideas before writing a single line of code

client"Daniel Grahn"
typeProduct Development
roleDev Partner & Strategy
launch2025
ValidateFirst platform screenshot
AI / SaaS
Domain
Claude
AI
Deno + React
Stack
FP + Founder
Team
|>The Product

Stop guessing. Start validating.

AI lowered the barrier to building, but it didn't lower the barrier to figuring out what people actually need. Most ideas fail not because the code was bad, but because nobody validated the demand. ValidateFirst automates the validation workflow for solopreneurs and builders. AI-powered market research, demand signal analysis, competitor mapping, and customer interview scripts. All in one place, so founders can make informed bets instead of expensive guesses.

|>How We Helped

From vision to a product people can trust

Fogpipe partnered with Daniel Grahn to turn his vision for ValidateFirst into production-ready software. Daniel is the mastermind behind the product and its validation methodology. Our job was to set the technical foundation and move fast without cutting corners. In a world where AI makes it easy to generate code, the real challenge is making that code reliable. We brought end-to-end type safety from database to API contracts to the client. TypeScript everywhere. Strict types. Schema-driven contracts. This means fewer bugs, faster iterations, and a codebase that practically corrects itself when something drifts. Infrastructure orchestrated with OpenTofu. CI/CD through GitHub Actions. The kind of foundation that lets a solo founder ship with confidence.

|>The Result

A validation platform built to last

ValidateFirst launched as a polished, credit-based SaaS where builders can research and validate ideas through a structured four-phase process. AI agents with web search analyze markets, scan communities for demand signals, and generate actionable validation plans. The technical foundation we built together means Daniel can iterate quickly, add new AI capabilities, and scale the platform without accumulating the kind of tech debt that kills solo projects.

|>Deliverables

What we built

[~AI]
AI Validation Engine
Multi-phase AI workflow that researches markets, analyzes demand signals from Reddit, X and forums, and generates validation plans.
{ }
Type-Safe Foundation
End-to-end TypeScript with strict types from database schemas through API contracts to the React client. Self-correcting by design.
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Full-Stack Product
Complete SaaS application with credit-based billing, user authentication, idea management, and interactive AI-driven research flows.
[>_]
Production Infrastructure
Infrastructure as code with OpenTofu, containerized with Docker, automated deployments via GitHub Actions.
|>Tech Stack

Tools & technologies

Anthropic ClaudeTypeScriptDenoReactPostgreSQLDockerOpenTofuGitHub Actions

Have a project in mind?

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