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Tools & Stack7 min

The Stack We Actually Use to Build Everything

No theoretical recommendations — here's the exact tech stack behind every Kaizen Shift venture, from FairWayOS to this website. Why we chose each tool and what we'd change.

Scott Curtis
Scott CurtisMarch 5, 2026
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People ask about our stack constantly. Here's the honest answer — what we actually use, why, and what we'd change if we started over.

The Core

Next.js is our default for anything web. App Router, TypeScript, deployed on Vercel. We've tried alternatives. Nothing matches the DX and deployment speed for our use cases.

Supabase for databases and auth. PostgreSQL under the hood, real-time subscriptions, edge functions. It's replaced Firebase for us entirely.

Tailwind CSS for styling. We were skeptics. Now we can't imagine going back. The speed gain is real once you internalize the system.

AI Layer

Claude (Anthropic) is our primary LLM for most tasks. Better at following complex instructions, more reliable for production use cases than alternatives we've tested.

OpenAI API for specific use cases where GPT-4's strengths shine — particularly structured output and function calling.

Automation

Kaizen Shift CRM for CRM and marketing automation when clients need it. Not the prettiest, but incredibly powerful for pipeline management.

Custom pipelines using Supabase Edge Functions + webhook chains for everything else. We've moved away from Zapier/Make for production systems — too fragile at scale.

What We'd Change

If starting from scratch today: - We'd adopt Cursor earlier. The AI-assisted coding speed boost is legitimate. - We'd standardize on Turborepo for monorepo management across ventures. - We'd invest more in testing infrastructure from day one rather than adding it retroactively.

The best stack is the one you ship with. We optimize for speed to production, then iterate.

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Scott Curtis

Scott Curtis

Founder, Kaizen Shift

Building AI-native systems for real businesses. Former LED neon sign entrepreneur turned AI venture studio founder. Writing about what actually works — not theory.

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