EngineeringFeb 26, 2026 · 8 min read
Building 138,000 Lines of TypeScript in 6 Days
A technical breakdown of how I architected, coded, and shipped a full-stack AI education platform solo — from empty repo to production in one week.
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Writing
Thoughts on engineering.
AI engineering, full-stack architecture, and building production software faster than anyone thought possible.
AI EngineeringFeb 20, 2026 · 6 min read
AI-Native vs AI-Bolted-On: Why Most AI Integrations Fail
The difference between wrapping a chat API and building a real AI-native product. Prompt engineering, streaming, fallback chains, and production-ready architecture.
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ProductFeb 15, 2026 · 5 min read
The Solo Engineer Advantage: When One Beats Five
Why a single senior engineer with deep focus consistently outships a mid-sized dev team. Zero coordination overhead, maximum context, and compounding velocity.
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EngineeringMar 1, 2026 · 7 min read
How to Pick a Tech Stack for Your Startup
Most founders overthink this. Here's how to make a defensible stack decision in under an hour — and avoid the mistakes that cost teams months of rewrites.
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StartupsMar 1, 2026 · 6 min read
Why Your MVP Is Taking Too Long
If your MVP has been almost ready for three months, the problem isn't your engineers. It's your scope, your process, or your handoffs.
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ProductMar 1, 2026 · 9 min read
How Much Does It Cost to Build an AI SaaS MVP in 2026?
Real cost breakdown: what drives the price of an AI-powered SaaS, tier-by-tier estimates from $5K to $500K+, and the agency markup problem no one talks about.
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EngineeringMar 1, 2026 · 8 min read
Hire an AI Engineer vs an AI Agency in 2026
Speed, cost, quality, and risk — an honest comparison of when to hire a senior engineer versus an agency for your AI product build.
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EngineeringMar 1, 2026 · 10 min read
How to Build a SaaS in 2 Weeks: A Real Case Study
The actual playbook from a 6-day, 138K-line TypeScript SaaS build: architecture decisions, execution order, and what makes serious speed possible.
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