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AI Doesn't Replace Engineering Fundamentals—It Requires Them
Why the teams shipping production AI fastest are the ones obsessed with the basics Everyone's talking about AI. Not everyone's getting value. We've seen the pattern repeat: impressive demos that never reach production. Innovation theater that checks a board-mandated AI box. Black box systems that teams can't debug six months later. Unoptimized LLM calls burning $10K+/month without delivering proportional business value. The challenge isn't building with AI—it's knowing how to
Suzanna Capone
May 208 min read
Habitual Growth - SequoiaAI POC
We built an investor-ready AI goal achievement platform in just 150 hours - proving both the product vision and the power of AI-augmented development. Here's how we combined LangGraph orchestration with modern web technologies to create SequoiaAI, an intelligent companion that actually understands your goals and helps you achieve them. About Habitual Growth Habitual Growth is a B2C startup focused on helping individuals accomplish their goals and become better versions of the
Luke Mattfeld
Dec 18, 20254 min read
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