Week 3 after Amazon: AI and software development momentum

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Week 3 after Amazon and the momentum is starting to build. This past week was full of forward motion. I created and launched an investor pitch page, attended SoCal Startup Day, made some great connections, and was unexpectedly invited to pitch my startup idea at a competition next month. I’ve also had a few promising phone screens for AI-first engineering leadership roles. It feels like doors are opening in several directions at once. In parallel, I’ve been heads-down making progress on my MVP. The pain I’m exploring is one that many engineers are starting to feel: AI can generate code incredibly fast, but it doesn’t yet generate reliable systems. It creates components that look complete, and sometimes even functional, but they often lack the deeper design considerations that make software sustainable even as it evolves. Metrics and observability, long-term evolution, lifecycle, cohesion across layers. AI solves for the prompt, not the vision and not the architecture. And often vibe coding creates overconfidence that a real system has been created, when what’s actually been produced is only a re-invinted wheel prototype with missing spokes. That gap fascinates me. It feels like we’re still applying pre-AI assumptions to an AI-first world. Principles and patterns shaped around human limitations shouldn't be automatically mapped to an environment where code can be produced, rewritten, or replaced instantly. The more I experiment, the more curious I become about what becomes possible when we stop assuming the baked-in human constraints that shaped the last 20 years of software engineering should define the next 20. This week I validated a key part of my thesis in code. I won’t go into details yet, but it gave me confidence that the direction I’m pursuing isn’t just theoretical. There is a real path forward here. If you’re exploring how AI is reshaping the foundations of software development, or if you’ll be at any upcoming startup or pitch events in Southern California, I’d love to connect! #startups #founders #ai #sdlc #architecture #preseed #socalstartupday

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