June 23, 2026
Estimated reading time: 6 minutes
Key takeaways:
- Anyone can . Almost no one isvibe codea demoready for production. Infrastructure, safety, compliance, and eval are where most teams quietly fail. Your inference bill will make or break you.- The model is the easy part. Product-market fit, compliance, and quality eval all have to be built by humans.
Foundation generative AI models are powerful and have made creating demos extremely easy. Many might assume that building on these generative AI models is trivial, and that wrapper applications are low-hanging fruit – anyone can ship generative AI products.
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June 23, 2026
source & further reading
leaddev.com — original article
Why your AI bill is bigger than it should be
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