Build With AWS
Marcelo Acosta CavaleroGenerative AI Architect | AWS Machine Learning Specialty | Building real AI systems on AWS
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 28 | Subscribers | Read | buildwithaws.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Once You Understand What These AI Tools Are Actually Doing, the Decision Becomes Obvious.
Every company is either asking “should we build our own AI assistant?” or already building one. Before you decide, you need to understand what these systems actually do mechanically. What happens inside the machine when you type a question ...
Nobody Tells You What's Actually Inside TikTok's Algorithm. Here It Is on AWS.
Every time someone opens TikTok, they think they’re browsing videos. They’re not. They’re submitting data points to a ranking system that has been learning their behavior since the first swipe.
Domains, Bots, AI Agents: Untangling Amazon Connect's Voice AI Architecture
If you’ve ever tried to build a voice AI agent in Amazon Connect and felt like you were assembling IKEA furniture with instructions from three different boxes, you’re not alone.
Your Code Already Has Preconditions - You Just Haven't Written Them Down
A team shipped a vibe-coded Lambda function last month. Claude generated it, the tests passed, and it went to production. Two days later, the function processed a payment with a negative amount. The API contract said amounts must be positiv...
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Authors
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Generative AI Architect | AWS Machine Learning Specialty | Building real AI systems on AWS
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