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Pedro Gryzinsky

Pedro Gryzinsky

AI Engineering Infrastructure Reality Check

AI Engineering Infrastructure Reality Check

Your AI demo works on localhost. Now you need to deploy it for real users without it crashing everyday. Here's how to build AI infrastructure that actually survives production.
Pedro Gryzinsky 28 de Ago de 2025
The LLM Integration Playbook

The LLM Integration Playbook

AI systems are failing in production at rates that would be unacceptable in any other area of software engineering. The problem isn't the technology—it's that most teams are building on fundamentally flawed assumptions about how LLMs actually work.
Pedro Gryzinsky 21 de Ago de 2025
Stop Learning ML - Start Building AI Systems

Stop Learning ML - Start Building AI Systems

Skip the 6-month ML theory marathon. Companies need people who can ship AI products, not reproduce academic papers. Here's how to build AI systems in your first 4 weeks.
Pedro Gryzinsky 15 de Ago de 2025
So it’s about time we deploy a Counter-Strike server using Terraform

So it’s about time we deploy a Counter-Strike server using Terraform

If you’ve read the title correctly (yes, you have), this is the story about how we’ve used Terraform to deploy CS. Click here to know how!
Pedro Gryzinsky 6 de Mar de 2023
A simple diagram on the role of a reverse proxy server

Using a Reverse Proxy Server for Application Deployment

Understand what a reverse proxy is and how you can offload compression, leverage encryption and deal with applications in your ecosystem. What is a reverse proxy, how does it work and how it’s useful? In this article we to explain how this simple concept can be used to host an Angular App on AWS wi
Pedro Gryzinsky 18 de Mar de 2020

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