Posts by Gavin Cettolo

@Gavin Cettolo

Gavin Cettolo

Full-Stack and Platform Engineer with a passion for technology
Turin, Italy github.com/gavincettolo Joined March 2026
4.7k Points113 Badges14 Connections48 Followers19 Following

Comments by Gavin Cettolo

Aug 15 Articles 4 min read
One of the most common misconceptions in modern AI is that a larger context window somehow "solves" memory. It doesn't. A context window increases how much information a model can consider during a single inference. It does not give the system a du...
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Aug 15 Launches 1 min read
Score prompts across 8 dimensions before they reach a model....
Jul 26 Articles 9 min read
Stripe Payment Element is one of the best ways to accept payments in modern web applications. It keeps sensitive card information on Stripe servers, helping reduce PCI Payment Card Industry compliance complexity. In this beginner-friendly guide, you...
Jul 19 Articles 9 min read
Stripe Payment Element is one of the best ways to accept payments in modern web applications. It keeps sensitive card information on Stripe servers, helping reduce PCI Payment Card Industry compliance complexity. In this beginner-friendly guide, you...
Jul 1 Articles 11 min read
Here's a conversation I've had more than once. A developer is building a React app. It starts simple, a few components, some local state, everything in useState. Then the app grows. Props start getting passed down two levels, then three, then five. ...
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Jul 1 Articles 11 min read
Here's a conversation I've had more than once. A developer is building a React app. It starts simple, a few components, some local state, everything in useState. Then the app grows. Props start getting passed down two levels, then three, then five. ...
post-cover-21700
Jul 1 Articles 11 min read
Here's a conversation I've had more than once. A developer is building a React app. It starts simple, a few components, some local state, everything in useState. Then the app grows. Props start getting passed down two levels, then three, then five. ...
post-cover-21700
Jul 1 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jul 1 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
Jun 24 Articles 10 min read
You Don't Need Microservices Yet: A Reality Check for Devs How Premature Architecture Decisions Slow Down Teams and Burn Engineering Budget Every few months, I see the same conversation play out in engineering teams. A new project kicks off. The ...
post-cover-21282
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