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How LLMs Actually Work — From Zero to Autocomplete

2025-03-18Amine Zaine
#ai  #llm  #machine-learning  How LLMs Actually Work — From Zero to Autocomplete

A plain-English breakdown of how large language models learn, from training data to token prediction. No PhD required.

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Platform Engineering vs DevOps — What Actually Changed

2023-06-20Amine Zaine
#devops  #platform-engineering  Platform Engineering vs DevOps — What Actually Changed

DevOps blurred the line between dev and ops. Platform engineering draws it back — with self-service, golden paths, and internal platforms. Here’s how they differ and why it matters.

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Don’t Build on T3/C5/M5 EC2 — Here’s Why

2020-12-05Amine Zaine
#aws  #cicd 

Special care is needed when building apps that run in AWS Fargate, on T3, C5 or M5 EC2 instances.

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Zero-Downtime Kubernetes with PodDisruptionBudgets [Part 3]

2020-01-30Amine Zaine
#docker  #kubernetes  Zero-Downtime Kubernetes with PodDisruptionBudgets [Part 3]

In this 3rd part, we’ll see how to assure maximum availability for our app using PodDisruptionBudget and Deployment resources.

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Deploy a Docker App on Kubernetes - Step by Step [Part 2]

2019-12-30Amine Zaine
#docker  #kubernetes  Deploy a Docker App on Kubernetes - Step by Step [Part 2]

Take a dockerized app and deploy it on a minikube cluster using Pods, Services, and kubectl. Hands-on walkthrough with full YAML examples.

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