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Feb 05, 2025

RAG: Probabilistic Information Retrieval From Scratch

Ask me anything
All the decisions we make throughout our lives are shaped by information. Whether directly or indirectly, our tastes, beliefs, and perceptions of the world are deeply influenced by context.
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July 09, 2024

Crossplane: Introduction to External Resource Management with Kubernetes.

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Think about the possibility of being able to orchestrate any process in the cloud. Encapsulate policies, permissions, and other protections behind a custom API thread.
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March 25, 2024

Gitops: Gitops: Using Git as the Sole Source of Truth for Infrastructure.

Imagine the possibility of having a true reference point for your infrastructure and being able to version it. In this article, I'll show you how it's possible to ensure a source of truth for your infrastructure using GitOps.
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February 14, 2024

Services: How Kubernetes exposes your application.

Pods are ephemeral resources, meaning you shouldn't expect individual pods to be reliable and long-lasting. Each pod gets its own IP address, so for a given deployment in your cluster, the set of pods running at any given time may differ from the set of pods running for that application a moment later. Thus, how can I ensure consistent connection among the pods in my cluster?
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January 7, 2024

Umbrella Charts: Creating high-level charts to export global settings.

Umbrella charts offer various functionalities. In this article, we'll delve into the strategy of maintaining a Helm umbrella chart to manage multiple environments.
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