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3 Simple Ways to Save Up to 90% on EC2 Costs: Spot Instances

May 2, 2025 •3 min read • Aws

3 Simple Ways to Save Up to 90% on EC2 Costs: Spot Instances

Learn how to leverage AWS EC2 Spot Instances to cut costs by up to 90%, with three actionable strategies, use cases, and a comparison chart.


A problem. Don’t panic, prepare a support ticket

April 25, 2025 •4 min read • Aws

A problem. Don’t panic, prepare a support ticket

When an AWS service behaves unexpectedly, the first instinct might be panic. However, a structured approach often helps resolve incidents quickly, especially when you know how to engage AWS Support effectively.


Why and how to use Git submodules

April 22, 2025 •6 min read • Git

Why and how to use Git submodules

Git submodules let you manage dependencies across repositories cleanly and efficiently. Learn how and when to use them effectively in infrastructure projects.


Real-Time, Real-Easy: Deploying WebSockets

April 21, 2025 •4 min read • WebSockets

Real-Time, Real-Easy: Deploying WebSockets

Real-time communication has become a standard in modern applications: interactive dashboards, live trading platforms, collaborative tools, and online games. WebSockets enable bidirectional communication between client and server while minimizing latency and network overhead.


Writing a Prompt: Technical Guide

April 18, 2025 •3 min read • LLM

Writing a Prompt: Technical Guide

Prompt engineering allows for optimal use of language models. This technical guide presents the basics for creating effective prompts, especially with LangChain.


Hallucinating with LangChain

April 7, 2025 •3 min read • LLM

Hallucinating with LangChain

Even the best LLMs are prone to hallucination — confident yet incorrect generations that can have serious implications depending on the use case.


How to Count Tokens Effectively

April 1, 2025 •3 min read • ChatGPT

How to Count Tokens Effectively

When using ChatGPT or any OpenAI API, one key constraint is the token limit. But what exactly is a token? How are they counted? And why is it crucial to manage them efficiently?


1000: The Magic Number in the World of LLMs

March 26, 2025 •3 min read • LLM

1000: The Magic Number in the World of LLMs

Working effectively with large language models (LLMs) involves much more than just prompting. When building a RAG (Retrieval-Augmented Generation) pipeline or integrating documents into an LLM-based system, text chunking becomes a critical performance lever.


Introduction to AWS ELB

March 15, 2025 •5 min read • Aws

Introduction to AWS ELB

In a scalable and resilient architecture, traffic distribution is essential to ensure high availability. This is precisely the role of Elastic Load Balancers (ELB) in AWS.


Amazon EventBridge vs Amazon SNS: Which Solution to Choose?

March 11, 2025 •3 min read • Aws

Amazon EventBridge vs Amazon SNS: Which Solution to Choose?

When designing event-driven architectures on AWS, two major services often come into play: Amazon EventBridge and Amazon SNS (Simple Notification Service). While they may seem similar at first glance, their use cases and features differ.

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