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27 posts
Defending AI Applications from Prompt Attacks
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Defending AI Applications from Prompt Attacks

As AI-powered applications become increasingly prevalent, securing them against prompt injection, leakage, and jailbreak attempts has become critical. These vulnerabilities can expose sensitive system
TERRY
Scaling Auto Scaling Groups with Multiple Step Scaling Policies in Terraform
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Scaling Auto Scaling Groups with Multiple Step Scaling Policies in Terraform

Auto Scaling Groups (ASGs) are a cornerstone of resilient cloud architecture. They allow your infrastructure to dynamically respond to load by adding or removing EC2 instances. In this blog, we’ll exp
COPPER Nguyen
Using Model Context Protocol (MCP) with Docker Desktop
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Using Model Context Protocol (MCP) with Docker Desktop

What is MCP?Model Context Protocol (MCP) is an open protocol developed by Anthropic that enables AI models like Claude to connect and interact with external applications, services, and data sources in
Roman Le
Deploying a Load Balanced Web Service with AWS Copilot CLI and a Custom VPC
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Deploying a Load Balanced Web Service with AWS Copilot CLI and a Custom VPC

As a  Software Developer working with containerized microservices, you’ve probably faced the challenge of deploying scalable, secure, and observable services on AWS. While ECS Fargate is a great optio
COPPER Nguyen
MCP vs AI Agents: A Developer's Guide (With Coffee Breaks) ☕
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MCP vs AI Agents: A Developer's Guide (With Coffee Breaks) ☕

Introduction (Grab Your Coffee First)Hey fellow developer! Before we dive into this, go grab your coffee ☕. I'll wait. ... Got it? Perfect. Because we're about to explore two buzzwords that are curren
Roman Le
Enabling CloudFront Access Logs and Querying with Athena Using Projected Partitions
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Enabling CloudFront Access Logs and Querying with Athena Using Projected Partitions

CloudFront Access Logs are a goldmine for understanding CDN traffic patterns, user behavior, and performance metrics. In this post, I’ll walk you through how to: Enable CloudFront Access Logs in Parq
COPPER Nguyen
How to Choose and Build the Right Machine Learning Model
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How to Choose and Build the Right Machine Learning Model

Machine learning is an exciting field and a core subset of artificial intelligence. It empowers systems to learn from data and improve over time without being explicitly programmed. This guide will he
Timo
Timo
Tiny AI models
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Tiny AI models

Tiny AI refers to lightweight and efficient AI models that significantly reduce computational requirements, often by a factor of 10x, while still performing tasks that traditionally require large data
Timo
Timo
Simple Object Detection using CNN with TensorFlow and Keras
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Simple Object Detection using CNN with TensorFlow and Keras

Table contentsIntroductionPrerequisitesProject Structure OverviewImplementationFAQsConclusionIntroductionIn this blog, we’ll walk through a simple yet effective approach to object detection using Conv
Timo
Timo
Orchestrating AI with Mastra.ai: A Deep Dive into Workflows
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Orchestrating AI with Mastra.ai: A Deep Dive into Workflows

In the evolving landscape of AI development, managing complex sequences of operations efficiently is paramount. Mastra.ai emerges as a powerful TypeScript framework designed to streamline the orchestr
King
King