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Unleashing the Full Potential of AWS Lambda with Containers

2025-03-27T09:18:35+00:00

AWS Lambda has revolutionized serverless computing by allowing developers to run code without the hassle of provisioning and managing servers. However, even though AWS Lambda functions are powerful, they still come with limitations that significantly impact scalability, dependency management, and runtime flexibility. In this guide, we will explore the following: The limitations of traditional AWS Lambda and how Lambda Containers solve these issues. AWS-provided optimized container images A step-by-step tutorial how to build Lambda Containerized Functions Let's Dive in! The Challenges of Traditional AWS Lambda & How Containers Solve Them AWS Lambda does provide a lot of incredible benefits however, [...]

Unleashing the Full Potential of AWS Lambda with Containers2025-03-27T09:18:35+00:00

Streamline your SageMaker Environments using Terraform

2025-03-23T14:34:21+00:00

Bookmarks Advantages of using Terraform in SageMaker AI Disadvantages of using Terraform in SageMaker AI Solution Overview Solution The high-level steps to implement this solution with Terraform Pre-requisites for provisioning SageMaker AI Studio with Terraform Create the S3 Bucket and DynamoDB for Remote State Establish the Terraform Project Structure for your SageMaker AI Make the required IAM Resources. Put in place Storage Resources (S3) Build Network Infrastructure via VPC. Deploy your SageMaker AI Resources using Terraform. Make the Outputs. To delete your SageMaker AI with Terraform [...]

Streamline your SageMaker Environments using Terraform2025-03-23T14:34:21+00:00

Pushing Application Logs from Amazon Lightsail to Amazon CloudWatch: A Step-by-Step Guide

2025-03-19T07:29:05+00:00

In my previous article, I mentioned how you can use your application logs hosted on an Amazon Lightsail instance to create a subscription filter in Amazon CloudWatch. But have you ever wondered how to push your application logs from your Lightsail instance to CloudWatch? Unlike in the EC2 instance, which allows you to easily modify the IAM role and attach the CloudWatchAgentServerPolicy, Amazon Lightsail lacks this capability in its default configuration. Pushing application logs to Amazon CloudWatch is invaluable for maintaining a robust monitoring system. It allows you to track application performance, diagnose issues in real-time, and gain deeper insights [...]

Pushing Application Logs from Amazon Lightsail to Amazon CloudWatch: A Step-by-Step Guide2025-03-19T07:29:05+00:00

Seamless Monitoring: Get Slack Alerts for Every AWS Lambda Function Update

2025-02-28T10:10:47+00:00

Keeping track of updates in your AWS Lambda function seems like an easy task, but it is actually time-consuming. Leaving your Lambda function unattended after deployment may incur risks in missing crucial updates that may affect its overall performance and functionality. And most of the time, you also do development tasks which might limit your attention to these Lambda functions. That's why you must be informed whenever an update is made to your Lambda function. Whether done by yourself or by your teammates and collaborators, being informed of these changes will help you maintain its efficiency, especially when diagnosing issues [...]

Seamless Monitoring: Get Slack Alerts for Every AWS Lambda Function Update2025-02-28T10:10:47+00:00

The Evolving Landscape of Digital Dialogue: DeepSeek vs. ChatGPT

2025-02-26T07:11:43+00:00

In the sprawling digital age, where information spreads like a rapidly growing network, and the need for intelligent interaction grows significantly, artificial intelligence has stepped into the spotlight, transforming how we engage with technology and machines. DeepSeek and ChatGPT have emerged as important players in the field of natural language processing, each carving out their own specialty. These platforms, while sharing the common goal of facilitating human-computer interaction, differ significantly in their underlying architectures, training methodologies, and intended applications. Their influence spreads across a wide range of industries, including customer service, content creation, and research and development. Understanding their strengths [...]

The Evolving Landscape of Digital Dialogue: DeepSeek vs. ChatGPT2025-02-26T07:11:43+00:00

Creating a Self-Healing Mechanism for a Lightweight Website

2025-02-26T03:13:15+00:00

Downtime can be a major disruption for any website, but for lightweight websites like personal blogs or any type of static site, a simple restart of the instance might be all that's needed to resolve the issue. In this article, we'll walk through setting up a self-healing mechanism using AWS Lambda and Amazon EventBridge. This will automatically detect if your website is down, restart it, and send a notification to Slack. We'll also explore how Amazon CloudWatch can be used as a trigger for the Lambda function via a subscription filter and discuss some common causes of downtime or 5xx [...]

Creating a Self-Healing Mechanism for a Lightweight Website2025-02-26T03:13:15+00:00

DeepSeek in Amazon Bedrock: A Comprehensive Demo

2025-02-01T09:31:47+00:00

Bookmarks DeepSeek in Amazon Bedrock Workflow Overview DeepSeek in Amazon Bedrock Pre-requisites  Implementation Processes  As of January 2025, we’re seeing too much news about DeepSeek AI features in many media outlets, but how about implementing DeepSeek AI and AWS workloads? DeepSeek AI in Amazon Bedrock Anyone? Well, one of the most interesting NLPs that sparked this January 2025 is DeepSeek Multimodal AI. There are many that claim it has higher chances to exceed the top-level benchmark models, such as OpenAI, Anthropic, and many more. This is with the claim of being cost-effective and giving [...]

DeepSeek in Amazon Bedrock: A Comprehensive Demo2025-02-01T09:31:47+00:00

Commanding Genomics: AWS CLI for Bioinformatics Workflows

2025-03-24T12:46:48+00:00

“This is becoming more troublesome…” I can hear you mumble as you move your mouse to click on the different AWS services you need in the console.  As time goes by, it can get tiresome to keep on clicking things for your workflow instead of doing them in just one place. You can streamline this process with the AWS CLI! Knowing not only how to work with AWS Console, but also the AWS Command-Line Interface will help you up your bioinformatics workflow! What is AWS CLI? According to their official website, “The AWS Command Line Interface (AWS CLI) is an [...]

Commanding Genomics: AWS CLI for Bioinformatics Workflows2025-03-24T12:46:48+00:00

Simplifying Knowledge Management with a Content Analysis Tool for Confluence

2025-01-28T10:24:31+00:00

Did you know that organizations spend an average of 19% of their workweek searching for and gathering information? According to research from McKinsey & Company, inefficient knowledge management leads to wasted time and lost productivity—hindering teams from making real progress on meaningful work. (Source, McKinsey) In today’s digital-first environment, managing and organizing information is critical—whether in education, project management, or team collaboration. Confluence is a widely used knowledge management platform that enables teams to create, share, and manage content effectively. However, ensuring content relevance, completeness, and structure across multiple Confluence pages remains challenging. By the end of this blog, you’ll [...]

Simplifying Knowledge Management with a Content Analysis Tool for Confluence2025-01-28T10:24:31+00:00

Enhanced Data Processing and Retrieval with Amazon Bedrock’s New Capabilities

2025-01-27T06:56:57+00:00

Data is at the heart of modern innovation, and the ability to process, analyze, and extract insights from diverse data types is more important than ever. Amazon Bedrock introduces a suite of advanced capabilities designed to simplify data management and enhance AI-driven applications. By automating workflows, integrating multimodal data, and bridging structured and unstructured data, Amazon Bedrock empowers businesses to turn raw information into actionable intelligence, driving efficiency and scalability across industries. Key Features and Capabilities of Amazon Bedrock Amazon Bedrock brings a suite of enhanced capabilities that address critical challenges in data management. Here’s a closer look at the [...]

Enhanced Data Processing and Retrieval with Amazon Bedrock’s New Capabilities2025-01-27T06:56:57+00:00

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