AWS Cheat Sheets Archives

From Alert Fatigue to Intelligent Response: Using AWS Bedrock for Incident Management
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From Alert Fatigue to Intelligent Response: Using AWS Bedrock for Incident Management

Kayne Uriel Rodrigo2025-05-05T08:52:52+00:00

3 AM Again? Transform Your On-Call Experience with AWS Bedrock Incident Response It's 3 AM, your phone buzzes with another CloudWatch alert, and you're frantically trying to understand what went wrong with limited context. Sound familiar? Usually, cloud operations teams face this overwhelming challenge daily: alerts that lack context, information scattered across multiple systems, and the constant pressure to resolve incidents quickly. Fortunately, AWS Bedrock incident response capabilities now offer a revolutionary solution to this common problem. Why Traditional Incident Response Methods No Longer Work In today's increasingly complex cloud environments, traditional approaches to incident response clearly show their limitations: [...]

From Alert Fatigue to Intelligent Response: Using AWS Bedrock for Incident ManagementKayne Uriel Rodrigo2025-05-05T08:52:52+00:00

Amazon Nova & Bedrock: Enhancing Your Startup’s Presence
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Amazon Nova & Bedrock: Enhancing Your Startup’s Presence

Douleia Yap2025-04-24T03:19:46+00:00

Startups don’t just build products or offer services — they build presence. That means sharing content consistently and building up their name and reputation. Whether it’s for pitches, presentations, or marketing, content is the engine that keeps everything moving — on social media, blogs, pitch decks, customer support, emails... you name it. But in 2025, standing out is tougher than ever. People have shorter attention spans, content needs to be faster and better, and there’s more competition every day. Hiring a full creative team can be super expensive — and that’s where your new AI allies come in! Amazon [...]

Amazon Nova & Bedrock: Enhancing Your Startup’s PresenceDouleia Yap2025-04-24T03:19:46+00:00

Vibe Coding: Where Ideas Become Reality with AI
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Vibe Coding: Where Ideas Become Reality with AI

Alain Torno2025-04-04T13:00:03+00:00

Vibe Coding is the next evolution of software development, it's like having a super-smart coding partner who's always ready to help. Instead of struggling alone with complex code, you describe what you want to build in normal words, and AI helps make it happen. It's perfect for when you have a great app idea but don't want to spend months learning every programming detail. It's designed to enhance developers' capabilities, not replace them. The best part? It's not just for experts. Even if you're a seasoned developer looking to save time or a complete beginner with big ideas, Vibe Coding [...]

Vibe Coding: Where Ideas Become Reality with AIAlain Torno2025-04-04T13:00:03+00:00

Netflix Streaming Explained: How CDN Technology Ensures Lag-Free Global Viewing Introduction to Global Infrastructure part 1
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Netflix Streaming Explained: How CDN Technology Ensures Lag-Free Global Viewing Introduction to Global Infrastructure part 1

Asi Guiang2025-04-02T17:13:08+00:00

Have you wondered how Netflix streaming delivers your favorite series in HD quality without buffering or lagging? The answer lies in advanced CDN technology or Content Delivery Networks, a critical element of today's global infrastructure. CDNs enable Netflix to optimize its global streaming performance, drastically reducing latency and providing seamless viewing experiences worldwide. Understanding Global Infrastructure with a Simple Analogy To understand how this works, let’s use a coffee shop analogy. Imagine a coffee shop called "Athena Coffee" based in New York, becoming internationally popular. Customers from Thailand want their coffee but serving them directly from New York is impractical [...]

Netflix Streaming Explained: How CDN Technology Ensures Lag-Free Global Viewing Introduction to Global Infrastructure part 1Asi Guiang2025-04-02T17:13:08+00:00

Streamline your SageMaker Environments using Terraform
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Streamline your SageMaker Environments using Terraform

Kayne Uriel Rodrigo2025-03-23T14:34:21+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 TerraformKayne Uriel Rodrigo2025-03-23T14:34:21+00:00

DeepSeek in Amazon Bedrock: A Comprehensive Demo
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DeepSeek in Amazon Bedrock: A Comprehensive Demo

Kayne Uriel Rodrigo2025-02-01T09:31:47+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 DemoKayne Uriel Rodrigo2025-02-01T09:31:47+00:00

Mastering Prompt Engineering for AWS Large Language Models (LLMs)
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Mastering Prompt Engineering for AWS Large Language Models (LLMs)

Ace Kenneth Batacandulo2024-11-30T03:16:36+00:00

In the rapidly evolving world of Artificial Intelligence (AI) and Machine Learning (ML), Prompt Engineering has become a cornerstone skill for effectively harnessing the power of Large Language Models (LLMs). These models transform industries, power intelligent chatbots, automate workflows, and redefine customer experiences. Yet, the key to unlocking their full potential is crafting clear, precise prompts tailored to specific tasks. Far from being a mere technical skill, Prompt Engineering shapes the interaction between humans and AI, directly influencing the accuracy, efficiency, and reliability of AI-driven solutions. This skill takes on even greater importance in the AWS ecosystem with tools like [...]

Mastering Prompt Engineering for AWS Large Language Models (LLMs)Ace Kenneth Batacandulo2024-11-30T03:16:36+00:00

Security in AWS Data Engineering: Best Practices and Strategies
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Security in AWS Data Engineering: Best Practices and Strategies

Kayne Uriel Rodrigo2024-11-29T00:42:48+00:00

Bookmarks The AWS Shared Responsibility Model Use AWS Data Encryption Use Identity and Access Management (IAM) Implement Network Security Monitoring and Logging Compliance Standards Data Governance Secure Data Storage Backup and Disaster Recovery Automating Security Practices Conclusion: Proactive Security Measures for Data Engineers References In today's world of Cloud Computing, data engineering security and compliance are very important for companies that manage sensitive information. Data engineers that are using Amazon Web Services (AWS) must protect their data while following regulatory standards. Many organizations now use [...]

Security in AWS Data Engineering: Best Practices and StrategiesKayne Uriel Rodrigo2024-11-29T00:42:48+00:00

PartyRock: AI Python Code Checker for Tech Interview Simulation
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PartyRock: AI Python Code Checker for Tech Interview Simulation

Kayne Uriel Rodrigo2024-11-05T09:32:12+00:00

Bookmarks What is Party Rock? AI Code Checker Tools Comparison UI Components of our PartyRock-based Python Code Checker Python Interview Topics Covered by the PartyRock app Use-cases and Applications of PartyRock-based Python Code Checker Hands-on Exercise: Getting Started with PartyRock Final Remarks References Are you a recent college graduate or someone transitioning into a tech career, striving to succeed in coding interviews focused on Python? Indeed, Python ranks among the most common and flexible programming languages in the tech world. Perhaps you have explored various ways to study Python [...]

PartyRock: AI Python Code Checker for Tech Interview SimulationKayne Uriel Rodrigo2024-11-05T09:32:12+00:00

AWS in Bioinformatics: Biology, data, & the cloud
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AWS in Bioinformatics: Biology, data, & the cloud

Samantha Servo2025-03-24T12:53:47+00:00

Marriage of biology and tech. With the current technological advancements, how about we throw in the cloud in the tech too? Just like... Bioinformatics in AWS HealthOmics. Yes, you read that right! Are you torn between the two and want to pursue them both? To sit in a laboratory working on something new and interesting without bidding your farewell to the “Hello World!”? Then this article will introduce a field that may interest you. Maybe you are a biologist who wants to know how to use your domain expertise to move into the technological realm. Or perhaps you are a [...]

AWS in Bioinformatics: Biology, data, & the cloudSamantha Servo2025-03-24T12:53:47+00:00