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Building a Cost-Aware RAG Application with Amazon Bedrock

2026-01-06T08:43:56+00:00

What if your Client can have a Chatbot that throws a highly accurate responses based on your documents? Without having a guilt of the monthly expenses. Without even subscribing to any costly,  AI-support subscriptions. Only pay per inquiry requests to your model provider,  and of course only costs you cents, and it lessens when your client is already satisfied with the answer, as it returns a fully verified response based from the documents you have in your database? Consider this as well, it is cost-aware, making sure that it will notify you once it exceeds your budget limits for you [...]

Building a Cost-Aware RAG Application with Amazon Bedrock2026-01-06T08:43:56+00:00

Zero-Sweat: A Comprehensive Guide to IAM Policy Autopilot

2025-12-28T16:02:53+00:00

Picture this: your application works perfectly on your local machine. You deploy it to AWS, then immediately hit an “Access Denied” error. If you’ve worked with AWS for any length of time, you’ve experienced this. What follows is usually a frustrating dive into IAM documentation, trial-and-error permission updates, and lost development momentum. AWS Labs created IAM Policy Autopilot to solve exactly this problem. IAM Policy Autopilot analyzes your application code and generates AWS IAM policies based on the actual SDK calls your code makes. No guessing. No hallucinated permissions. Just deterministic, repeatable policy generation. What Is IAM Policy Autopilot? IAM [...]

Zero-Sweat: A Comprehensive Guide to IAM Policy Autopilot2025-12-28T16:02:53+00:00

AWS Career Paths Explained: Cloud Engineer vs Solutions Architect vs DevOps Engineer

2025-12-28T07:57:24+00:00

At some point in your AWS journey, you will probably stop and ask yourself a simple question: “What job am I actually preparing for?” You might already be learning AWS services, building labs, or taking practice exams. You know what EC2, S3, and IAM are. At the same time, you keep seeing job titles like Cloud Engineer, Solutions Architect, and DevOps Engineer. Sometimes they sound interchangeable. Other times they feel like completely different careers. Choosing between different AWS career paths can be confusing, especially when job titles overlap but day-to-day work looks very different. These roles overlap by design, but [...]

AWS Career Paths Explained: Cloud Engineer vs Solutions Architect vs DevOps Engineer2025-12-28T07:57:24+00:00

The Year of the Agent: Anthropic’s Claude AI Models and Agents

2025-12-26T17:20:34+00:00

  Looking back on the past year of 2025 coding with the help of artificial intelligence, we can safely say that it was the year of agents, especially pioneered by Anthropic with Claude Code. AI products have matured to offer highly reliable agents that can understand, navigate, and work seamlessly on large codebases. It is the end of the old ways: of manually copying and pasting code into web AI applications. Agents are now actually part of the codebase, navigating around like a real developer. And they can now be left with long-running tasks on their own,opening and working on [...]

The Year of the Agent: Anthropic’s Claude AI Models and Agents2025-12-26T17:20:34+00:00

AWS Ground Station

2025-12-23T14:37:34+00:00

Bookmarks Features Key Concepts High-Level Architecture Diagram Use Cases Best Practices Security Region Availability Pricing AWS Ground Station Cheat Sheet A fully managed service that enables customers to control satellite communications, process satellite data, and scale satellite ground operations by using a global network of AWS-managed ground station antennas. Features Provides access to a global network of AWS-managed satellite ground station antennas. Eliminates the need to build, own, or operate physical ground station infrastructure. Supports on-demand satellite contact scheduling. Enables low-latency data delivery directly into AWS services. Integrates seamlessly [...]

AWS Ground Station2025-12-23T14:37:34+00:00

AI-Driven Cloud Security at AWS re:Invent 2025

2025-12-26T11:28:51+00:00

Cloud computing continues to accelerate at a pace that traditional security models were never designed to support. Development teams now provision infrastructure in minutes, deploy services continuously, and scale applications automatically. However, security processes often lag behind this speed. In many organizations, security still enters the workflow after key architectural decisions are already finalized. As a result, teams spend more time fixing problems than preventing them. Although many organizations attempt to shift security earlier in development, the results are often disappointing. Security tools may run during build or deployment stages, yet they frequently lack the context required to provide meaningful [...]

AI-Driven Cloud Security at AWS re:Invent 20252025-12-26T11:28:51+00:00

Amazon Q in Practice: How AWS’s AI Assistant Actually Works for Businesses and Developers

2025-12-21T16:15:25+00:00

Amazon Q is often introduced as AWS's generative AI assistant, but that description doesn't really explain why it exists or how it behaves once you start using it. If you treat Amazon Q like a general chatbot, it can feel restrictive or underwhelming. If you treat it as an AWS-native system designed around identity, permissions, and retrieval, it becomes much easier to understand. And much more useful. I've spent a lot of time working with Amazon Q while creating video content for Tutorials Dojo courses, and most of what I'll share here comes from that hands-on experience. My goal is [...]

Amazon Q in Practice: How AWS’s AI Assistant Actually Works for Businesses and Developers2025-12-21T16:15:25+00:00

AWS Security Agent: Context-Aware Application Security

2025-12-23T07:20:43+00:00

The Problem: Security Can't Keep Up In the current engineering landscape of our industry, modern software teams are supposed to be built to be able to move fast. Continuous integration, automated deployments, and agile workflows have seen the rise of weekly and even daily releases to be the norm. With rising business and customer demands in the time of rapid advancements in technology, new features, fixes, and changes are constantly pushed to production. However, we all know that security is not meant to be fast and shouldn't be, lest we leave behind vulnerabilities and loopholes in the pursuit of speed. [...]

AWS Security Agent: Context-Aware Application Security2025-12-23T07:20:43+00:00

AZ-700 Microsoft Azure Network Engineer Associate Exam Study Path

2025-12-19T13:50:04+00:00

Bookmarks Study Materials Azure Services to Focus On Final Remarks The AZ-700 Microsoft Azure Network Engineer Associate certification is designed for network engineers who are responsible for designing, implementing, and managing Azure networking solutions. This role focuses on planning and deploying core network infrastructure, hybrid connectivity, routing, load balancing, and network security to support cloud and hybrid environments. The certification validates skills in configuring virtual networks, implementing secure connectivity, managing traffic, and monitoring and troubleshooting network performance. Candidates are expected to have a strong understanding of networking concepts and experience operating Azure-based or hybrid [...]

AZ-700 Microsoft Azure Network Engineer Associate Exam Study Path2025-12-19T13:50:04+00:00

Automating PII Detection and Redaction with Amazon Comprehend

2025-12-19T13:49:49+00:00

Organizations today are entrusted with enormous amounts of sensitive information. Customer support logs, healthcare records, financial transactions, and even training datasets often contain Personally Identifiable Information (PII) such as names, phone numbers, email addresses, or credit card numbers. Protecting this information is not just a matter of compliance with regulations like GDPR, HIPAA, or PCI DSS. It is also central to maintaining customer trust and reducing the risk of data breaches. Amazon Comprehend, a managed natural language processing (NLP) service, provides a powerful way to automate the detection and redaction of PII. Instead of relying on manual review or custom [...]

Automating PII Detection and Redaction with Amazon Comprehend2025-12-19T13:49:49+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

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