Articles
2026
AIP-C01 : AWS Certified Generative AI Developer – ProfessionalAIP-C01 : Notes & Decision Matrix
API Families Bedrock organizes its APIs into families based on how you want to interact with models. Here's the breakdown: Invoke Family InvokeModel — synchronous, single-response calls. The basic one. InvokeModelWithResponseStream —…
July 20, 2026
AIP-C01 : AWS Certified Generative AI Developer – ProfessionalAIP-C01 : Exam Detail and Guide
AWS officially launched this certification in Nov 2025 in Beta and March 2026 as standard. It's designed to identify developers who can go beyond proof-of-concepts and actually build production-grade generative…
July 20, 2026
AIP-C01 : AWS Certified Generative AI Developer – Professional : Practice material and Question
Material Official practice test sample : Free : 20 question : you cna try multiple time https://skillbuilder.aws/learn/HSEKTD11NX/official-practice-question-set-aws-certified--generative-ai-developer--professional-aipc01--english/ZDANP82P4V?parentId=4SCMN2659K Official Pre-test : Paid subscription, 75 Question https://skillbuilder.aws/learn/24FDAZ9UKG/official-pretest-aws-certified--generative-ai-developer--professional-aipc01--english/VFBSB1C83U?parentId=4SCMN2659K My Practice Questions Collection :…
July 20, 2026
Kiro IDE : Powers & Agent Skills : Moving Beyond Chat-Based Vibe Coding
If you've been using AI coding assistants, you know that sometimes they lack context. They can write code, but don't always know the best practices for YOUR stack. Kiro Powers…
July 16, 2026
GenAI Evaluations : Foundational Approach from Development to Deployment
You built your GenAI app, it works in your notebook, outputs look reasonable — now what? How do you know it's actually production-ready? This is where evaluations come in. Let's…
May 2, 2026
AI readiness checklist
following is the AWS ai readinees checklist for the orgranization DomainQuestion IDOfficial AWS Assessment QuestionAWS Example Target / Guardrail ResponseStatus (Drop-down)Priority (H/M/L)Action Item / Owner1. Readiness & OrgRE-01Do you have…
March 18, 2026
Best Tips for Optimizing AWS Bedrock: Efficiency, Performance, and Cost
By applying the right architectural patterns, prompt strategies, and monitoring techniques, teams can dramatically improve performance while reducing operational expenses. 1. Master Prompt Caching for Maximum Savings Prompt caching can…
January 14, 2026
2025
Unleashing Contextual Intelligence in Moodle: A Deep Dive into OpenSearch RAG with AWS Bedrock
Traditional keyword-based search falls short when learners or educators seek specific knowledge across a vast Learning Management System (LMS) like Moodle. To bridge this gap, we've implemented a Retrieval-Augmented Generation…
June 24, 2025
Resources for the prepration of AWS Solution Architect proffessional SAP-C02
Whether you're prepping for the AWS Certified SAP on AWS – Specialty (SAP-CO2) exam or simply deepening your cloud architecture skills, here's a curated list of essential whitepapers and official…
April 8, 2025
AWS Well architect Framework and resources
Core Whitepapers To dive deeper into the AWS Well-Architected Framework and its pillars, review the following official whitepapers: 🔹 AWS Well-Architected Framework (Overview) ⚙️ Operational Excellence Pillar Resources The Operational…
April 8, 2025
2024
Sending Message from Moodle to Whats app
Integrating services like WhatsApp for notifications and messages within Moodle can significantly enhance the learning experience as message can be sent to whats app and user can intiate conversation from…
November 26, 2024
Setting up Moodle as a SAML IDP [identity provider]
SAML2 authentication is a powerful tool for seamless Single Sign-On (SSO) integration. This guide explains how to configure a Moodle system as an Identity Provider (IDP) using the SimpleSAMLphp library…
November 25, 2024
How to pass the AWS SCS-C02 Security Specialty Exam
To pass the AWS SCS-C02 Security Speciality Exam, I covered one course, AWS best practice FAQ, AWS skill builder readiness test, and security learning path which provides video guides for…
August 23, 2024
Setting up Moodle on Hetzner using Webmin/Virtualmin
Hetzner is a physical server provider as compared to cloud where you have virtual machine. if you are setting up a new machine on hetzner , you may walk through…
August 13, 2024
Must do list on a Hetnzer server setup
Update and Upgrade Your System Updating and upgrading your system ensures you’re running the latest security patches and features sudo apt update sudo apt upgrade Set Up a Basic Firewall…
August 10, 2024
Serving SCORM from Amazon S3 and CloudFront to Moodle: Overcoming Cross-Domain Challenges
In the world of e-learning, SCORM (Sharable Content Object Reference Model) is a crucial standard that allows for the interoperability and tracking of online learning content. However, when it comes…
August 4, 2024
BlackBoard Ultra Course Migration To Moodle
Making the switch from Blackboard to Moodle doesn't have to be a daunting task. If you have existing course content in the form of Blackboard Course Packages , this blog…
January 12, 2024
EBS Vs EFS Vs NFS for Moodledata : A Comprehensive Comparison
When it comes to hosting Moodledata on AWS, choosing the right storage solution is crucial for optimal performance. In this evaluation, we compare the performance of Amazon Elastic Block Store…
January 5, 2024
2023
Takeaway from : Total Money MakeOver
The Total Money Makeover : A Proven Plan for Financial Fitness Dave Ramsey Book Link : https://www.goodreads.com/book/show/78427.The_Total_Money_Makeover Takeaway Learning Myth : I don’t have time to work on a budget,…
October 3, 2023
AWS : IAM permission RBAC and ABAC
The IAM permission model allows Role-based access control as well as Attribute-based access control so that fine-grained access can be provided. IAM Permission Generally, there are 2 types of permission…
July 31, 2023