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"AgentCore Runtime V2: Faster Starts, Elastic Memory, and the Migration Details That Matter" by Yashas KN

AgentCore Runtime V2: Faster Starts, Elastic Memory, and the Migration Details That Matter
AWS's new Amazon Bedrock AgentCore Runtime V2 changes how serverless AI agents start and consume memory through snapshot-based startup and elastic memory reclamation. Here is what changed, what AWS actually measured, and the migration details builders should understand before enabling V2.
community.aws
September 29, 2026 at 2:00 PM
communityaws.bsky.social
"Redocted: A Daily Game That Hides a Page of the AWS Docs" by Jorge Hermes

#kubernetes #students #open-source #aws-builders #aws-game-day
Redocted: A Daily Game That Hides a Page of the AWS Docs
An open-source daily puzzle where you reveal a blacked-out page of the AWS or Kubernetes documentation by guessing words. This article aims to explain how it works, how it stays fair, and why it runs with no backend at all.
community.aws
September 29, 2026 at 12:00 PM
communityaws.bsky.social
"The Hard Truth About Cloud Certifications vs. Real Production Breaking 🚀" by Neelakshee Ghidode

#aws-certification #training-and-certification #aws-free-tier #amazon-ec2 #student-builders
The Hard Truth About Cloud Certifications vs. Real Production Breaking 🚀
what scared you more?
community.aws
September 29, 2026 at 11:30 AM
communityaws.bsky.social
"I got a free AWS certification voucher as a student — here's exactly how (and why most people miss it)" by Muhammad Fareed

#aws-builders #devops #aws-codepipeline #agentic-ai
I got a free AWS certification voucher as a student — here's exactly how (and why most people miss it)
A step-by-step breakdown of AWS Student Rewards, why most students overlook it, and how to actually turn badges into a real certification voucher.
community.aws
September 29, 2026 at 11:00 AM
communityaws.bsky.social
"From git push to production on AWS with one small project" by Md Dilnawaj

#devops #ci-cd #aws-community-day-2026 #aws-community-builders #aws-community
From git push to production on AWS with one small project
Learning Docker, Kubernetes and Jenkins separately left me with tools but no workflow. Here is what changed when I took one small app from git push to a running deployment on AWS.
community.aws
September 29, 2026 at 11:00 AM
communityaws.bsky.social
"Building My First Cloud Solution with AWS: A Beginner’s Journey" by Abhay Shankar Mishra

#amazon-ec2 #amazon-s3 #amazon-workspaces #architecture #aws-builders
Building My First Cloud Solution with AWS: A Beginner’s Journey
A practical beginner-friendly guide to my AWS learning journey, the services I explored, the challenges I faced, and the key lessons I learned while building a cloud-based solution.
community.aws
September 29, 2026 at 7:30 AM
aistorynews.bsky.social
Vietnam cloud and AI: where growth meets price pressure

Vietnam cloud and AI are powering growth, yet costs and Chinese rivals shape decisions. We map AWS and BlackRock signals to what builders

https://aistory.news/productivity-ai/vietnam-cloud-and-ai-where-growth-meets-price-pressure

#Copilot...
Vietnam cloud and AI: where growth meets price pressure
Vietnam cloud and AI are powering growth, yet costs and Chinese rivals shape decisions. We map AWS and BlackRock signals to what builders
aistory.news
September 29, 2026 at 5:05 AM
communityaws.bsky.social
"AWS VPC & Networking Fundamentals — Building the Foundation ☁️" by Muhammad Umair Ashraf

#aws-academy #aws-builders #aws-cdk #aws-community-builders #aws-community
AWS VPC & Networking Fundamentals — Building the Foundation ☁️
After understanding the evolution of infrastructure and the basics of cloud computing on Day 1, Day 2 of my AWS Solutions Architect journey took me deeper into one of the most important areas of AWS: Networking.
community.aws
September 29, 2026 at 2:30 AM
communityaws.bsky.social
"Build an AI Data Quality Copilot with Amazon Bedrock" by Apeksha Mulje

#amazon-bedrock #retreival-augmented-generation #generative-ai #data-privacy #aws-community-builders
Build an AI Data Quality Copilot with Amazon Bedrock
Build a practical AI Data Quality Copilot that detects suspicious data patterns, explains potential data-quality problems, and recommends validation steps using Python and Amazon Bedrock. Learn how to combine deterministic checks with generative AI without letting AI blindly modify your data.
community.aws
September 29, 2026 at 1:30 AM
communityaws.bsky.social
"Introducing Polls on AWS Builder Center" by sai0223

#builder-center #aws-community
Introducing Polls on AWS Builder Center
Starting today, builders can ask the community a question, collect votes, and see results right from the Home feed.
community.aws
September 28, 2026 at 6:00 PM
communityaws.bsky.social
"From Learning AWS to Building RiskIQX: Our Student Builder Journey" by warshit poonia

#aws-codecommit #aws-cloud-clubs #cybersecurity #ai #aws-student-builders-groups
From Learning AWS to Building RiskIQX: Our Student Builder Journey
Our AWS Student Builder journey at SAGE University, Bhopal—from our first AWS learning session to building RiskIQX, a hands-on audit and compliance platform. Along the way, we learned about cloud architecture, security, AI, and the realities of managing cloud costs.
community.aws
September 28, 2026 at 5:00 PM
communityaws.bsky.social
"Optimizing Serverless Application Costs on AWS: Practical Strategies for Developers" by Joel Soundar J

#aws-certification #aws-builders #cloud-storage #graviton #aws-academy
Optimizing Serverless Application Costs on AWS: Practical Strategies for Developers
Learn actionable strategies to reduce execution costs and optimize resource allocation for AWS Lambda and serverless architectures without sacrificing performance.
community.aws
September 28, 2026 at 4:30 PM
communityaws.bsky.social
"NOVICIA Successfully Completed: Inside the AWS Builder Ecosystem" by Jyothish Nalinakshan

#aws-community #amazon-bedrock #regions #event-recap #aws-builders
NOVICIA Successfully Completed: Inside the AWS Builder Ecosystem
A quick recap of NOVICIA and our AWS Builder Ecosystem session at LBSCEK.
community.aws
September 28, 2026 at 4:00 PM
communityaws.bsky.social
"AWS Student Community Day at UNISA: Building the Next Generation of Cloud Talent" by Previn Bogopa

#aws-student-builders-groups #student-builders
AWS Student Community Day at UNISA: Building the Next Generation of Cloud Talent
The AWS Student Builders Group at University of South Africa hosted its first AWS Student Community Day, bringing students, industry professionals and cloud enthusiasts together for a day of learning, networking and career opportunities. The event showcased the power of student communities and marked the beginning of an even bigger vision for cloud and technology engagement at UNISA.
community.aws
September 28, 2026 at 12:00 PM
communityaws.bsky.social
"BDD meaning for AWS teams: behaviour-first API testing for API Gateway and Lambda with pytest-bdd and Keploy" by anete

#agentic-ai #aws-builders
BDD meaning for AWS teams: behaviour-first API testing for API Gateway and Lambda with pytest-bdd and Keploy
Learn what behaviour driven development really means and how to apply it to serverless APIs, with a worked pytest-bdd example on API Gateway, Lambda, and DynamoDB, plus how Keploy automates the wider API regression layer.
community.aws
September 28, 2026 at 7:00 AM
communityaws.bsky.social
"Lewisu: Official Ideathon Guidelines & Sample Article Template 📝" by SUHAS REDDY KOTLA

#ai #hackathon #aws-student-builders-groups #aws-builders #agentic-ai
Lewisu: Official Ideathon Guidelines & Sample Article Template 📝
If you are reading this, you are ready to submit your 500-word idea for the 2026 AWS Virtual Ideathon. To ensure you receive your Free AWS Credits, Skill Builder access, and qualify for gift card prizes, please read these formatting rules carefully.
community.aws
September 28, 2026 at 5:00 AM
communityaws.bsky.social
"Are We Building Community… or Just Building Badges?" by Sadikshya Shrestha

#aws-community-builders #aws-community #aws-builders #aws-certification #cloud-practitioner
Are We Building Community… or Just Building Badges?
A personal reflection on how badge requirements can shape the way we participate in the AWS Builder Center community with an intention to start a meaningful conversation and find a way together. 
community.aws
September 28, 2026 at 4:30 AM
communityaws.bsky.social
"🧠 Jev: The Decision Layer for AI Agents" by Roston Pinto

#agentic-ai #ai #generative-ai #aws-student-builders-groups #student-builders
🧠 Jev: The Decision Layer for AI Agents
Exploring Jev and the emerging idea of using specialized decision models alongside LLMs in AI-agent architectures, including tool selection, routing, classification, confidence-based decisions, and human-in-the-loop workflows.
community.aws
September 28, 2026 at 4:30 AM
communityaws.bsky.social
"📱 Your AWS Learning Platform Is Now in Your Pocket" by Kushal Soni

#student-builders #students #aws-student-builders-groups #ai #artificial-intelligence
📱 Your AWS Learning Platform Is Now in Your Pocket
AWS Builder Center is now on iOS and Android. Here’s how students can turn spare minutes into AWS learning, hands-on practice, community, and progress.
community.aws
September 28, 2026 at 2:00 AM
communityaws.bsky.social
"🎥 What If You Could Actually Talk to a Video?" by Kushal Soni

#students #student-builders #aws-student-builders-groups #ai #ai-agents
🎥 What If You Could Actually Talk to a Video?
Imagine asking a 2-hour video a question and getting the exact moment you need. Explore how AWS combines AI agents, vision, and speech to make video searchable.
community.aws
September 28, 2026 at 2:00 AM
communityaws.bsky.social
"Deploying an Apache Web Server on AWS EC2 Using SSH" by Ali Adil

#amazon-ec2 #web-development #aws-builders #ssh #student-builders
Deploying an Apache Web Server on AWS EC2 Using SSH
Learn how to launch an Ubuntu EC2 instance, connect securely using SSH, install Apache HTTP Server, configure AWS Security Groups, and deploy a simple website accessible through the internet.
community.aws
September 28, 2026 at 1:30 AM
communityaws.bsky.social
"Building a Serverless Expense Tracker with AWS: From API to Analytics" by Saurav Ambhore

#student-builders #aws-community-builders #aws-student-builders-groups
Building a Serverless Expense Tracker with AWS: From API to Analytics
Build a serverless expense tracker on AWS using API Gateway, Lambda, and DynamoDB, then turn the collected data into meaningful insights with Amazon QuickSight. A practical example of how AWS services can work together to build scalable, data-driven applications.
community.aws
September 28, 2026 at 1:00 AM
communityaws.bsky.social
"You Got 12 Months of Free Skill Builder. Now What?" by Sakhile Dumisa

#aws-skill-builder #skill #value-of-skills #aws-builders #aws-certification
You Got 12 Months of Free Skill Builder. Now What?
Most students make the same mistake: activate, log in, scroll through 900+ courses, close the tab. And never come back.
community.aws
September 28, 2026 at 12:30 AM
communityaws.bsky.social
"Turn the AWS Exam Questions You Got Wrong into Hands-On Labs" by Jorge Hermes

#aws-certification #students #aws-cloudformation #generative-ai #aws-builders
Turn the AWS Exam Questions You Got Wrong into Hands-On Labs
An open-source agent skill that turns missed certification practice questions into Microcredential-style labs in your own AWS account, with cost and security guardrails, an automated grader, and a self-test that deploys every lab before you study with it.
community.aws
September 27, 2026 at 10:00 PM
communityaws.bsky.social
"AWS Updates Fall 2026: Agentic AI, OpenAI Integration, and Next-Gen Builder Tools" by Sai Teja Muddapati

#artificial-intelligence #generative-ai #developer-tools #amazon-q #amazon-bedrock
AWS Updates Fall 2026: Agentic AI, OpenAI Integration, and Next-Gen Builder Tools
Discover the most impactful AWS updates from late 2026, from the groundbreaking integration of OpenAI models in Amazon Bedrock to the evolution of Amazon Q into an autonomous agentic AI. This breakdown covers everything modern builders need to know about new cost-effective EC2 instances, AI-powered observability, and streamlined developer workflows.
community.aws
September 27, 2026 at 8:30 PM