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Multi-Agent AI Isn’t What You Think: Here’s What’s Really Happening Under the Hood

2026-09-03T04:25:45+00:00

Multi-Agent AI Isn’t What You Think: Here’s What’s Really Happening Under the Hood What if I told you that a “team of AI agents” can sometimes be the same language model being called multiple times with different instructions? No digital employees sitting inside a virtual office. No group of AIs secretly gathering around a table to discuss your request. Behind the scenes, many multi-agent systems are built from something much more familiar: LLMs, tools, shared data, and software that decides who does what next. Once you understand that architecture, multi-agent AI becomes much less mysterious. So, What Is an AI [...]

Multi-Agent AI Isn’t What You Think: Here’s What’s Really Happening Under the Hood2026-09-03T04:25:45+00:00

AI-Powered Support Ticket Analyzer with Claude on Amazon Bedrock

2026-09-03T02:37:31+00:00

The AI-Powered Support Ticket Analyzer uses Claude on Amazon Bedrock to classify, prioritize, summarize, and route customer support tickets. It helps determine whether a ticket can receive an AI-generated response or requires human review. Support teams often receive a mix of billing concerns, technical issues, account-access problems, product questions, and feature requests. Before anyone can respond, each ticket usually needs to be understood, prioritized, and routed to the right path. In this project, we will build an AI-powered support ticket analyzer using Claude Haiku 4.5 on Amazon Bedrock. Instead of performing only basic ticket classification, the workflow analyzes each ticket [...]

AI-Powered Support Ticket Analyzer with Claude on Amazon Bedrock2026-09-03T02:37:31+00:00

Ship React Native Apps Faster With Addy Osmani’s Agent Skills

2026-09-03T18:06:12+00:00

Ship React Native Apps Faster With Addy Osmani’s Agent Skills A practical Claude Code workflow that combines a disciplined delivery lifecycle, React Native expertise, project rules, and real-device proof—without making developers manage skills by hand. Vibe coding feels fast until the app stops compiling, a “finished” screen breaks on Android, or a feature drifts away from the original idea. The bottleneck is rarely code generation. It is the missing development loop around the code. Addy Osmani’s Agent Skills provide that loop: define, plan, build, test, review, and ship. It is not a React Native framework, and it should not try [...]

Ship React Native Apps Faster With Addy Osmani’s Agent Skills2026-09-03T18:06:12+00:00

The Modern Developer: AI, Cloud, and What Comes Next

2026-08-27T12:54:24+00:00

For the longest time, the standard advice for entering the technology industry was simple: learn to code. But as AI in software development becomes more common, knowing how to write code is no longer the whole story. At first it's like this: learn Python, JavaScript, Java, or another programming language. Practice writing programs. Build projects. Learn how to debug your mistakes. Eventually, those skills could become the foundation of a career in software development. Yet, technology has expanded far beyond the act of writing code. Developers today work in an environment shaped by cloud computing, automation, and other countless technologies. [...]

The Modern Developer: AI, Cloud, and What Comes Next2026-08-27T12:54:24+00:00

Building the Next Generation of Innovators: AWSUG e:Novators PH General Onboarding 2026

2026-08-26T20:11:52+00:00

On May 31, 2026 at Common Ground 8 Rockwell in Makati City, over a half of the organization members, ambassadors, and guests filed in for what was supposed to be a simple orientation — but by the end of the day, it turned into something bigger. The AWSUG e:Novators PH: General Onboarding 2026 – Build & Connect, themed "Brick by Brick: Building the Blocks of Innovation!", was the community's first formal onboarding event, and it set the tone for everything the organization intends to build this year. What is AWSUG e:Novators PH? The AWS User Group e:Novators Philippines is a [...]

Building the Next Generation of Innovators: AWSUG e:Novators PH General Onboarding 20262026-08-26T20:11:52+00:00

AWS Community Day Manila 2026: Build, Break, Repeat

2026-08-21T01:40:52+00:00

The AWS User Group Philippines (AWSUG.PH), one of the biggest and most active AWS communities in the Asia Pacific region and twice named AWS User Group of the Year in the region for 2022 and 2025, is bringing back AWS Community Day Manila this August 22 and 23, 2026, under the theme Build, Break, Repeat. AWS Community Day is a worldwide event organized by AWS user groups dedicated to knowledge sharing and community building among AWS enthusiasts. It gives attendees a space to learn about AWS technologies, discover practical use cases, and connect with peers and industry experts through sessions, [...]

AWS Community Day Manila 2026: Build, Break, Repeat2026-08-21T01:40:52+00:00

Marketing your App After Launch: What to Do Next

2026-08-13T00:49:27+00:00

App marketing begins once your product is live and people can try it. This guide is for solo developers, startup teams, and career-changers who have launched an app but need a practical way to find the right users, measure what they do, and turn feedback into steady growth.   Treat launch as the start of distribution Shipping proves that your release is available in production. But it does not prove that people know about it, understand its value, or trust it enough to use your new creation. Those are distribution problems, and they require the same deliberate work as product [...]

Marketing your App After Launch: What to Do Next2026-08-13T00:49:27+00:00

Building the Next Chapter of Microsoft Student Community in the Philippines

2026-08-11T15:59:55+00:00

"We empower the world. Microsoft’s mission is to empower every person and every organization on the planet to achieve more." The Hello, World! Your First Steps into AI and Microsoft meetup marked the beginning of a new chapter for the Microsoft Student Community Philippines (MSC PH)—a nationwide initiative dedicated to connecting student technology communities, developing future Microsoft leaders, and expanding access to cloud, artificial intelligence (AI), cybersecurity, and automation education across the Philippines. For the first time since the Microsoft Student Partners (MSP) program was introduced in the Philippines in 2007, Microsoft student organizations from different universities are coming together [...]

Building the Next Chapter of Microsoft Student Community in the Philippines2026-08-11T15:59:55+00:00

What’s New with the AWS Certified Machine Learning Engineer – Associate (MLA-C02) in 2026?

2026-08-12T17:33:29+00:00

Imagine you’ve been preparing for the AWS Certified Machine Learning Engineer – Associate (MLA-C01) exam for weeks. You’ve reviewed machine learning concepts, practiced with Amazon SageMaker, and worked through practice exams. Then you hear the news: AWS is updating the certification to MLA-C02. Now you might be wondering: Should I continue with MLA-C01, or should I wait for MLA-C02? Will my current preparation still be useful? If you’re in this situation, don’t worry; you still have time to decide which exam version works best for your certification journey. The AWS Certified Machine Learning Engineer – Associate validates your technical ability [...]

What’s New with the AWS Certified Machine Learning Engineer – Associate (MLA-C02) in 2026?2026-08-12T17:33:29+00:00

Building Production AI Agents on AWS: AgentCore Harness, Strands 1.0, and the Multi-Agent Architecture that Actually Ships

2026-08-06T16:10:24+00:00

Six months ago, "AI agents on AWS" meant duct-taping together Amazon Bedrock, a Lambda function to handle tool routing, DynamoDB for session state, CloudWatch for tracing, and a LangGraph loop you prayed would recover from a network hiccup mid-reasoning. Every team was reinventing the same infrastructure. Every demo worked; most productions did not. That changed on June 17, 2026, at AWS Summit New York, where Dr. Swami Sivasubramanian (VP of Agentic AI) announced what AWS is calling the agentic infrastructure layer: Amazon Bedrock AgentCore Harness reaching general availability, the Strands Agents 1.0 SDK going production-grade with native multi-agent primitives, and [...]

Building Production AI Agents on AWS: AgentCore Harness, Strands 1.0, and the Multi-Agent Architecture that Actually Ships2026-08-06T16:10:24+00:00

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