Build a Cozy AI Study Workspace with Next.js and Groq
Joshua Emmanuel Santiago2026-10-09T06:36:56+00:00
What does it take to turn an idea into something real? At the September meetup of AWS User Group Philippines and Tutorials Dojo, four speakers explored the decisions, challenges, and technologies shaping the way we build. https://www.facebook.com/share/p/1EzMrtZDFE/ On September 24, AWS User Group Philippines and Tutorials Dojo, in partnership with Agora, brought the local tech community together at the AWS Office in BGC for BEYOND THE BUILD, an evening dedicated to the stories and lessons behind building technology. The meetup featured four perspectives on what it means to be a builder: knowing when to pivot, learning when [...]
Have you ever wanted to build a completely custom AI Architecture Generator, but got stuck trying to force a language model to output perfectly valid diagram syntax? Downloading a standard flowchart library is rarely plug-and-play. You wire up the code, run it, and immediately hit walls, from struggling to prevent the AI from hallucinating Markdown wrappers to fighting stubborn canvas elements where text overlaps and ruins your sequence diagrams. In this beginner-friendly tutorial, we will walk through how to build "Capsule," a production-ready, gamified AI Architecture Generator. Users simply type a prompt, and the application streams back a fully rendered, [...]
Have you ever wanted to build a completely custom AI-powered note-taking app, but got stuck trying to make the backend talk to modern language models? Downloading a starter Django repository is rarely plug-and-play. You clone the code, run it, and immediately hit walls, from struggling to securely load your API keys to fighting stubborn CSS themes that refuse to toggle correctly. In this tutorial, we will walk through how to take a baseline Django note-taking architecture, run it locally step-by-step, and seamlessly integrate Groq’s specialized language models for instant AI summarization. We will also cover how to [...]
If you are preparing for the AWS Certified Developer – Associate (DVA-C02) exam, you may be wondering what the new DVA-C03 exam means for you. AWS is updating this certification to match the skills developers use today—such as building apps on AWS, using AI tools to help write and review code, and keeping applications secure. The good news: you still have time to choose the exam that fits your schedule. DVA-C02 is available until November 30, 2026. Registration for DVA-C03 opens on October 27, 2026, and the new exam is available starting December 1, 2026. In this article, we’ll cover [...]
If you have been preparing for the AWS Certified Solutions Architect – Professional (SAP-C02) exam, you may be wondering what the upcoming SAP-C03 update means for your study plan. AWS is refreshing the certification to reflect the broader responsibilities of today’s solutions architects—from designing reliable, cost-efficient systems to integrating generative AI, strengthening resilience, and embedding security into cloud operations. The good news: you still have time to choose the exam version that best fits your timeline. The current SAP-C02 exam remains available until November 16, 2026, while registration for SAP-C03 opens on October 27, 2026. In this article, we’ll cover [...]
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 [...]
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 [...]
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 [...]
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. [...]
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