Every month, our Architecture Guild brings together Solution Architects to do what we do best — cut through the hype, get hands-on with emerging technologies, and share what we find with each other. December 2025’s session was a particularly lively one. With AI coding tools dominating conversations across every engineering team we work with, we […]
Architecture Guild – Amazon Kiro Read More »
A client asked me to review an AI agent they had been building for three months before they took it to production. The demo was genuinely impressive. It could handle complex customer queries, retrieve order history, and escalate issues without any human prompting. The team had put real work into it. Then I started asking
Amazon Bedrock AgentCore: The Production Infrastructure Your AI Agents Actually Need Read More »
Grateful to have placed 2nd runner-up in the inaugural IBM × AWS AI League held last month, a global IBM competition with over 700 participants from across the world. Huge congratulations to Marcin Walków, you’re truly a well-deserved champion! 👏👏👏 The AI League tested advanced prompt engineering, LLM fine-tuning, strong business judgment, rigorous problem solving,
2025 Inaugural IBM × AWS AI League Read More »
During the Architecture Guild, I demonstrated how easy it is to use AWS PartyRock, a no-code tool to build GenAI app, to create the AWS Certification Advisor app within 5-10 mins. This short guide shows the step-by-step guide to create this app. You can access the app at PartyRock | AWS Certification Advisor. About the AWS
Using AWS PartyRock to create AWS Certification Advisor app Read More »
Grateful and humbled to share that I have made it to the Grand Finale of the AWS Singapore Nationwide Competition for the second year running! Last year, I finished 8th in the AWS DeepRacer competition, and this year, I placed 7th out of over 2,100 participants in the LLM Fine-Tuning competition. It has been an
2024 AWS Singapore Nationwide LLM Finetuning Competition Read More »
After our Fundamentals session in May, the room was hungry to go further. A month on, teams were already experimenting — and the questions had gotten sharper. June’s Architecture Guild session was our answer to that momentum. We moved beyond the basics and into territory that’s more immediately useful for architects and engineers: prompt engineering,
Architecture Guild – Generative AI (Part 2) Read More »
By mid-2024, Generative AI had become impossible to ignore — every engineering team we worked with had questions, and the conversations ranged from genuinely curious to outright overwhelmed. For our May Architecture Guild session, we decided to tackle it head-on and build a proper foundation before the hype got any louder. The session covered the
Architecture Guild – Generative AI (Part 1) Read More »
Serverless Architecture allows you to create and run applications without the need to manage the underlying infrastructure. This enables you to develop applications with greater speed and efficiency, as well as lower costs. By eliminating the need to maintain infrastructure, developers can focus more on creating scalable, reliable products rather than spending time and energy
Curated Resources for learning AWS Serverless Computing Read More »
