Software QA and Testing

**Registration is required at: [https://form.gov.sg/699bf2ee9f9cb4fc49d58d17](https://form.gov.sg/699bf2ee9f9cb4fc49d58d17)** **IMDA Technical Sharing Session with James Lewis** *Distinguished Engineer, Thoughtworks* As AI moves from the periphery to the core of software systems, James will explore the architectural patterns and system behaviours emerging in this shift. In this talk, he will draw on evolutionary architecture to examine how teams are reasoning about adaptability, observability, and risk in complex, security-sensitive environments. **Event details** 3 March 2025 2:30pm – 4:30pm IMDA Office, 10 Pasir Panjang Road, Mapletree Business City **Register for the free session here: [https://form.gov.sg/699bf2ee9f9cb4fc49d58d17](https://form.gov.sg/699bf2ee9f9cb4fc49d58d17)**

## BuilderCards: A Gamified AWS Learning Experience *AWS User Group Singapore x Gen-C Community* ️**EARLY BIRD tickets going at S$5 now - grab yours [here](https://www.eventbrite.sg/e/aws-user-group-singapore-buildercards-game-night-tickets-1982692899836?aff=oddtdtcreator)**! **Registration Only \| Paid Event \| STRICTLY NO WALK\-INS** We’re excited to announce an upcoming **BuilderCards session**, jointly organised by **AWS User Group Singapore** and **Gen-C Community**. This is a **gamified, facilitator-guided learning experience** designed to help participants understand how AWS services work together — all through interactive gameplay. ⚠️ **This event is strictly registration-only. Walk-ins will NOT be accepted.** ️ **This is a paid event.** ✅ **Registration is ONLY confirmed upon successful payment via Eventbrite.** *** ### What is BuilderCards? BuilderCards is a hands-on, card-based game that allows participants to: * Explore AWS services and architectures in a **fun, low-pressure environment** * Learn **best practices and service integration** through scenarios and challenges No slides. No exams. Just learning by **playing**! *** ### Who Should Attend? This session is suitable for: * **Folks new to AWS** * **Experienced AWS practitioners** * Anyone looking for a **fun, gamified way** to practice and explore AWS concepts *** ### What You’ll Get * Hands-on AWS learning through gameplay * Facilitator-guided, low-pressure environment * Peer learning with like-minded builders * Light refreshments provided *** ### Event Details * **Date:** 3 March 2026 (Tue) * **Time:** 7:00 PM – 9:00 PM * **Location: AWS Singapore -** 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 * **Format:** In-person, small-group gameplay * **Seats:** Very limited *** ### ️ Ticketing ️**EARLY BIRD tickets going at S$5 now - grab yours [here](https://www.eventbrite.sg/e/aws-user-group-singapore-buildercards-game-night-tickets-1982692899836?aff=oddtdtcreator)**! ⚠️ **Paid registration required. STRICTLY NO WALK-INS.** ✅ **Your seat is confirmed only after successful payment on Eventbrite.** **Connect with us here!** Meetup: [AWS User Group Singapore](https://www.meetup.com/aws-sg/) LinkedIn: [AWS User Group Singapore](https://www.linkedin.com/company/aws-user-group-singapore/) Discord: [https://discord.com/invite/nkZagBG](https://discord.com/invite/nkZagBG) Please reach out to us at **[aws.usergroup.singapore@gmail.com](mailto:aws.usergroup.singapore@gmail.com)** for collaboration or other enquiries!

**Come along to a friendly game of 5 a Side Football @ Civil service club rooftop 60 Tessemsohn Road 1-hour game** The game is 15SGD per pax for 1 hour, 15SGD is non-refundable if you don't play for any reason. Please RSVP in to book your playing slot now. After you RSVP one of the organisers will reach out to you to confirm your attendance and collect payment. If you do not reply you will be removed from the list so please check your meetup messages

Whether you are looking to buy your first home or considering investing in real estate properties, this meetup is perfect for beginners in real estate investing. Book Coach Douglas for an informative session on the basics of real estate, different investment strategies and how to make the most out of your property purchase for personal use or as an investment. Take the first step towards achieving your financial goals through property ownership. Don't miss out on this opportunity to learn and grow your real estate knowledge! Whatsapp Dave@83324283 to book a session first. Strictly by appointment only. Other dates and timing can be arranged too.

Rumble is back! However this time we are limited the group size **Meeting Place:** as seen in the image (Right next to Old Hill Street Police Station; opposite Funan) Accessible via different MRT lines and bus stops 3 min walk from Clarke Quay Stn Exit E **Duration:** 1.5h **Level:** Mixed Levels (but make sure you are physically well before attending) **What to expect:** 1. Warm-up & dynamic stretching 2. Steps Training - up to 8 different sets of stairs and slopes around Fort Canning (we start and end at the same place) 3\. Jogging/brisk\-walking between stations **Items to bring/wear** * comfortable sports attire and appropriate shoes * (Arm-length) Towel and water bottle * Most of us will be carrying our bags as part of hike training (you can choose to leave them in your car if you’re driving or bring a small bag) Make sure you are able to run with your bag! (e.g. BACKPACK) **Note:** * In the event of wet weather, the event will be cancelled. However, if it is just a light drizzle, we may still proceed with caution or head to AU office for Signature Indoor Workout. * If you will be late or unable to make it, please inform me in advance (WA +6597318648) or update your RSVP by 8 p.m. the night before. * We’re capping this at **20 pax per session** so it stays focused and manageable. * 15 slots reserved for confirmed 2026 AU trip participants * 5 slots open to public members If you’re on the waitlist, it may not move strictly in order as ELITE AU members are given priority followed by AU trip 2026 participants (paid) We will start on time so come at least 5 minutes earlier! If you’ve done Rumble before, you already know what this is about. If you haven’t — come try once. You’ll either love it or hate me slightly. Both are acceptable. Join us for more adventures at: https://bit.ly/3Rv6XrT
Telegram: https://t.me/liveopenly
Whatsapp Community https://bit.ly/AUBroadcast

**Try new prototype games from local designers! Designers and non-designers welcome.** **FREE gaming/playtesting of \*\*\*unpublished games only\*\*\*** * $2.50 for 1 non-alcoholic drink (excl. milkshakes/spritzers) (U.P. $7) * $6.00 for one 300ml draft beer or glass of house wine (U.P. $12) * 20% discount on all additional food orders **Designers** \- playtesting is free\! We only ask that you split your time between testing your game and helping other designers out\. **Other notes:** * *Playing published games (from the library or otherwise) will incur the cafe's usual $10/pax board game cover charge* * *All prices before 10% service charge and GST*

Join us on 5 March 2026 for the first AI and Data Engineering Meetup of the year, an insightful evening exploring the realities of AI in production. **[Jun Xu](https://www.linkedin.com/in/junxu-fintech/)** will talk about, “RAG in Production: Dead End or Long-Term Foundation?” He will share real-world lessons on enterprise RAG, governance, retrieval quality, GraphRAG, agentic RAG, and the realities of scaling GenAI in regulated environments. Then, **[Michael Isvy](https://www.linkedin.com/in/michaelisvy/)** will dive into “AI-Augmented Development at Scale,” demonstrating how to make GitHub Copilot and MCP-powered workflows work effectively on complex legacy codebases, from handling oversized contexts to intelligently breaking down refactoring tasks. If you’re building or scaling AI systems in the enterprise, don’t miss it!! Register [here](https://reg.experiences.redhat.com/flow/redhat/3466600/fieldeventsregapproveform/page/landingregistrationpage)

Come for a quiet block of 2 hours in a beautiful Japanese-inspired café in Tanjong Pagar. Specific venue will be revealed a day before event. **This is a simple, calm space** **to:** * read or work quietly on your own things or dreams * take short breaks and chat if you feel like it * just enjoy the atmosphere and company **Schedule (approx.)** * 10 mins: arrivals + grab a drink (min. 1) * 60–90 mins: thinking, reading, working on your dreams * 10–20 mins: optional chill chat before we wrap and stretch **Intro style (keep it easy):** We’ll keep introductions simple - name + what brought you here today. No need to introduce yourself through work. **House note:** This is not a networking or sales event. Please no pitching, recruiting, or unsolicited DMs. **What to bring:** Laptop / book / anything you want to work on **Good for:** People who like Japanese cafés, cozy spaces, and quiet company.

**Dates:** * 21 Feb 2026 * 7 Mar 2026 (21 March is Hari Raya Puasa) **Timing:** 2pm onwards **Venue:** HackerspaceSG **Address:** Textile Centre, #08-10, Singapore 199018 ​We'll be hanging out to practice some LeetCode questions together. **\#\# No food provided \#\# Bring your laptop \#\#** # ​Format: * ​Pick a random LeetCode question (easy or medium). * ​One volunteer will connect to screen and attempt the question within 40 minutes. * ​Rest of the group will either role-play as interviewer, collaborator or just observe. * ​At the end of the attempt, the group will provide feedback to the volunteer. # ​Format of Feedback: ## ​Soft skills * ​Ask good questions? * ​What should be talked about? What should demo thru code? ## ​Technical feedback * ​Quality of execution. # ​About JuniorDev SG: ​JuniorDevSG is a developer interest group that focuses on providing a place for junior developers to learn and network with each other. ​At the same time, we seek to be a support system to help junior developers break into tech, navigate their careers as well growing them to one day become senior developers or tech leaders in the tech industry.

Hello Flutter developers and enthusiasts! Flutter Singapore is hosting its Q1 meetup at the Launch/National Library room @ Bugis. **📖 1. Summary** Get ready to learn about different aspects of the Flutter Ecosystem! Our talks are focused on the technical details of Flutter and our speakers will share their insights from their experience. If you are interested in learning about cross-platform app development or want to meet the Flutter community in Singapore, join us! Further details can be found below. **📝 2. Registration** **🗣 A) Speakers** * We are looking for 1 speaker. If you would like to present a topic at this event, kindly join the telegram group and let us know in the chat room. [https://t.me/flutter_sg](https://t.me/flutter_sg) **👂 B) Participants** * RSVP on this page to reserve your spot! **IMPORTANT**: The venue does not allow food and drinks. We will head to another location to have food AFTER the event. **🎙 3. Presentations** Presentations will be **20-25mins** long with time for Q&A at the end. * **🎤 Talk 1: Data-driven Fixes — Write Once, Fix Everywhere** Ever wished large refactors and migrations didn’t feel risky? Learn how Flutter’s data-driven fixes let you define migrations once and safely apply them across an entire codebase. This talk shows how teams can move fast without breaking everything. **Speaker:** Matthias, maintainer of *Forui*, a minimalistic Flutter UI library. **🎤 Talk 2: How to Build a Scalable Flutter App Using Clean Architecture** Clean Architecture in theory is easy. Applying it to an app used by **6M+ users** is not. This session breaks down how Clean Architecture principles were applied during a major Flutter upgrade of *MarineTraffic*, sharing what worked, what didn’t, and what actually scales in the real world. **Speaker:** Senior Software Engineer at Kpler, Tech Lead for MarineTraffic Mobile. **🗓 4. Timetable** * 18:30 \| Registration & Networking\! * 19:00 \| Presentation \#1: TBC * 19:30 \| Presentation \#1: TBC * 20:30 \| Networking * 20:30 \| End of Event

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-5mar2026-mc) only.** * Seats are on a first-come, first-served basis. * For admission into our event space, please register beforehand via GovEntry only. * Please present the QR code within your registration confirmation email upon check-in at our event space. **About this Meetup** We’re piloting our next specialised sub-community, and this one’s focused on AI! In the first session of ***STACK Meetup [AI]***, we’ll take a broad look at how organisations can move from AI ambition to real-world implementation. Through perspectives spanning consulting, public and private sectors, we’ll unpack common pitfalls, lessons learned, and real-life use cases that you can draw from as you shape your own AI adoption journey. Join us today. ***Seats are limited so [sign up](https://go.gov.sg/stackmeetup-5mar2026-mc) now!*** **Programme** 7:00pm: Introduction By STACK Community 7:05pm: Opening By Feng Yuzhang​, Director & Head of AI Practice, GovTech Singapore 7:15pm: A Tale of Two Cities: An AI Transformation Parable By Chai Yit Sheng, Director, AI & Data Transformation, PwC​ 7:35pm: GovTech’s AI Strategy to Drive AI Value and Maturity Towards an AI-Native Government By Tan Congyuan, Deputy Director, AI Programme and concurrent Head, AI Strategy Office, GovTech Singapore 7:55pm: How AI is Reshaping Business Discovery, Growth & Competition By Razvan Iordache, Co-Founder and CEO, GeoVector.ai 8:15pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-5mar2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Hi DESG Community, It's been a while since we last met on Sep 2025. So much has changed and AI agents has been the talk of the time for past 6 months. For this month, we have Chin Hwee who will talk about: ***Your Data is Late Again! Handling Late-Arriving Data in the Modern AI Data Stack*** *"When we say we are processing the "latest" data in the data warehouse, which timestamp are we referring to?* *Late-arriving data can happen due to operational and technical reasons that may require data corrections, posing challenges in ensuring timely and accurate reporting of point-in-time data that drive AI systems and decision-making. In this talk, I will be exploring approaches on how we can design data systems and history-preserving data models that can handle late-arriving data in the modern AI data stack."* **Expected agenda:** **6.30pm - 7.15pm** \- Registration\, Pizzas & Networking **7.15pm - 7.20pm** \- Introduction **7.20pm - 8:00pm** \- Talk by Chin Hwee **8.00pm – 8.30pm** \- Q&A **8.30pm –** End of event Hope to you all soon! Cheers! DESG

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

**Presenter:** Auri Rahimzadeh, Principal Software Architect, Momentum3 **Time:** Pizza at 6:00, Presentation Starts at 6:30pm Eastern **Location:** Theoris, 9000 Keystone Crossing, Suite 230, Indianapolis .NET 10 is here alongside a practically rewritten Visual Studio 2026. Learn about the new C# 14 features, VS2026 niceties, and more! Looking forward to seeing you there!

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas