Innovations in Software Testing

**You’ve built a career—but are you building something that truly matters?** If you’ve ever wondered whether your skills could be used for something more meaningful, you’re not alone. Join us for a morning walk near Raffles Place for networking and knowledge sharing focused on meaningful work and venture building. Connect with like-minded professionals and founders, engage in meaningful conversations, and discover opportunities to contribute to a more sustainable future. This meetup is the perfect platform to expand your network, exchange ideas, and learn the secrets behind venture building. Let’s explore how your experience can help build a better future—alongside others who are turning that same restlessness into real impact. [Note: Please be on time as this is a walk! We may grab a coffee after the walk, so please message me if you would like to join for that only!]

Hey Hashicorpians, We’re excited to invite you to the Cloud Native and HUG Singapore May Meetup, a collaborative in-person event with the Singapore CNCG meetup, hosted at Red Hat Asia Pacific Pte Ltd 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-28may26)** and join us in person! This meetup brings together the cloud-native community to explore AI innovation and Kubernetes data security, share practical insights, and connect with fellow practitioners. 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-28may26)** and join us in person! 📅 Date: Thursday, 28 May 2026 ⏰ Time: 6:00 PM – 9:00 PM (GMT+8) 📍 Venue: Red Hat Asia Pacific, 88 Market St, Level 46 CapitaSpring, Singapore 048948 🎤 Talks include: 1. **𝘈𝘨𝘦𝘯𝘵𝘪𝘤 𝘈𝘐 𝘰𝘯 𝘒𝘶𝘣𝘦𝘳𝘯𝘦𝘵𝘦𝘴: 𝘛𝘩𝘦 𝘊𝘭𝘰𝘶𝘥 𝘕𝘢𝘵𝘪𝘷𝘦 𝘞𝘢𝘺** by 𝗚𝗶𝗻𝗲𝗲𝘀𝗵 𝗠𝗮𝗱𝗮𝗽𝗽𝗮𝗿𝗮𝗺𝗯𝗮𝘁𝗵, Author of Kubernetes and Ansible books, 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 𝗮𝘁 𝗥𝗲𝗱 𝗛𝗮𝘁 2. **𝘚𝘰𝘭𝘷𝘪𝘯𝘨 𝘒𝘶𝘣𝘦𝘝𝘪𝘳𝘵 𝘋𝘙 𝘤𝘩𝘢𝘭𝘭𝘦𝘯𝘨𝘦𝘴** by 𝗧𝗲𝗰𝗸 𝗦𝗶𝗮𝗻𝗴 𝗪𝗼𝗻𝗴 - 𝗣𝗿𝗲𝘀𝗮𝗹𝗲𝘀 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 for Kubernetes Data Protection at CloudCasa. 3. **𝘚𝘦𝘤𝘶𝘳𝘪𝘯𝘨 𝘋𝘢𝘺 2 𝘖𝘱𝘦𝘳𝘢𝘵𝘪𝘰𝘯𝘴 𝘜𝘴𝘪𝘯𝘨 𝘛𝘦𝘳𝘳𝘢𝘧𝘰𝘳𝘮 𝘢𝘯𝘥 𝘝𝘢𝘶𝘭𝘵** by 𝗥𝗶𝘁𝗲𝘀𝗵 𝗛𝗲𝗴𝗱𝗲, 𝗜𝗕𝗠 𝗖𝗵𝗮𝗺𝗽𝗶𝗼𝗻 & 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗠𝗩𝗣 🏟️ Venue - Sponsored by 𝗥𝗲𝗱 𝗛𝗮𝘁 🍕 Networking, food & drinks - Sponsored By 𝗖𝗹𝗼𝘂𝗱𝗖𝗮𝘀𝗮 𝗯𝘆 𝗖𝗮𝘁𝗮𝗹𝗼𝗴𝗶𝗰 🎁 Quiz, swag & vouchers - Sponsored By 𝗛𝗮𝘀𝗵𝗶𝗰𝗼𝗿𝗽, 𝗮𝗻 𝗜𝗕𝗠 𝗖𝗼𝗺𝗽𝗮𝗻𝘆 2 Lucky winners will also get an opportunity to win Physical copy book of - **[𝗧𝗲𝗿𝗿𝗮𝗳𝗼𝗿𝗺 𝗔𝘂𝘁𝗵𝗼𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀 𝗣𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗶𝗻 𝟮𝟬𝟮𝟲](https://mattias.engineer/blog/2026/terraform-authoring-operations-professional/)** Whether you’re a platform engineer, SRE, developer, or cloud architect, this is a great opportunity to learn, connect, and grow with the **CNCF & HUG community.** 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-28may26)** and join us in person! Join Our Telegram Channel: **[Singapore HUG Telegram Public Channel](https://t.me/+4TSTIb7Z31JkMTk1)** **[CNCF Telegram Public channel](https://t.me/+7nwzcfCV03JjMzhl)**[ ](https://t.me/+7nwzcfCV03JjMzhl) LinkedIn: **[Singapore Hashicorp User Group](https://www.linkedin.com/company/singapore-hashicorp-user-group-hug/)** **[Singapore Cloud Native Community Group - Official CNCF Community](https://www.linkedin.com/company/cloud-native-community-group-singapore-cncf/)** See you there! Singapore HUG Organizers.

**You've used AI. But have you built with it?** **Most of us started the same way — ChatGPT, a few prompts, some generated content. It felt like magic. And it was useful.** **But Gen AI responds. It doesn't act.** **The next stage is already here.** **We're moving from:** **✦ Generative AI — create content, write faster, automate the basics** **✦ Conversational AI — scale your expertise, your voice, talking to your people 24/7** **✦ Agentic AI — your voice experience doesn't just talk. It understands, decides, and executes.** **✦ Exploring how to implement AI safely** **This is what we're exploring at our next Voicepreneur Meetup.** **Whether you're a coach, consultant, creator, or just someone who's been watching the AI wave and wondering where you fit — this session is for you.** **You'll walk away with:** **A clear picture of where AI is today — and where it's going** **A hands on with Azina, an Agentic AI** **A real conversation about what your expertise could become** **An invitation to build your own AI-powered voice experience — for free** **You don't need a technical team. You don't need to write a single line of code.** **📍 James Cook Institute, 150 Orchard Rd, #06-14, Singapore 238841** **🚪 Room #08-09** **👉** Light dinner will be served **Voicepreneur™ is a movement for anyone who believes their knowledge deserves to scale. Powered by HearBack™ and Azina.**

Flow class is a style of yoga that is moving from one posture to another posture in synchronizing with our breath. The class will begin with gentler movements to warm up the body, then move into progressively more challenging flowing sequences. Flow Yoga These may include standing poses, balances, inversions, and peak poses. Then the class will end with slower, deeper stretches, and often floor-based yoga poses. Classes will be conducted via Zoom LINK to the class registration: https://www.yogasojourn.com/login-register-class/

​Everyone is talking about agentic AI. But beneath the noise, a more important question is emerging: what does it actually take to design, build, and deploy AI agents in the real world? This edition of The Agentic AI Club brings together three speakers with first-hand experience in agentic AI, spanning national-level AI work, enterprise software, and applied AI research. # ​What You'll Take Away * ​Diverse perspectives on agentic AI from across the ecosystem * ​A view of where agentic AI is heading next and what's hype versus what's real * ​Patterns and lessons from people building and deploying AI today * ​How agentic AI is moving from prototypes to production in Singapore # ​Agenda ​6:00 PM — Doors open · Registration 6:05 PM — Welcome by The Agentic AI Club 6:10 PM — Speaker sessions 6:30 PM till late — Community Mixers # ​Speakers > ​**Eric Tan** — Executive AI Scientist & Assistant Director, IMDA ​Eric leads AI work at Singapore's Infocomm Media Development Authority, the regulator and developer of Singapore's digital economy. > ​**Joel Koh** — Chief Technology Officer, One X Group · AI Researcher, Stanford University ​Joel leads technology solutions at One X and conducts AI research at Stanford, working at the intersection of applied research and enterprise deployment. *All speakers are appearing in their personal capacity. Views shared are their own and do not represent the official positions of their respective organisations.* # ​Who Should Attend * ​AI engineers, technical leads, and ML practitioners building agentic systems * ​Product and engineering leaders shipping AI-first products * ​Founders and operators working on agentic AI * ​Enterprise innovation, strategy, and digital transformation leads * ​Anyone curious about how agentic AI is moving from prototypes to production in Singapore # ​About The Agentic AI Club ​A space for people shaping how AI gets built and shipped. We bring together engineers, founders, operators, and ecosystem leaders working at the frontlines of agentic AI in Singapore.

🕵️‍♂️ Where Did My Money Go?! The Great Cash-Leak Hunt Your income is your high score. Your cash flow is how you win the game. Ever feel like your bank account has a hidden glitch? You’re hitting your income targets, but your savings balance isn't leveling up. It’s time to play defense. Welcome to The Cash-Leak Hunt—a 30-minute interactive strategy session where we audit your money, hunt down the hidden financial leaks, and reclaim your cash. 🎮 What’s the Game Plan? Identify Your Financial Avatar: Are you The Wealth Builder, The Lifestyle Optimizer, or The Accidental Sponsor (paying for subscriptions you don't use)? Map the Map: Visualise exactly how your money moves through your ecosystem. Plug the Leaks: Spot the top 3 "hidden boss battles" draining your account. Claim Your Prize: Walk away with a custom, actionable roadmap to keep more of what you earn. Ready to unlock your next financial level?

For details and RSVPs: [https://www.eventbrite.sg/e/1987973715899](https://www.eventbrite.sg/e/1987973715899) AI myths, funding opportunities in Singapore & how to win visibility in China’s AI ecosystem for business growth. Artificial Intelligence is rapidly transforming how businesses operate, market and grow. AI is no longer just a trend — it is becoming an essential part of today’s business landscape. At the same time, China’s AI ecosystem is evolving rapidly. Platforms such as DeepSeek, Doubao and Kimi are already influencing how Chinese consumers search, travel, and make purchasing decisions before they arrive in Singapore. This creates new challenges and opportunities for SMEs and entrepreneurs looking to stay competitive and visible in the Chinese digital economy. This session brings together industry practitioners to share practical insights on AI adoption, emerging business opportunities, and how companies can position themselves effectively in Singapore’s and China’s evolving AI-driven environment.

**📈 SG Investors & Traders Meetup (Age 21–40)** Are you passionate about investing or trading? Whether you’re into stocks, crypto, real estate, or just getting started—this is for you. Join us for a **dinner & drinks** with like-minded people in Singapore. No slides, no sales talk—just good conversations, idea exchanges, and networking with fellow investors and traders. ✅ Age 21 & above based in Singapore ✅ Pay for your own food & drinks (just order something you like 😊) ✅ No Financial Advisors (to keep it comfortable for all) If you’re looking to share tips, learn from others, or simply enjoy a laid-back evening with investing enthusiasts—come join us! ⏰ For those who are trading, feel free to head off after 8:15pm. 🗓️ We’ll PM everyone the day before to confirm attendance. If you’re unable to attend, please let us know so we can release your slot to others. 📌 Please fill in this quick screening form (occupation is required for entry). Do note that entries may be declined if the information is incomplete or inaccurate. 👉 [https://forms.office.com/r/xp3G1XAFTU](https://forms.office.com/r/xp3G1XAFTU) See you there! 🍻

Are your blood pressure, blood sugar, or cholesterol levels quietly rising — even though you “feel fine”? Most people don’t take action until it starts affecting their daily life… Low energy, poor sleep, stubborn weight gain, and relying more on medication. It doesn’t have to get to that stage. Join our **offline health sharing session** and discover simple, practical ways to manage the “3 Highs” — without extreme diets or complicated routines. You’ll learn: • Easy lifestyle shifts to support healthier numbers • Smarter nutrition choices that fit your daily routine • How to build sustainable habits for long-term wellness Imagine waking up with more energy, thinking more clearly, and feeling confident that you’re back in control of your health. Whether your goal is prevention, improvement, or maintaining long-term wellness — this session will give you actionable steps you can start immediately. Seats are intentionally limited to ensure a focused, high-quality experience. 👉 Secure your seat now — message us or register today before spots are filled.

Step into the relentless world of No-Gi Grappling, where speed, precision, and adaptability are your greatest weapons. This class is designed for those who are ready to test their limits, embrace the grind, and dominate on the mats. This is not just about technique—it’s about honing your instincts, sharpening your strategy, and developing the mental toughness to outlast any opponent. ### **Address** 424 Race Course Rd, Singapore 218670 ### **Schedule** Fridays 530PM - 7PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class. ###

## Struggling to Get Leads from People Who Don’t Know You? You’re posting content… trying different strategies… maybe even using AI tools… But still not getting consistent leads or customers. If that sounds familiar, this session is for you. ## How AI Can Help You Attract Cold Leads (Without Overcomplicating It) In this live, in-person workshop, you’ll learn simple and practical ways to use AI to: * Reach cold audiences more effectively * Generate interest without sounding “salesy” * Create content that attracts potential customers * Approach lead generation in a clearer, more structured way Everything will be explained in a beginner-friendly manner — no technical background required. ## Imagine Having a Clearer Way to Attract Customers Instead of guessing what works… You’ll start to see how to: * Turn strangers into interested leads * Use AI to save time and effort * Build a simple approach to attract potential customers This session focuses on practical understanding — not theory. ## Secure Your Seat This is a small-group, in-person session to ensure quality learning and interaction. 👉 Reserve your seat now to learn how to start attracting leads and customers using AI.

**Join us for a fun photography walk around Robertson Quay! This area is perfect for taking beautiful pictures of the river, bridges, and lively cafes. Bring your mobile phone or any camera you have, and let's explore together.** **Join us if you are interested in photography. It doesn't matter if you are a pro or a beginner; we do it for the love of photography. We'll kick off with a short meet and greet before heading out to click pictures together.** **After our photo walk, we'll end at a nearby coffee shop to chat and share our experiences.** **This is a free event, but please RSVP to let us know you're coming. If you have any trouble finding us or have questions, feel free to call or text: Jay: +65 9352 0249 Sandeep: +65 8609 1667** **Join our WhatsApp group for live location sharing: https://chat.whatsapp.com/D9YcKn9GR7jH8q2U2g0xld?mode=hqctcli We share our live location there to help everyone stay connected — especially as people naturally wander off while shooting.** **Meeting Point: Fort Canning MRT - Fort Canning MRT — Exit A (UE Square / River Valley side)** **Route: River valley walk → Robertson Quay → Mohamed Sultan**

**RSVP**: [https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/](https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/) Many traders enter options trading for income… only to face unexpected, heavy losses. ​ trategies like **iron condors, naked calls, and naked puts** are often marketed as “high probability”—but the risks behind them are rarely explained. ​This 3-hour intensive seminar reveals **the good, the bad, and the ugly of options trading for income**, so you can protect your capital and trade with clarity. **RSVP**: [https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/](https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/)

Hi all, join us for an easy 7min/km pace social trail run and breakfast. We will have various groups doing 4km, 8km, and 11km. Here’s the plan for the day: \- 7:00 AM: Meet at Upper Thomson MRT station \(TE8\) exit 4; bag drop available\. \- 9:00 AM: Breakfast thereafter at "The Roti Prata House"\. Those who only want to join us for breakfast and chats are welcome too. The breakfast place is just beside the MRT station. More details to come, but we just wanted to say thanks for signing up—we’re looking forward to a great time! Have a wonderful day ahead! 😎

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

PLEASE NOTE!!! This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch. All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing). \-\-\- On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends. All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here: [https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams) (Also please do subscribe if you have not done so!) No game development experience required! If you are interested in doing a 20 minute game development related presentation, please fill out our form online here: [https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1) Or e-mail us at info@thecogg.com with the following: Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact. Be sure to check out our Discord for real time news updates: [https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/