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Innovations in Software Testing Events Today

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Singapore Hashicorp User Group 12th Meetup @ SMU School of Information Systems
Singapore Hashicorp User Group 12th Meetup @ SMU School of Information Systems
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 SMU School of Computing and Information Systems 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** 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-20260701)** and join us in person! 📅 Date: Wednesday, 1st July, 2026 ⏰ Time: 6:00 PM – 9:00 PM (GMT+8) 📍 90 Stamford Rd, Singapore 178903, SOE/SCIS2 Seminar Room B1-1 🎤 Talks include: 1. **Engineering "Invisible" Platforms With Crossplane and Score,** by [Mumshad Mannambeth](https://www.linkedin.com/in/mmumshad/), Founder & CEO of KodeKloud 2. **Terraform at Scale: Architecture, Automation, and AI-Assisted AWS Delivery** by [Nisal Wickramage](https://www.linkedin.com/in/nisal-wickramage/), Senior Consultant at Thoughtworks 3. **Enable Zero Trust for Service Connectivity across Hybrid Cloud with HashiCorp Consul ⛅️**by [Sai L.](https://www.linkedin.com/in/sailinnthu/), Sr. Solutions Architecture Specialist 🏟️ Venue - Sponsored by **SMU Artificial Intelligence Club (SmuAI)** 🍕 Networking, food & drinks - Sponsored By 𝗛𝗮𝘀𝗵𝗶𝗰𝗼𝗿𝗽, 𝗮𝗻 𝗜𝗕𝗠 𝗖𝗼𝗺𝗽𝗮𝗻𝘆 🎁 Quiz, swag & vouchers - Sponsored By **KodeKloud** 3 Lucky winners will also get an opportunity to win **KodeKloud** Subscriptions 5 Lucky winners will get an opportunity to win Hashicorp Associate exam vouchers. 1 Lucky Winner will get - Print Copy of Terraform Authoring and Operations Professional Study Guide Azure Edition written by [Mattias Fjellström](https://www.linkedin.com/company/96315339/admin/page-posts/published/#), https://lnkd.in/gkByqHfQ 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.** 👉[ ](https://konfhub.com/singapore-cncf-and-hug-20260701)**[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** 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.
Playtest Meetup @ King and the Pawn
Playtest Meetup @ King and the Pawn
**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*
PL & Compilers Meetup (weekly agenda in desc)
PL & Compilers Meetup (weekly agenda in desc)
**Special topic for this week: TODO!** Have you ever wondered what happens after you write your program in any programming language and hit "Run"? Welcome to the new group dedicated to Compiler Engineering so we can discuss language design, static analysis, VMs, and code generation. Topics related to hardware architecture and FPGA are also welcomed! **Join us weekly and learn about:** * The vision for this group. * A crash course on how to start learning compiler dev (including top book recommendations). * An open networking session for showcasing projects and finding collaborators. * Weekly topic to learn about particular aspect of programming languages or hardware **Who is this for?** * Anyone building DSLs or new languages. * Anyone curious about low-level systems and programming * Anyone hiring for compiler/toolchain roles (come pitch your jobs!). * Anyone who wants to learn more about programming languages nature! This isn't a lecture—it's a conversation. Come share your projects and get motivated! This group is not super serious, so if you want to just yap about how bad is the new C++ standard you can find some listeners here. See you!
AWS Security User Group Singapore: July 2026!
AWS Security User Group Singapore: July 2026!
Hey AWS Security fam 👋 **Our goal remains the same: bring security and cloud practitioners together.** Security is wide; cloud teams move fast. Let us meet in the middle — share what is working, what is painful, and how we can ship safer, faster. Want to speak next time? We are lining up lightning talks and deep dives for upcoming meetups — 30-minute sessions, interactive by design. New voices welcome: operators, builders, blue/red/purple teamers, platform folks. If you have shipped it, broken it, or fixed it, we want to hear it. (Ping the organizers / DM us after you RSVP.) 🎤 **Speakers** ✅ **AWS Privilege Escalation Paths: A Technical Primer** 📌 Nicolas Buzy-Debat, Red Team Lead, Grab A technical session on how privilege escalation paths can emerge within AWS environments, where practitioners can study known techniques, and how the approach differs between pentesting and red teaming. Nicolas will walk through selected examples, practical ways to reason about attack paths, and recommendations for reducing privilege escalation risk through better visibility, IAM design, and security controls. ✅ **Security Leadership in the Age of AI and Cloud** 📌 Damian Leach, Chief AI & Digital Officer, VISTRA 📌 Donald Ong, Senior Assistant Director, Cybersecurity Agency of Singapore (CSA) 📌 Swan Chin Yeo, Head of Greater ASEAN, Okta A leadership discussion on how security teams are navigating the intersection of AI, cloud adoption, identity, governance, and an evolving threat landscape. The conversation will explore how leaders balance innovation with risk, what security priorities are changing, and how practitioners can prepare for the next phase of cloud and AI-driven security challenges. 🧭 **Event Details** 📅 Date: Wednesday, 1st July 2026 🕡 Time: 6:30 PM – 9:00 PM 📍 Venue: AWS Singapore, 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🛂 **Registration & Check-in (Important)** Watch for an email titled: AWS Security User Group Singapore: Registration Confirmed for AWS Security Meetup – July 2026 Show this email at Level 1 Concierge to access Level 5 for verification. Walk-ins: Only if capacity allows. Confirmed registrations get priority. No confirmation email = walk-in; entry not guaranteed. 🙌 **What to Expect (and why it’s worth your evening)** * 30-minute interactive sessions — no death-by-slides * Live Q&A & show-and-tell — bring questions, tooling, and war stories * Security × Cloud crossover — incident learnings, IaC guardrails, identity, data protection, cost/risk trade-offs 🍕 **Agenda & Housekeeping** 6:30 PM — Pizza & drinks (vegetarian + halal options) Talks — Start right after dinner Networking — Meet builders, defenders, and platform folks 📸 Photos/recordings may be used for future promo Pro tip: Arrive early to skip queues and snag a good seat 🎁 Swag & promo codes — stay till the end for giveaways
Shipping AI Agents in the Enterprise ft. Prudential & AWS Speakers
Shipping AI Agents in the Enterprise ft. Prudential & AWS Speakers
Everyone is building agents. Far fewer have gotten them past the pilot and into the hands of real users inside a large organisation, where the constraints are different and the room for error is smaller. This edition of The Agentic AI Club brings together speakers who have done that, sharing first-hand what it took to move agentic AI from a working prototype into the enterprise. ## **What You'll Take Away** * What it takes to move an agent past the pilot and into everyday use across a large organisation * Where enterprise realities reshape the build: security reviews, legacy systems, procurement, and sign-off * Which design choices survived production, and which ones fell over * A sharper sense of where enterprise agentic AI is paying off right now ## **Agenda** 4:00 PM — Doors open · Registration 4:10 PM — Welcome by The Agentic AI Club 4:15 PM — Speaker sessions 5:45 PM till late — Community Mixers ## **Speakers** **Speakers** **Vidhi Chugh — AI Strategy & Governance Lead, Prudential AI Lab** Vidhi is a globally recognised AI leader and patentholder, working at the intersection of business, product, and engineering. Named among the World’s Top 200 Business and Technology Innovators, she has scaled enterprise-grade AI systems and taught more than 250K AI practitioners globally. **​Annie An — Senior Solutions Architect, AWS** Annie helps enterprises across ASEAN design and deploy production-grade GenAI, LLM, and agentic systems, spanning financial services, telco, insurance, and legal, with a focus on responsible AI and real-world impact. *\*All speakers appear in their personal capacity. Views shared are their own and do not represent the official positions of their organisations.* ## **Who Should Attend** * AI engineers, technical leads, and ML practitioners building agentic systems * Product and engineering leaders shipping AI-first products inside larger organisations * Enterprise innovation, strategy, and digital transformation leads * Founders and operators deploying agentic AI into enterprises * Anyone focused on getting AI agents from prototype into production at scale ## **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.
🔐 AWS Security User Group Meetup – 1st July 2026
🔐 AWS Security User Group Meetup – 1st July 2026
🚨 **IMPORTANT – REGISTRATION IS REQUIRED VIA THE AWS SECURITY MEETUP PAGE** 👉 **Please RSVP here:** 🔗 https://www.meetup.com/aws-sg-security/events/312743656/ 📌 This event is hosted under the **AWS Security Users Group Singapore**. 📩 All attendees **must register** via the link above to receive a confirmation email and secure access to the venue. ❗ Registrations on other meetup pages will **not** be considered valid. **Hosted by AWS User Group Singapore x AWS Security Users Group Singapore** 📅 Date: Wednesday, 1st July 2026 🕡 Time: 6:30 PM – 9:00 PM 📍 Venue: AWS Singapore, 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🎤 **Speakers** ✅ **AWS Privilege Escalation Paths: A Technical Primer** 📌 Nicolas Buzy-Debat, Red Team Lead, Grab A technical session on how privilege escalation paths can emerge within AWS environments, where practitioners can study known techniques, and how the approach differs between pentesting and red teaming. Nicolas will walk through selected examples, practical ways to reason about attack paths, and recommendations for reducing privilege escalation risk through better visibility, IAM design, and security controls. ✅ **Security Leadership in the Age of AI and Cloud** 📌 Damian Leach, Chief AI & Digital Officer, VISTRA 📌 Donald Ong, Senior Assistant Director, Cybersecurity Agency of Singapore (CSA) 📌 Swan Chin Yeo, Head of Greater ASEAN, Okta A leadership discussion on how security teams are navigating the intersection of AI, cloud adoption, identity, governance, and an evolving threat landscape. The conversation will explore how leaders balance innovation with risk, what security priorities are changing, and how practitioners can prepare for the next phase of cloud and AI-driven security challenges. 📸 Kindly note that photographs and recordings captured during the event will be used for future promotional purposes. 🍕 **Agenda & Housekeeping** 💡 Pro Tip: Arrive early to avoid queues and secure your seat for the sharing sessions! 🍕 Pizza Time: Dinner starts at 6.30pm, enjoy pizza and drinks before the talks begin. 🎤 Talks start around 7.00pm 🍻 Post-Event Networking: Stick around to meet fellow builders, practitioners, and experts. 🎁 Swag & Promo Codes: AWS swag and giveaways await those who stay till the end! 🔗 Connect with us: Meetup: [AWS Security Users Group Singapore](https://www.meetup.com/aws-security-users-group-singapore/) 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) 📬 Enquiries: [aws.usergroup.singapore@gmail.com](mailto:aws.usergroup.singapore@gmail.com)
Introducing The Best Group 🎾
Introducing The Best Group 🎾
What if a tennis class became the easiest way to meet new people? **The Best Group** combines structured, level-based tennis group classes with an optional social matching experience. Here's how it works: 🎾 Join a tennis group class with players of a similar level 🤝 Having joined a class, you can choose to be matched with **three other people you've never met before** for dinner. The difference? **Everyone at the table will already have completed a tennis group class with The Best Group.** Instead of meeting complete strangers with nothing in common, everyone shares the same experience, making conversations feel far more natural from the very beginning. Think of it as a Timeleft-style social experience—but with a built-in shared connection before you ever sit down for dinner. **Join the waitlist for early access:** [https://thebestgroup.base44.app/](https://thebestgroup.base44.app/)

Innovations in Software Testing Events This Week

Discover what is happening in the next few days

STACK Meetup [AI]: Delivering AI as a Capability​
STACK Meetup [AI]: Delivering AI as a Capability​
**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-2jul2026-mc) only.** Moving AI from prototype to a reliable production often raises questions about optimisation, scalability and compliance. At this STACK Meetup [AI], we strip away the hype to offer an exclusive look under the hood of PlatformAI, GovTech’s developer-first platform built to scale AI capabilities reliably for the Government. Take a peek into how PlatformAI provides an enterprise-ready platform layer to govern and orchestrate large-scale AI model and capability deployments. Our speakers will share strategies on unifying secure model access, balancing costs using Pay-As-You-Go (PAYGO) versus Provisioned Throughput, and leveraging managed multimodal pipelines – Vision, Document, and Audio – without the overhead of maintaining fragmented infrastructure. Walk away with fresh insights on how GovTech is democratising AI deployment at scale, whilst ensuring proper governance like prompt security, throughput optimisation, and architectural guardrails to address modern scaling bottlenecks. **Secure your spot for STACK Meetup [AI] today: [https://go.gov.sg/stackmeetup-2jul2026-mc](https://go.gov.sg/stackmeetup-2jul2026-mc)**. Limited seats available! Who should attend: Product managers, software engineers, AI/ML developers, infrastructure specialists, and system architects, who are looking to bridge the gap between AI prototyping and production-grade software engineering. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By Ethan Goh, Director, Product Management, AI Programme, GovTech Singapore 7:15pm: Introducing PlatformAI – GovTech’s one-stop platform for AI Capabilities By Daniel Yuen, Product Manager, AI Programme, GovTech Singapore 7:35pm: PlatformAI – Models, Unified Easy Access To LLMs By Tan Xiu Quan, Product Manager, AI Programme, GovTech Singapore 7:55pm: PlatformAI for Multimodal Capabilities, across Vision, Documents and Audio By Suresh Kumar Sarad, Senior Product Manager, AI Programme, GovTech Singapore 8:15pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-2jul2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.
🏡 Wessex Estate & dinner with live music 🎶🪇
🏡 Wessex Estate & dinner with live music 🎶🪇
Our trail begins in what feels like a hidden English village, tucked away in Singapore yet worlds apart from the city. This quiet neighbourhood whispers stories of the colonial era, with its iconic black-and-white houses, leafy lanes, and timeless calm. As we stroll through its streets—each one named after faraway English towns—you’ll feel as though you’ve stepped into a different place and era altogether. 🏡🌿🕰️ From this glimpse of the past, we’ll step forward into the future, where glass towers and bold architecture rise amid green spaces and winding paths. The contrast is striking—old-world charm giving way to a modern hub of innovation and creativity. 🚶‍♂️🏙️🌳 As evening falls, we’ll round off the adventure with an optional dinner at an urban food park alive with flavours and live music! 🎶 🪇🥂😄🍹 **This is a free community walk, created simply for the joy of exploring togethe**r. **To keep the spirit of the walk genuine and relaxed, we don’t involve donations, promotions, or sales of any kind. We warmly ask everyone to be punctual and considerate of fellow walkers, so that the journey remains smooth and enjoyable for all. The 'going' list may not necessarily follow a strict sequence. 🔄** - To protect your privacy, we do not collect telephone numbers 📵. Communication will be through the Event chat. Kindly check for any updates, especially on the day of the event. The route may be amended or the hike postponed in the event of inclement weather, for the safety of our walkers. 🚶🚶‍♂ *Disclaimer: By joining this walk, you assume responsibility for your own safety and well-being 🚸, and will not hold the organizers/hosts liable for any loss or injury or other unforeseen events, ensuring a shared commitment to a safe and enjoyable experience for all. 😊 Thank you.
Sunset & Skyline: 39th Floor Rooftop Social at Mr. Storkavours & Rooftop Social
Sunset & Skyline: 39th Floor Rooftop Social at Mr. Storkavours & Rooftop Social
**The Experience** Let’s kick off the weekend from the highest point in Bugis! We are meeting at the iconic rooftop garden of the Andaz for outdoor drinks, 360-degree city views, and high-quality conversation. **Why 6:30 PM?** We are starting early to catch the final 30 minutes of the **"Happier Hour"** deals (which end at 7:00 PM) and to watch the sun set over the Singapore skyline. It’s the perfect way to transition into a relaxed Friday evening. **Who is this for?** This is a curated, small-group gathering for professionals and entrepreneurs (40+) who value genuine connection in a sophisticated environment. **Important Logistics:** * **RSVP Limit:** Strictly limited to 8 people to keep the conversation intimate. * **No Guests:** Please join as an individual so we can all focus on meeting new people. * **Payment:** There is no event fee. To keep things simple, everyone settles their own tab (pay-as-you-order) directly with the bar. * **Seating:** As this is a popular rooftop, I will arrive early to secure a spot in the garden. Please arrive on time so we can all be seated together!
Flutter Singapore Meetup #2 2026
Flutter Singapore Meetup #2 2026
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: Flutter with non-Dart languages** **Speaker:** Eugene Toh. **Presentation summary**: Foreign function interfaces (FFI) for connecting Flutter with other languages like Rust and C/C++ **🎤 Talk 2: Build and Deploy Apps with FlutterFlow MCP** **Speaker:** Prashant R **Presentation Summary**: Discover how to build and deploy AI-powered applications using FlutterFlow MCP (Model Context Protocol). In this hands-on session, we'll explore how MCP enables FlutterFlow apps to connect with AI models, external tools, and data sources seamlessly. You'll learn how to build a real-world application, integrate AI capabilities, and deploy it efficiently for production use. **🗓 4. Timetable** * 18:30 \| Registration & Networking\! * 19:00 \| Presentation \#1: Flutter with non\-Dart languages * 19:30 \| Presentation \#1: Build and Deploy Apps with FlutterFlow MCP * 20:30 \| Networking * 20:30 \| End of Event
What does the Church-Turing thesis actually mean?
What does the Church-Turing thesis actually mean?
**ANNOUNCEMENT: [Venue change] SQ Collective has generously offered to host the venue for this session for free. It is only appropriate that we allocate some capacity to them (via a Luma event). This is a chance for folks in the AI builder community to participate in our group’s philosophy practice, and for us to broaden our audience within that community. If you have already signed up via Meetup, there is no need to double-register through Luma, should the Luma event be made public.** “You insist that there is something that a machine can't do. If you will tell me precisely what it is that a machine cannot do, then I can always make a machine which will do just that.” —John von Neumann, in a talk at the Institute for Advanced Study at Princeton, 1948 “Everything is computer!” – Donald J. Trump, sometime in 2025 What is computation? These days, it seems more provocative to stipulate what *isn’t* computation. For instance, to suggest that the brain can be functionally anything other than a kind of computer is suspect in the current technological zeitgeist. It seems self-evident that any system of information processing to achieve some output can be explicated in terms of computation. At the foundation of this conviction is the Church-Turing thesis, which both gave a logical definition to and circumscribed the bounds of computation in the form of the Universal Turing Machine, “a most general formulation of machine” (Alan Newell 1980). The idea that the Universal Turing Machine is an abstract design template that can encompass any kind of information-processing system has led some to extend the scope of the thesis to physics itself: “any finite physical system can be simulated by Universal Turing Machines” (David Deutsch 1985). What do we make of such ideas? Instead of fumbling in the accreted fog of the present, a quiet philosophical dialectic was already underway at the time Alan Turing demonstrated Universal Turing Machines in his seminal paper *On Computable Numbers* in 1936. Ludwig Wittgenstein was a contemporary of Turing’s, and made a number of keen observations in the years that followed\*. In particular, Wittgenstein anticipated readings of the Church-Turing thesis such as the above as resulting from an uncritical acceptance of some inferences within Turing’s demonstration. In this session, we will recount the Church-Turing thesis, its various interpretations, the Wittgensteinian response, and what it all means. Join us to discuss and re-examine the notion of computation, in the hopes of coming to a clearer understanding of it. The format of this session will be a presentation followed by an open-ended discussion. *Compiled in Remarks on the Foundations of Mathematics. By L. Wittgenstein
Enterprise X-Change Forum (EXF2026)
Enterprise X-Change Forum (EXF2026)
*Enterprise X-Change Forum (EXF2026)* Register Now (Limited seats): https://for.edu.sg/exf2026-registration 🚩Fees: Free of Charge for the first 100 Pax *Theme: Future Ready Enterprises: Where Technology, Innovation and Sustainability Converge* 🚩Date: 3rd July 2026 (Fri) Registration Time : 0830hrs (Breakfast Provided) 🚩Event Time : 0900hrs to 3pm (Lunch Provided) 🚩Location : 180 Ang Mo Kio Avenue 8 Singapore 5698830 - Threatre for the Arts Collaboration between NYP and the Singapore Manufacturing Federation (SMF), bringing together insights on technology, innovation, and sustainability. The forum brings together over 300 industry partners, technology leaders and SMEs to exchange insights, discuss emerging trends, and foster collaboration. Brought to you by: *Nanyang Polytechnic* *Singapore Manufacturing Federation* *Enterprise Exchange Forum 202*
SWP #185: Photo Walk - Somerset
SWP #185: Photo Walk - Somerset
Here's an engaging photography meetup description for Somerset: Join us for a fun photography meetup in Somerset! Whether you're a pro or just starting out, we'll explore the area and capture some amazing shots together. What can you expect to photograph? The bustling streets, colorful shops, and beautiful architecture of Somerset and the surrounding areas. Bring your mobile phone or any camera you like - it's all about having fun and capturing the sights. 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/IYNcf63yaXr2PAXyrjeHzi We share our live location there to help everyone stay connected — especially as people naturally wander off while shooting. Meeting Point: Somerset MRT - Somerset MRT — Exit B (direct into 313@Somerset) Route: 313@Somerset → Orchard Gateway → Cuppage area

Innovations in Software Testing Events Near You

Connect with your local Innovations in Software Testing community

Stop Guessing: How to Measure and Improve LLM Outputs
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
Christians in Tech - Meetup #39 @ Improving
Christians in Tech - Meetup #39 @ Improving
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)
Odoo Business Show - Columbus, OH
Odoo Business Show - Columbus, OH
Where innovation meets practicality. Join us in **Columbus, OH** for our **immersive event** featuring dynamic, audience-driven demonstrations showcasing the groundbreaking features of our software. We'll cover a wide range of topics, from Manufacturing and Accounting to Inventory Management, Sales/CRM, and eCommerce, as we **delve into the capabilities of Odoo 19**. Discover how it can transform your business processes and support your journey towards digital transformation! Attend for FREE -[ ](https://www.odoo.com/r/dKG)**[Register now!](https://www.odoo.com/r/QU4)** For any inquiries, feel free to reach out to us at ellee@odoo.com
IxDA Chat n Pancakes
IxDA Chat n Pancakes
You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.
Columbus Ruby Brigade Monthly Meetup
Columbus Ruby Brigade Monthly Meetup
**\*\*\* We've Moved! Bold Penguin - 6555 Longshore St, Dublin, OH 43017 \*\*\*** Talk by ## [Kyle Jenkins](https://www.linkedin.com/in/kyle-jenkins/) **Unpacking Process Anti-Patterns: Lessons from Ideation to Delivery** In the fast-paced world of software engineering, processes often shape success or sow frustration. Over the years, recurring anti-patterns have emerged well-meaning practices that unintentionally create inefficiencies, stifle innovation, or harm team dynamics. These pitfalls, though rooted in good intentions, can derail projects and undermine trust when left unchecked. Through real-world examples and two decades of industry experience, this presentation unpacks common process anti-patterns across the software lifecycle. With a focus on fostering understanding, not blame, we’ll examine how flawed workflows contribute to challenges and how reversing them can empower teams to build clarity, creativity, collaboration, and trust. **AGENDA:** * See updates to parking below * Doors open at 5:30, feel free to come and hang out before! * Official start of the meeting is at 6:30pm * After the meeting is done, we will go hang out at a nearby space in Bridge Park! If you can, please sign up via meetup by noon the day of the meeting so we can have an estimate headcount for food :) We always order extra, so feel free to join us even if you don't get signed up! Thank you to Bold Penguin for providing the food and location! **Parking & Arrival:** **Parking:** Parking in Bridge Park is free. The closest lots are the Mooney Garage and the Hotel/Endres Garage. **Entry:** The doors to the office are to the right of PINS. The street level door and elevators lock at 6pm. If you arrive after that, someone should be there to let you in, else call the number posted. Take the elevator to the 2nd floor. Once you exit the elevator, turn right. \*\*\* We are a bunch of professionals, students, and geeks who are excited about Ruby programming language ([http://ruby-lang.org/](http://ruby-lang.org/)) and Rails framework ([http://rubyonrails.com/](http://rubyonrails.com/)) and the joy they have brought back to web development. Our main goal is to share the love of the Ruby and Rails ecosystems with anyone that is interested. We cater to everyone, whether a non-programmer through advanced Rubyists. * We give lectures on programming topics * We freely provide decades worth of experience * For full details of this month's meeting please visit [http://columbusrb.com](http://columbusrb.com)
NFT AI ART Columbus
NFT AI ART Columbus
NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.
ServiceNow AI Deep Dive: Hands-On Learning Session
ServiceNow AI Deep Dive: Hands-On Learning Session
We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!