Performance Monitoring

* Understanding why native AD tools fall short in change tracking * Tracking who changed what, when, and from where in real time * Detecting unauthorized or suspicious changes instantly * Simplifying forensic investigations with detailed audit trails * Strengthening accountability with actionable insights

**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!]

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-25jun2026) only.** Singpass is the backbone of Singapore's national digital identity, but what does it actually take to run, scale, and evolve the infrastructure beneath? In this engineering-focused Meetup, we'll trace the evolution of Singpass’ infrastructure from its early days to the present. Deep dive into the modern architectural strategies being deployed today by the team to ensure that this critical digital product is secure and resilient by default. Moving past the buzzwords, we will dissect what truly constitutes PaaP or Platform as a Product, and pull back the curtain on the real-world realities of leading a platform engineering team. Whether you are currently building internal tooling or seeking inspiration on scaling your cloud-native systems, this session will challenge you to rethink how your organisation can approach infrastructure.​ Who should attend: ​​Software Engineers, Cloud and Infrastructure professionals, and Product Managers working on infrastructure platforms. Attendees should have a basic understanding of Kubernetes or Cloud Service Providers. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By Tay Li Soon, Deputy Director, Product Management and Head of Product, Singpass, GovTech Singapore 7:15pm: What’s In A Platform? The evolution of Singpass infrastructure and the latest unification efforts [Part 1] By Lian Yuanlin, Engineering Manager, Core Platform, Singpass 7:35pm: What’s In A Platform? The evolution of Singpass infrastructure and the latest unification efforts [Part 2] By Adinda Savitri, Lead Product Manager, Core Platform, Singpass 8:00pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-25jun2026)\*** to sign up! \*Registration will be accepted via GovEntry only.

This month, we return to the crowd-favourite topic of Agentic Systems & Harnesses! Talks: **"Patterns of Successful Agent Harnesses" - Sam Witteveen** In a talk he previously delivered at Google Cloud Next in Las Vegas, Sam will focus on the core patterns and components of successful agents and harnesses, covering patterns from coding agents like Claude Code & Codex through personal agents like OpenClaw & Hermes. These patterns clearly show what is working in building modern agents. **"Trying to download more RAM for my life" - Raghav Bhardwaj** In this lightning talk, Raghav describes his month-long journey hacking in OpenClaw to build a personal agent OS. He goes over changes made for continuity across hundreds of projects, and turning scattered chats, files, tasks, tools, and memories into a working loop that can keep up with the mess. **"Local Models & Self-Evolving Harnesses" - Martin Andrews** In his talk, Martin will first explain how a number of the recently announced self-updating harness systems work. Then, in light of the recent turbulence in the world of Foundation Models, he'll talk about Local Models, and how to increase business robustness. **FOOD UPDATE :** Google has told us that **there WILL BE** pizza at the event \-\-\- Talks will start at 7:10pm (entry at 6:45pm) and end at around 9:00pm, at which point attendees can come up to the front for a bit of a chat with each other, and the speakers. Due to some recent security incidents at the venue please take note of the new DevSpace security procedures [https://bit.ly/devspace-security](https://bit.ly/devspace-security) Attendees will not be admitted later than 15min after the talks have started. As always, we're actively looking for more speakers - both '30 minutes long-form', and lightning talks. For the lightning talks, we welcome folks to come and talk about something cool they've done with keras, PyTorch, JAX and/or Deep Learning for 5-10mins (so, if you have slides, then #max=10). We believe that the key ingredient for the success of a Lightning Talk is simply the cool/interesting factor. It doesn't matter whether you're an expert or an enthusiastic beginner: Given the responses we have had to previous talks, we're sure there are lots of people who would love to hear what you've been playing with. If you're interested in talking, please just introduce yourself to Martin at one of the events.

Join us for a fun and exciting session! RSVP if u are coming. Whatsapp 93366835 for any enquiry or if u are coming. Don't pop up unannounced. Game will only start with 4 px minimum. Located at the Pickleball Ang Mo Kio courts, our group welcomes players aged 25 and above who are passionate about both pickleball and discussing the latest happenings in Singapore, business, investing and anything under the sun. Come prepared to enjoy some friendly and serious competition on the courts, and forge meaningful friendship with fellow Pickle-chus! Reserve your slots now. All u need to bring is yourself, pickle paddle, hydration for yourself, a towel to dry yourself, comfortable shoes and attire and you're good to go. For first time members, a one time only $4 admin fee is payable for provided equipment (net) and expensive silent balls. That's all. Subsequently it will be $1 a month just to cover cost of setup etc.

## Power up your judgement and evaluation skill (Mandarin) 想提升你的判斷力和評估技能嗎？來參加我們的現場活動，透過實戰練習和互動討論，幫你快速成長！在輕鬆愉快的氛圍中，學會如何更有效地做決策，提升工作和生活中的判斷準確度。別錯過這個讓自己充電的機會，期待你的加入！ 🎯 冠军嘉宾 · 谢丽香博士 \- 学术背景：北京师范大学应用心理学博士，前华侨中学资深教师 \- 教育与培训：负责中文讲演培训与口语教学设计，主办全国及亚太华语辩论比赛 \- 国际讲演会成就：新加坡管理学院资深讲员，曾任L5分区总监 \- 舞台荣誉：荣获国际讲演会泛东南亚、LV区即席演讲冠军、备稿冠军、幽默演讲冠军、评论冠军 \- 经验积累：20多年演讲、评论与培训经验，培养无数学员提升公众演讲与沟通能力 💡 你将收获 \- 评论技巧：精准点评，赢得裁判与观众的心 \- 准备方法：冠军的赛前习惯与实战策略 \- 心态调整：化紧张为力量，掌控舞台气场 Nee Soon East CC, Level 4, Room 4. 7pm

Calling all who create for the Kingdom: video makers, podcasters, designers, editors, and storytellers. We are gathering this Sunday afternoon to meet one another face to face, share what we are building, and ask how our craft can serve the Gospel rather than ourselves. Whether you are seasoned or just beginning, you are welcome. Bring your questions, your works in progress, and your hunger to make the unseen visible. We will talk tools and technique, but more than that, we will ask what it means to create as those who bear the image of the Maker. Come and be encouraged. Come and labour alongside others who carry the same burden.

Connecting Global Asians & The World 🌏 We are finally coming to Singapore ! The premier community for Global Asians — connecting the modern Asian diaspora, expats, and internationally-minded locals. 📍 Location: BQ Bar 39 Boat Quay, Singapore 049828 ⚡ Who is this for? We are a hub for people who identify with the "Global Asian" experience: 🌏 Living Abroad: Asians living, working, or studying overseas. ✈️ Cross-Cultural: Returnees, Third Culture Kids (TCK), or expats within Asia. 🤝 Global Mindset: Locals in Japan/Vietnam/Philippines who want to connect with the world. ⚡ Why Join? ✅ Instant Connection: Meet people who share your unique cross-cultural background. ✅ English Friendly: The common language for our global community. ✅ Safe & Chill: A relaxed "Third Place" for genuine conversations. 🚀 Our Vision "Connecting Asia & The World" Building a borderless community where you always have a "home away from home," whether you are in Sydney, Tokyo, Nagoya, or Saigon. 📈 The Network 🇦🇺 Australia: Brisbane, Sydney, Melbourne (4,500+ Members) 🌏 Asia (2026): Launching in Tokyo, Nagoya, Ho Chi Minh, and Cebu. 🛡️ Zero Tolerance Policy To ensure a high-quality community, we strictly ban: 🚫 Soliciting: No MLM, business recruitment, or poaching. 🚫 Harassment: No pickup artists or creepy behavior. Violators are removed immediately. 🎁 BECOME A FOUNDING MEMBER (VIP) We are building an official app to connect our community safely! Join the VIP list for early access and priority invites to special parties. 👉[ \[Join the VIP List here\]](https://forms.gle/T2KukvgEiGWEz3VR9)

**Check out [funeventssg](https://www.instagram.com/funeventssg/) Instagram for the latest updates!** **RSVP @** **[https://www.meetup.com/livelaughlovesg/events/315384232/](https://www.meetup.com/livelaughlovesg/events/315384232/)** 🎤 **Join us for a fun-filled multilingual karaoke night!** **Sing along to songs in a variety of languages. So far, participants have signed up to perform English, Mandarin and Malay songs, with more languages welcome! Plus, there are restaurant vouchers to be won at this event!** **Feel free to bring your own dinner and enjoy a relaxing evening of music, laughter and good company.** **Whether you're a local or an expat, young or young at heart, you're welcome to join us!** **Everyone is welcome regardless of race, language, religion or nationality. Bring your friends and family, and make special song requests for a truly personalised karaoke experience!** **If you are bringing your friends & family, please type your group leader's name when you RSVP so that the best arrangements can be made for you! For the shy ones, feel free to join us if you simply want to listen!** **Date: 28 June 2026 Sunday** **Time: 6.30pm to 10.30pm** **Location: Cash Studio Clarke Quay Central** 6 Eu Tong Sen St, #03-21, Singapore 059817 **Entry Fee: SGD18nett** **inclusive of FREEFLOW non-alcoholic drinks!** **IMPORTANT:** **1 You need to register for this event.** You have to pay a much higher entry fee & may not be guaranteed of a seat if registration is not done. **2 Upon entry, you have to make payment of SGD18nett to Cash Studio. Inform the staff you are there for a Meetup event & keep the receipt as proof of payment.** Thereafter, you will be given a wrist tag & you are free to move around the various themed rooms to enjoy the songs & ambience! **3 Participants are strictly not allowed to take photographs or video recording of others at the event without permission.** The organiser has the right to ban & evict anyone who refuses to adhere to this rule. **4 Photographs will be taken by the organiser at the event for marketing & publicity.** Should you be uncomfortable with that, kindly inform the organiser to omit you in the photographs. **5 Please be considerate. As seats are limited, kindly un-RSVP if you are unable to make it.** **6 Please ensure you have no close contact with Covid-19/Mpox positive person(s) within the last 5 days.** **7 Please wash your hands with soap & be hygienic at all times. If you are playing someone else's games, kindly ensure your hands are clean & have no food etc.** You wouldn't like it if others dirty your games right? **8 Please take turns & wait for your turn *(one song per turn)* to sing.** This is to ensure that everyone has a chance to participate in the singing. **9 No form of solicitation, MLM, investment, scam or harassment will be tolerated.** Kindly inform the organiser on the spot should you encounter anything that makes you uncomfortable. **10 Please take care of your personal belongings. Exchange of any contact information is solely at your own discretion. The organiser is not accountable for any incidents or loss of personal belongings.** **The organiser reserves the right to deny entry to anyone who fails to comply with the rules.** **By signing up for this event, I agree to the terms & conditions stated above to ensure a safe and conducive environment for all! :)**

Note: This sign-up is **exclusively for SMU students.** Are you interested to try out modern AI-powered development workflows? 🤖✨ Join us for an exclusive hands-on workshop with AWS and Kiro where you will learn how to use Kiro and explore the powerful tools available within the Kiro IDE to build real-world projects more efficiently 🚀 This session will include guided workshops, live demonstrations, and opportunities to connect with fellow student developers and industry professionals from AWS 👨‍💻👩‍💻 🍕 Dinner and swags will be provided 🎁 💻 Bring your own laptop and charger for the workshop 🚀

**[CONFIRMED TRIP]** **GUNUNG LEDANG @1276m (MT OPHIR) REWARDING HIKE** **27 June 2026 (Sat 12am-10pm)** **Cost: $170/person** **4 persons sign up and payment together is $160/person** **INTERESTED, WHATAPPS 94884478 Wilfred or RSVP via Meetup:** [https://www.meetup.com/lets-go-travelling-hiking/events/315006764/](https://www.meetup.com/lets-go-travelling-hiking/events/315006764/) **◾Attractions/Things To Do:** Gunung Ledang is a mountain in the Gunung Ledang National Park located in Tangkak District. The summit is located between the border of Muar and Malacca. Standing at 1,276 m (4,186 ft) ,with a clear trail leading to the peak, the mountain is a popular destination among amateur climbers. Mount Ophir is 64th highest mountain in Malaysia and arguably the most climbed mountain in the country. This hike is not for beginner or with height phobia hikers. 🔺You need to have a good fitness level (exercise regularly)and relevant trekking experience to sign up for this hike. [https://www.justrunlah.com/2018/08/15/my-gunung-ledang-hike-4th-august-2018-by-stargazer/](https://www.justrunlah.com/2018/08/15/my-gunung-ledang-hike-4th-august-2018-by-stargazer/) **“Video Highlights of 15-16 July 2022 Ophir Hike”** [https://youtu.be/5MzhzRhUF88](https://youtu.be/5MzhzRhUF88) **◾PAYMENT:** Please Paynow $xxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt **◾INCLUDE:** \* Transportation Van < 14 person Bus >15 person \* Group Dinner is included if group-size 10 or more \* Mountain Guide/s \* Hiking Permit \* 1 Event Host **◾EXCLUDE:** •Personal Insurance •Items Not Mentioned In Itinerary •Penalty of RM100/person imposed if reporting after 7pm. (The money is paid to the guide for working Over-Time) **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD** **To Connect With Us:** **1\. Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg)** **2\. Whatapps Channel:** **[https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l)** **3\. Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar)** **◾Suggested Itinerary:** **(Sat)** 12am- Marsiling MRT Bus Stop 1205am-Depart 230am-Pagoh R&R (Stop over to rest and sleep in the bus. Those cannot sleep can eat & drink at the 24 hour cafe) 430am-Brush Teeth / freshen up 5pm- Bus Departs 530am Tangkar Coffeeshop for breakfast & pack lunch 645am-Bus Departs 715am-Mount Office HQ for Registration 745am-Briefing and Start to Hike 1230pm-Summit & Lunch 5pm-Reach the park office and declare the items 515pm- Go shower 6pm-Depart for Dinner 630pm- Chinese Restaurant Group Dinner 730pm-Depart to JB Custom 930pm-JB Custom 10pm-Marsiling MRT **◾Disclaimer, Indemnity and Terms of Participation:** \-\-\-ACKNOWLEDGEMENT TO OUR TERMS & CONDITIONS\-\-\- PLEASE READ THIS LINK FOR T&Cs BEFORE YOU RSVP: [https://www.wilfredtravel.org/terms-and-conditions](https://www.wilfredtravel.org/terms-and-conditions) **\*BY PARTICIPANTION, I HAVE READ, AGREED & ACCEPTED TERM & CONDITION:\*** **❈THIS TOUR IS ORGANIZED BY:** TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD TA License No: 03066

**Dates:** * 13 June 2026 * 27 June 2026 * 11 July 2026 * 25 July 2026 **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.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

The topic for July is "Shoes" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**What is a send-off?** Before we head to St. Louis for the Barbershop Harmony Society International Convention, The Alliance opens its doors to the community for a **free** preview of our competition set. This gives us the opportunity to perform in front of an audience before we take the international stage. We would love to see you there!

Come join us for lunch together at Bendi Wok, one of my favorites!

At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment. Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.

Join us as we get together to get together to help those in need at this CMG Gives Back event! We have a great little community of Movie Group friends so rather than see a movie this time, we’ll help “Create a better world” by helping serve those in need. NOTE: We’re switching it up this time and going with a DINNER shift on Mon, 7/6. Here are complete details and our plan for this event: FAITH MISSION – GRANT KITCHEN: The Faith Mission kitchen and dining room serves residents 3 meals a day, every day of the year. For this event, our group will help prepare food, serve meals, assist residents in the dining room, wash dishes, and clean surfaces. PLAN: We will be preparing / serving / cleaning for DINNER from 4:30 to 6:30pm and have space for a total of 7 volunteers. Please arrive at 4:20pm and wear closed-toe shoes and long pants. LOCATION: Faith Mission – Grant Kitchen is located at 245 N. Grant Ave. Enter the kitchen at Dock 1 (in the back of the building), indicated in the attached map. On-site parking in the adjacent lot and street parking are available in the surrounding area. Below are some links / attachments with additional info/details: IMPORTANT REMINDER: Our group will be providing all of the volunteers on this day so a firm RSVP count is essential. Please only sign up if you are certain you’ll be able to attend. If something unavoidable comes up, please try to update your RSVP no later than one week prior to the event. With few exceptions, no shows or cancelations within 1 week of the event will not be eligible for future CMG Gives Back events. I appreciate your understanding as we try to ensure the agencies have the volunteers needed to provide the essential services they provide to the vulnerable population they serve. Our Partner Agency for this event is Lutheran Social Services! A huge THANK YOU to those volunteering at this (or any of our previous or future) CMG Gives Back events! Look forward to seeing you there, Dan