Neo4j

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.

**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.

Pls note event has been CANCELLED! Hosted at Singapore's cozy Japanese Resto Teppan Works, Vegan Teppanyaki Night is an exclusive, plant-based culinary showcase curated by Chef Ogata Keita. Date: June 25, Thursday Time: 7pm Cost: $99++ Address: Teppan Works, 42 Tras Street S(078981) Reservation: **Please whatsapp Chef Keita at +65-9834-0466 for bookings and enquries** Limited to 20pax only Meetup link: https://www.meetup.com/singapore-vegetarian/events/314971734 Menu at Teppan Works Seasonal side dish Plant based squid teppanyaki grill Plant based beef teppanyaki grill Kimchi grill Vegetable teppanyaki grill Yakisoba noodles Teppanyaki fried rice [#Japanesevegan](https://www.facebook.com/hashtag/mexicanveganfood?__eep__=6&__cft__%5B0%5D=AZU8O1P97rCNLEZ4Dx5gpvsYKyBw9OgiNy64MOYQY-cOLR54DWVeAFYe9TEUxEjgYuaDVHVu7wQpg7J-9PFds2hkyg9prWa_8PDYBIznNTE8-I3eH-LceARzn5FS50YpC5I&__tn__=*NK-R) #veganteppanyaki

**RSVP here: [https://luma.com/469nzlb5](https://luma.com/469nzlb5)** System design interviews can feel intimidating, but they don’t have to be. As part of the **Code Mentoring Programme**, we’re bringing together engineers, job seekers, mentors, and mentees for a practical workshop on how to approach system design interviews with more clarity and confidence. Led by **Victoria Lo**, Solutions Engineer Lead and WomenDevsSG Director, together with **Aishwarya**, Community & Programs Lead, this session will walk through a repeatable framework for structuring your answers, communicating tradeoffs, and focusing on what interviewers actually want to see. Instead of memorising patterns, you’ll learn how to apply a method to any system design problem. Through a guided case study, we’ll cover how to: ✅ Break down requirements, entities, and APIs ✅ Sketch a high-level architecture ✅ Dive deep into critical design areas ✅ Practise applying the framework in real time with other attendees 🎯 **Who this is for:** Engineers, job seekers, and professionals preparing for technical interviews who want to build confidence in tackling system design questions. 📅 **Date:** 25 June 2026, Thursday 🕖 **Time:** 6:30 PM – 9:00 PM 📍 **Venue:** The Trade Desk 🔗 **Register to be a mentor or mentee:** Apply by **15 June 2026** → [https://linktr.ee/juniordevsg_mentoring](https://linktr.ee/juniordevsg_mentoring?utm_source=luma) Come ready to learn, practise, ask questions, and grow together. ​**Venue Sponsor:** The Trade Desk

**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!]

* 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

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)

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 🚀

🎓 SIT Student-Only Event Join us for an evening of hands-on learning with Kiro and modern AI development workflows. Students will have the opportunity to explore real-world AI tooling, build projects, and connect with fellow student developers and industry professionals across Singapore universities. 📍 Venue Amazon Web Services (AWS) Singapore 2 Central Boulevard, IOI Central Boulevard Towers, Level 5, Singapore 🚆 Getting There by MRT Downtown MRT Station (3-minute walk) • Take Exit E • Walk straight and cross the road towards IOI Building • Take the escalator up to Level 2 • The East Tower lobby will be on your left Shenton Way MRT Station (5-minute walk) • Take Exit 3 • Walk through Asia Square and cross Commerce Street • Enter IOI Building and turn left • Take the escalator up to Level 2 🍕 AWS will be providing food, refreshments, swags, and workspace access for participants. 💻 Please bring your own laptop and charger for the workshop.

Hi everyone, We will be having our monthly meetup event on 27th June Saturday at 2pm at Two Blur Guys cafe (Level 2 Lecture Room) at 387 Jalan Besar. Look for Mr Teddy Lee when you reach the place. My hp no. is 9645 7493. This is a AI Lead Generation Masterclass and networking event for everyone interested in AI or ChatGPT and to discuss about the latest developments in the use of AI for Lead Generation. You can join our LinkedIn group at [https://www.linkedin.com/groups/14301790/](https://www.linkedin.com/groups/14301790/) and also our Telegram group at [https://t.me/+oJTJ-6fBKs04MTI1](https://t.me/+oJTJ-6fBKs04MTI1) Event Description: ✅ How AI is transforming lead generation and telemarketing ✅ Common challenges in traditional sales prospecting and how to overcome them ✅ How AI-powered calling can engage prospects 24/7 ✅ Best practices for qualifying leads automatically before handing them to your sales team ✅ Real-world examples of businesses using AI to increase productivity and reduce operating costs ✅ How to integrate AI outreach into your existing sales process Speaker: Eron Hwang • **Eron Hwang** has built his career around helping businesses acquire customers and secure growth opportunities. Beginning in the IT industry before moving into insurance advisory and SME financing, he has accumulated over 8 years of experience in sales, business development, and client engagement. • As an advocate for AI-driven business solutions, Eron now works with companies to modernize their lead generation processes through AI telemarketing and automation technologies. His sessions focus on practical, real-world strategies that help SMEs increase sales productivity and stay competitive in an evolving business landscape. Agenda • 2pm start of registration • 230pm start of sharing by the speaker from AI Nexus Communications Pte. Ltd. • 250pm Q&A session • 3pm start of networking event • 4pm end of event Note: Please bring along your name cards for networking purposes or exchange your LinkedIn profile is also possible.

Fellow board game and card game lovers, looking for a place to play MTG Commander? Or looking to learn how to play Magic The Gathering? Come join us this Tuesday and have a fun filled, fireball swinging, dragons casting night! Bring your own commander deck (any bracket) or just bring yourself and your friends if you’re coming to learn how to play! All Gender welcomed! Venue: Unsalted By Lazy Potato Address: 17A Jalan Klapa #02-01 S(199329) Time: 7pm til late Entry: $6 What you get: 1 Magic the Gathering Play Booster Pack + 1 canned drink

To confirm your participation, please email **completeme@outlook.sg** or WhatsApp **(65)** **81252321** us at least 3 days before the event. Please note that marking yourself as “Interested” on Meetup does not confirm your slot. Kindly contact us early to secure your place. **Walk-ins are not allowed.** This is not a typical singles event. Our Private Singles Event is a carefully curated experience for invited singles who are genuinely seeking meaningful, committed connections with like-minded individuals. Guests are thoughtfully selected based on key factors such as age group, educational background, interests, religion, career, and family goals. We all naturally hope to meet someone who shares many of our preferred qualities. While it is wonderful when these align in one person, it may not always happen perfectly or immediately. This experience is thoughtfully designed around that. Instead of focusing on “finding everything in one person,” we bring together individuals with meaningful overlaps — creating space for genuine chemistry and connection to develop naturally. With a more curated guest list, this format is intentionally designed to improve mutual match compatibility more effectively compared to our usual speed dating events. By thoughtfully selecting participants based on key compatibility factors, we aim to create a higher-quality environment where conversations feel more aligned. To elevate the experience further, we have specially rented a private function room in a 5-star hotel, providing an elegant, comfortable, and premium setting for this exclusive gathering. **How it works:** All interested participants are required to register their interest by 14 June, 12pm first. It is free-of-charge. We will then carefully review and select the final list of invited singles by 17 June. Selected participants will be given 24 hours to **complete payment of $88 via PayNow or PayLah** to confirm their seat. If payment is not received within the timeframe, the slot will be released and offered to the next person on the waiting list. We are expecting a group of 16 - 24 participants, ensuring a comfortable and engaging atmosphere. Each participant will have the opportunity to meet everyone of the opposite gender. This is not a direct matchmaking service where we pair people one-to-one. Rather, most participants within the curated group will share some common overlaps and similarities, allowing individuals to naturally explore who they feel the strongest chemistry and connection with. At the end of the session, our mutual matching process helps your newfound connections continue beyond the event, giving meaningful connections a chance to grow. Your experience doesn’t end there. You will be invited to a private Telegram group for one week, providing the opportunity to continue conversations either in the main group or privately with your matches. Your ticket includes: ✨ 1 coffee/ tea & 1 slice of cake ✨ Guided group rotations ✨ Mutual matching ✨ A week-long facilitated Telegram chat group If you’re looking to meet new people, expand your circle, and potentially discover someone special — this is an event designed for you. **Cost:** Lady's Ticket $88 Gentleman's Ticket $88 This event is organised by **CompleteMe Dating Agency**. Founded in 2012, CompleteMe is a Singapore-based dating agency known for its curated dating events and speed dating sessions designed for working professionals. Having organised over 1,000 dating activities, the agency has helped countless singles meet, connect, and build meaningful relationships over the years. As a legit dating agency, CompleteMe conducts verification checks to ensure that all participants are legally single.

Check out LGBTQ Hangouts SG/Peer social support https://www.meetup.com/lgbtqhangouts on Meetup https://maps.app.goo.gl/kzTFisJcnsmggZ5g8

**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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow

**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** *Customize the IDE: Building Extensions for Visual Studio Code* Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs. In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling. The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options. **YouTube Link** TBD

Our next much-awaited **COLUMBUS** meetup is **Tuesday June 30th from 7-10 pm EST at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new ones! Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect. Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

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