Patent

​**Sogni × Base: Building Real AI Agents with OpenClaw (Workshop + Demo)** ​We’re hosting a hands-on meetup to share how we’re actually using **OpenClaw** in production at **Sogni AI**: what worked, what broke, and what we’d do differently if we started today. ​This session is for builders, founders, and tinkerers who want to move past demos and into real, usable AI agents. ​What we’ll cover: * ​ **Using OpenClaw for Business at Sogni AI** How we integrated OpenClaw into real workflows, the trade-offs we ran into, and lessons learned running it in a live environment. * ​ **Building the Sogni OpenClaw Plugin** A walkthrough of how we built and shipped our open-source OpenClaw Skill: [https://www.npmjs.com/package/sogni-gen](https://www.npmjs.com/package/sogni-gen) * ​We’ll break down architecture decisions, integration patterns, and how you can extend it for your own use cases. * ​ **Adding Voice to Your Agents (Open Source)** How to add **speech-to-text** and **text-to-speech** using **Sogni Voice**, our open-sourced voice stack: [https://voice.sogni.ai/](https://voice.sogni.ai/) * ​We will also show practical examples of voice-enabled agents in action. ​Who should come * ​AI / agent builders * ​Web3 & Base ecosystem developers * ​Founders experimenting with automation and AI workflows * ​Anyone curious about OpenClaw beyond “hello world” ​Expect real demos, honest lessons, and plenty of room for questions and discussion. ​See you there!

*Only for Fully Vaccinated* 3 tables booked • $4 payment/pax is required • Preferred payment by PayNow to my mobile 96200515 • Pass it to me during/after the game. Participants: Preferably from lower Intermediate to upper Intermediate level; No age limit. REMARKS: In sport wear and bring your own bat. Balls and net are provided. Please update your RSVP at least one day before so the members who are on the waiting list won't be deprived of the chance to participate. For those who are in the waitlist, please do cancel your waitlist to not joining if you decided not going. Reason for the waitlist may automatically be RSVPed when any RSVPed member cancelled to not joining and you would become depriving those who are in the waitlist too if you did not turn up for the TT meetup. Thanks for your understanding and support!

**Event Date:** Tuesday, 24 February 2026 **Venue:** Flo Energy 270 Middle Rd, #02-01, Singapore 188993 **\#\#\# No food is provided for this meetup \#\#\#** **Venue Sponsor:** Flo Energy \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Presentations** **Topic: Automation with [Operaton ](https://operaton.org/)** **Speaker:** Abu Talha, Software Engineer, Flo Energy Pte Ltd https://www.linkedin.com/in/abu-talha-ali/ **Description** This presentation showcases how Singapore's fastest-growing green energy retailer (Flo Energy) leveraged Operaton to revolutionize their operational efficiency. As the demand for renewable energy surges, manual processes can become a bottleneck to growth; this session is a perfect introductory overview of Camunda's Operaton and explores the journey of how we keep the green energy flowing to our customers with a robust, automated engine. In the competitive Singaporean energy market, speed and reliability are the primary differentiators. By integrating Operaton, Flo didn't just automate tasks — we built a scalable architecture capable of supporting the nation's green energy goals without increasing overhead. **About Abu** Software Engineer with deep focus on automation \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Topic: Let's Master Vim** **Speaker:** ZENG Linlin, Machine Learning Engineer https://www.linkedin.com/in/linlin-zeng-b62ab8154/ **Description** 1\. The benefits of Using Vim 2\. Some command Vim Command 3\. Practise Skills **About Linlin** Hi everyone, I’m Linlin. I’m currently an ML Engineer. My day-to-day involves building scalable AI infrastructure and deploying LLM systems using tools like Kubernetes, AWS, and Docker. My vim skills started as a personal interest in mastering the keyboard , then has gradually matured into a fundamental part of my professional toolkit. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Schedule:** 7:00 to 7:15 - Event Registration & Networking 7:15 to 7:20 - Introductory Remarks 7:30 to 8:00 - Topic 1 8:00 to 9:00 - Topic 2 9:00 - Supper **About JuniorDevSG:** 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.

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.

Join us for an evening of deep technical insights into the future of AI-assisted software development. This meetup brings together industry leaders to explore cutting-edge approaches to agentic engineering, from specification-driven development to preserving human flow states in AI-powered workflows. **Venue:** Suntec Tower 3, 8 Temasek Boulevard, #30-01/02, Singapore 038988 **Date:** 25 Feb **Schedule:** * 6:00 PM - 7:00 PM: Registration & Networking * 7:00 PM - 9:00 PM: Speaker Sessions & Q&A ## Featured Speakers **Sergey Saburov, Director of Software Engineering, Acronis** **Topic:** *Spec-Driven Development: Modern Strategies for Human-AI Collaboration* Dive into an in-depth comparison of specification-first methodologies in the era of AI-assisted engineering. This session evaluates different approaches to Spec-Driven Development (SDD), contrasting rigid, blueprint-heavy frameworks with lightweight, iterative change-tracking systems. Sergey examines practical workflows—from initial design to automated implementation—discussing how treating specifications as the "Source of Truth" helps teams eliminate technical debt, minimize AI hallucinations, and maintain architectural integrity in complex codebases. **Sanjeev Solanki, NLP Lead Engineer (AI),** **Constructor Technology** **Topic:** *AI Research Assistant: From Papers to Production with Agentic AI* This talk explores how AI can go beyond chatbots to become a structured research collaborator. We’ll look at an AI Research Assistant that reads papers, analyzes code, understands datasets, and generates executable plans using multi-agent orchestration. Learn how agentic workflows and context engineering help reduce hallucinations and bridge the gap between research ideas and production-ready solutions. **Ake, Developer Experience Director, Chainstack** **Topic:** *Building a Flow State Companion for Agentic Coding* We as humans have the capability of entering flow states—the deeply productive, creative, and rewarding sessions that almost always produce the best results. Flow requires consciousness. AI doesn't have one, and it can easily snap yours. Multi-instance agents, parallel workflows, and orchestrated swarms are TikTok for builders. In this talk, Ake shares his experience building a solution to protect flow, navigating the intricacies of cognition and metacognition along the way. ## What to Expect * Cutting-edge insights into AI-assisted development workflows * Practical strategies for human-AI collaboration * Networking opportunities with engineering leaders and practitioners * Q&A sessions with industry experts **Registration opens at 6:00 PM. We look forward to seeing you there!**

*Only for Fully Vaccinated* 3 Tables booked • $4 payment/pax is required • Preferred payment by PayNow to my mobile 96200515 • Pass it to me during/after the game. Participants: Preferably from lower Intermediate to upper Intermediate level; No age limit. REMARKS: In sport wear and bring your own bat. Balls and net are provided. *Only for Fully Vaccinated* 3 Tables booked • $4 payment/pax is required • Preferred payment by PayNow to my mobile 96200515 • Pass it to me during/after the game. Participants: Preferably from lower Intermediate to upper Intermediate level; No age limit. REMARKS: In sport wear and bring your own bat. Balls and net are provided. If you are in "Going list" or if u r in "Waitlist" and you decide not to Wait in Waitlist or decided not Going, you need to do "Edit RSVP" (located on the bottom right button) to "Not Going". Your cancellation only would allow your booked slots to be opened for the next genuine players. Please "Edit RSVP" at least one day before event date, so that waitlist would have enough time to prepare their sport gear. This Meetup APP runs automatically and those on waitlist please check your RSVP status for update. Meetup APP may or may not send notification that you are already in Going list, and no excuse for no notification received from Meetup APP. Any last minute cancallation in less than 24 hours or no show would still need of your contribution fee. Thanks for your understanding!

**\*\*\* Please register at** [https://shorturl.at/df4dn](https://shorturl.at/df4dn) **\*\*\*** **Super-Individual Secret Club (SISC): The Money Laundering AI Chapter** 27 February 26 (Fri) 7pm to 10pm Register to see Address [https://shorturl.at/df4dn](https://shorturl.at/df4dn) We’ll explore how Money Laundering and AI intersect — AI as both a powerful tool for detecting illicit flows and a force that can automate financial crime at scale. Are we entering the era of algorithmic crime and algorithmic enforcement? **​Expect demos, discussion, and ideas worth stealing.** **Register now! →** [https://shorturl.at/df4dn](https://shorturl.at/df4dn)

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-26feb2026-mc) only.** * Seats are on a first-come, first-served basis. * For admission into our event space, please register beforehand via GovEntry only. * Please present the QR code within your registration confirmation email upon check-in at our event space. **About this Meetup** In this STACK Meetup, hear from the GovTech’s Data Practice and SG Gov teams on how data platforms are engineered to optimise the sharing of data sets to create smarter workflows and deliver more efficient, future-proof government services.​ ​ Learn from real-world examples of logical data harmonisation and find out how a game-changing approach to overcoming data silo challenges helped URA urban planners work collaboratively. Go on a journey with Singpass as they explore the tech side of shifting analytics workflows and optimising user experience with security, speed, and accessibility in mind. ​ ​ Stay on for a dynamic Panel Discussion featuring insights from industry partners on the future of data sharing too!​ Join us today. Seats are limited so **[sign up](https://go.gov.sg/stackmeetup-26feb2026-mc) now!** **Programme** 6:30pm: Networking (Light food available) 7:00pm: Introduction By STACK Community 7:05pm: Opening By Yap Ghim Eng​, Head of Data Practice, GovTech Singapore 7:15pm: Building URA's Planning Sectorial Data Hub (PSDH)​ By Blossom Tang​, Senior Systems Analyst, Design & Planning Lab,​ Urban Redevelopment Authority (URA)​; and Ng Lee Ning, Data Engineer, Data Practice, GovTech Singapore 7:35pm: Singpass Data Platform: Data-Driven Decisions with ML & AI​ By Ian Ho​, Senior Manager, Data Science, Singpass​, GovTech​ Singapore; and Syahri Ikram Ismail, Data Engineer, Singpass, GovTech Singapore 8:05pm: Panel Discussion Panellists * James Toh, Solution Engineer, Snowflake * Simon Tschöke, Senior Solutions Architect, Databricks Moderator * Yap Ghim Eng, Head of Data Practice, GovTech 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-26feb2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

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/

With the rise of AI, software and application development is changing fast. Today, it’s less about whether you code in Vue, React, or another framework—it’s about **how you leverage AI-driven development** and which languages and frameworks work best with LLMs. At this meetup, we’ll explore how AI is transforming software development. Even if you focus solely on frontend, you’ll discover new approaches and practices that can reshape the way you build applications. Join us to discuss **Agentic Engineering** and the new horizons AI opens for developers!

**You asked, we listened - our free n8n Intro to Automation workshop is back by popular demand!** **Secure your spot for this free workshop by registering here: [lew.ag/workshops/intro-to-automation](lew.ag/workshops/intro-to-automation)** The workshop will take place around Cuppage Rd. **Exact venue details** will be shared via email with confirmed participants closer to the event date. \-\-\-\-\-\-\- **️ About the Workshop** At Le Wagon, our mission has always been to help professionals future-proof themselves in an ever-changing world. As AI continues to evolve at breakneck speed, it’s becoming increasingly difficult - especially for busy working individuals - to keep up with what’s relevant, and the risk of falling behind is real. That’s why we created this workshop - a fast, hands-on way to learn and stay relevant with practical & essential skills you can apply at work & daily life. Join us for our free hands-on n8n 1-day workshop where you’ll learn how to **build your own automations using n8n** \- without writing a single line of code\. In just 3 hours, we’ll teach you how to create simple automations and AI agents using real-world examples, automate tasks in your work and daily life, and optimize workflows to work smarter, not harder. \-\-\-\-\-\-\- **This is your chance to:** ⚡️ Experience the real power of creating your own automations & AI agents (fair warning: they’re addictive). Actively stay relevant without the overwhelm, whether you’re just curious or future-focused. Connect with people who care about learning continuously and adapting to how work is evolving. Open to anyone from any background! No prior tech experience needed. \-\-\-\-\-\-\- **Please note:** **Spots are limited**. Register your interest early to secure a seat. You will need to have a **paid LLM tool** for this workshop. We will register for n8n on the workshop day itself. The workshop will be held at Cuppage Rd area. The **exact venue details** will be emailed to participants who have confirmed their spot through the registration link provided. *** See you there ☺️

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

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

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

We may pick a specific topic and post in advance or may discuss current events and various ad hoc topics . We would love to spend time hanging out and getting to know one another. Atheist, agnostics, other non-theists, and atheist-friendly people are welcome to join us. Note: COUNT operates a Facebook page at www.facebook.com/groups/COUNT.discussions (http://www.facebook.com/groups/COUNT.discussions/) to promote discussions among members and visitors.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. (NOTICE - Location change!) This session will be at the Karl Road Branch of the Columbus Library in the Conference Room 2.