Artificial Intelligence Applications

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-21may2026-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** As AI reshapes the future of defence, how do we stay ahead of machine-speed threats? Dive into the high-stakes world, where AI meets modern security, as we explore the critical intersection of AI-driven resilience and the next frontier of digital warfare. This session unpacks what it takes to stay "In Command" in an increasingly complex landscape, covering the evolution of security operations, strategic leadership, and the transition to post-quantum security. By connecting technical innovation with strategic leadership, we provide the insights needed to navigate today’s dynamic threat landscape. [Join us](https://go.gov.sg/stackmeetup-21may2026-mc) to gain the practical tools to fortify your organisation and lead with confidence in this new era! **Programme** 6:30pm: Networking 6:55pm: Opening Announcements 7:00pm: The Threat Landscape Shift with Claude Mythos By Sean Lim, Security Engineer, Vectra AI 7:10pm: Overwhelmed to 'In Command': How AI‑Driven Defence Empowers Modern SecOps By Jason Heng, Regional Director, Rapid7 7:20pm: Power the Agentic Security Operations Center (SOC) By Jeff Yeo, Leader Solution Engineering, Splunk 7:30pm: Can You Trust Your AI Agents? Evaluation-driven AI for Cyber Intelligence Operations By Simeon Tan, Co-Founder and CTO, Protos Labs 7:40pm: Transitioning from Red to Blue in the AI Era: The CISO Navigator By Terence Teo, Chief Information Security Officer, Ministry of Sustainability and the Environment 7:50pm: Beyond the Hype: What Post-Quantum Security Actually Looks Like in Practice By Regal Star, CEO, ZENTARA Technologies 8:00pm: Closing 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-21may2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

**\*\*This post is for announcement purposes only. To register, visit [https://www.eventbrite.sg/e/the-ai-extinction-event-why-agile-is-the-only-way-project-managers-survive-tickets-1988265035243/](https://www.eventbrite.sg/e/the-ai-extinction-event-why-agile-is-the-only-way-project-managers-survive-tickets-1988265035243/)** **📍Titansoft has moved to a new location at 15 Harvey Road.** AI is not just knocking on the door; it has already broken it down. Traditional project management—gantt charts, routine scope tracking, and basic WBS generation—is being automated at a terrifying speed. We are facing an extinction-level event for the "administrative PM." In this new world order, Agile is no longer just a framework; it is your only survival mechanism. The irreplaceable human elements of Agile—adaptability, complex decision-making, and navigating human chaos—are the only shields against being completely replaced by algorithms. In this session, we will face this harsh reality and discover together how we can leverage AI rather than being replaced by it. We will explore four cutting-edge, AI-powered approaches designed to augment the irreplaceable human PM. Join us to understand why you must evolve your Agile mindset today, or risk becoming obsolete tomorrow. **ABOUT THE SPEAKER** **Tao Chun Liu** (also known in the community as "PM Mayor") is a Global AI Subject Matter Expert (SME) with 9 years of hands-on experience in AI project implementation and over 10 years in Project Management. He is the Founder of PM Mayors. With over 6,000 hours of teaching and mentoring experience, Tao Chun specializes in bridging the gap between advanced AI capabilities (such as AI Agents and Vibe Coding) and practical Agile methodologies.

Ready to learn a fun and exciting sport while getting some exercise? Our pickleball group classes offer a welcoming and supportive environment where you can learn and improve your skills while also making new friends. Our certified coaches will guide you through the basics of the game and help you to develop your technique and strategy. So, whether you are a seasoned athlete or just starting out, come join us for a thrilling and energizing game of pickleball! ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

Hello Gophers! Our **Ultimate Practical AI** workshop will be held on **21 May 2026**, before our GopherCon Singapore 2026 conference. You can buy tickets for the conference and this workshop at our [GopherCon Singapore 2026 website](https://2026.gophercon.sg). Workshop description follows: This is a hands-on, full-day workshop where you'll build a complete AI-powered application in Go — from first prompt to production-ready system. You'll start by connecting your Go application to a language model and grounding its responses in real data using Retrieval-Augmented Generation (RAG). Then you'll give it the ability to act on the world through Tool Calling, Function Execution, and the Model Context Protocol (MCP). With the core system working, you'll learn the advanced optimization techniques that separate prototypes from production — speculative decoding, semantic caching, and intelligent model routing. Finally, you'll harden everything against the security threats unique to LLM-powered systems, from prompt injection to data exfiltration. Each part builds on the last. By the end of the day, you won't just understand these concepts — you'll have built, optimized, and secured a working system that retrieves, reasons, and acts. ### Full Curriculum #### What a Student Is Expected to Learn By the end of this workshop, you'll leave with working code, a production-ready mindset for AI-powered Go applications, and hands-on experience across the full stack: retrieval, action, performance, and security. 🚀 ##### Part 1: Ground It — Retrieval-Augmented Generation (RAG) in Go * **Understanding RAG Concepts** – Improve responses by dynamically retrieving relevant context rather than relying solely on static training data. * **Ingesting and Processing Documents** – Build pipelines to index and retrieve documents from client systems. * **Interacting with AI-Compatible APIs** – Learn how Go applications can connect to local inference engines, OpenAI-compatible servers, or cloud AI services. * **Optimizing Performance & Latency** – Implement caching, batching, and parallel processing to enhance efficiency. * **Using Vector Databases** – Store and search embeddings with tools such as Chroma, Pinecone, Weaviate, Milvus or pgvector in PostgreSQL. ##### Part 2: Make It Act — Tool Calling, Function Execution & MCP in Go * **How AI Uses Tool Calling** – Enable external system control by allowing AI to invoke predefined functions in Go. * **Building Function Calls with OpenAI-Compatible Systems** – Define structured function inputs and outputs for AI-driven interactions. * **Connecting to External APIs & Databases** – Trigger real-world actions, query databases, and automate workflows. * **Handling Responses & Errors** – Ensure safe and reliable execution of AI-invoked functions. * **Introduction to the Model Context Protocol (MCP)** – Understand how MCP standardizes the way models discover and invoke tools. Build a simple MCP server in Go that exposes tools to any MCP-compatible client, showing how it compares to direct function calling. ##### Part 3: Make It Fast — Advanced Optimizations * **Speculative Decoding** – Use a smaller draft model alongside a larger verification model to get near-large-model quality at small-model speeds. Applicable to both local inference libraries and serving engines that support it natively. * **Automatic Prefix Caching & KV Cache Reuse** – Structure multi-turn conversations so shared prefixes (system prompts, conversation history) are cached and reused across requests, avoiding redundant computation. Manage message arrays carefully to keep prefixes stable across turns. * **Semantic Caching** – Embed user queries and check vector similarity against cached query-response pairs, returning cached answers for semantically equivalent questions without running inference — implementable in Go with any embedding model or API. * **Adaptive Retrieval** – Use a lightweight classifier or a small local model to decide whether RAG context is needed at all, avoiding irrelevant context injection that can degrade response quality. * **Cascading Model Routing** – Route queries to different models based on complexity: a fast small model for simple questions, escalating to a larger model only when confidence is low, implemented as Go middleware. ##### Part 4: Lock It Down — Securing LLM-Powered Go Applications * **Prompt Injection Defenses** – Understand direct and indirect prompt injection attacks, and implement role separation, input sanitization, and detection strategies. Demonstrate how injected instructions in user input or retrieved documents can hijack model behavior. * **Securing Tool Calls** – Apply least-privilege principles to exposed functions, prevent command injection from model output, and enforce authorization checks before execution. * **RAG Pipeline Security** – Guard against data poisoning and indirect injection via ingested documents. Show how a malicious document in the vector DB can manipulate retrieval results and model responses, and defend with access controls, relevance thresholds, and content isolation. * **Output Sanitization & Exfiltration Prevention** – Sanitize model-generated content before rendering in web UIs to prevent XSS. Defend against data exfiltration where the model encodes sensitive retrieved data into tool call arguments targeting attacker-controlled endpoints, using domain allowlists and egress filtering. * **Chain-of-Call Escalation** – Show how a model can chain multiple tool calls in a single turn to escalate privileges. Implement call budgets, supervision layers, and human-in-the-loop checkpoints in Go.

***Adult Basketball (Ages 18+) – “Game Ready”*** Whether you’re a beginner or an experienced player, our adult sessions provide skill development, fitness training, and competitive play. These sessions focus on shooting accuracy, defensive strategies, and game execution, ensuring players stay sharp and active. ### **Address** 604 Elias Rd, Block 604, Singapore 510604 ### **Schedule** Thursdays 5PM - 6PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

Meet: Canberra MRT Station (NS12) Passenger Service Centre When: Thursday 21st May - 5 pm Event communication will be through the event chat. Please check the event chat on the day of the event to stay updated on any changes.\*\*\* Start our journey from Canberra MRT as we walk towards Sembawang Park facing the Straits of Johor. Sembawang Park is one of the few parks with a naval history. During the war, it was used as the site of a Naval Base. Along the way, we will explore some tunnels and bunkers used during WWII, an ancient mosque, the secret beach, Eagle Point, Sembawang shipyard, and the colonial Black & White Houses built for the British Navy. We will end at Bukit Canberra hawker centre for dinner What to bring: \- Shades \- umbrellas \- Water \- Good walking shoes \- Long pants preferred \- Mosquito Repellent This is a Rain or Shine event. Where there are thunderstorms, we will adjourn for coffee or early dinner. We will resume the walk once the rain subsides. Event communication will be through the event chat. Please check the event chat on the day of the event so that you will be updated on any changes. Please try to be punctual. There will be 5 minutes grace for attendance taking. Please remember that we cannot wait because this would be unfair to those already present. Please keep in mind that I may not respond to messages sent after the walk starts because I will be busy helping the attendees and leading the walk. Please RSVP responsibly to help those on the waitlist get the chance to come for the walks. ***As a consideration for others, please confirm your RSVPs the day before the event to allow those on the waitlist sufficient time to schedule for the event.*** I may, at my discretion, place you in the waitlist so that others can join my walks. Thank you for your kind understanding. Disclaimer: Your physical well-being is your responsibility. Exercise care while you walk. Please let me know when you feel unwell and need to drop out. Walking comes with a risk of personal injury. ***By joining the walk, you accept responsibility for your safety and join the walk at your own risk. The organizer(s) will not be responsible or held liable for any accidents or injuries during or arising from the event.***

Boxing is a combat sport that utilises punches, footwork, and head movement. Also known as “The Sweet Science”, it is best known for its efficiency of hitting without getting hit. Students will be taught the proper mechanics behind generating fast and powerful punches, as well as evading punches through evasive movements and footwork. Classes are taught in a controlled and conducive environment to ensure the safety of all members. ### **Address** 701A Yishun Ave 5, #02-01A, Singapore 761701 ### **Schedule** Thursdays 530PM - 630PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

Welcome to my sailboat. **Please read this notice**. These are crew opportunities, not for passengers, non-swimmers, people afraid of the water or get seasick. Bring a change of clothes, a towel, a hat, non-marking footwear with heelstrap and sunblock. There is a toilet and drinking water on board. Participants like to contribute to expenses in appreciation of this opportunity. **Also**, please confirm your attendance by SMS or Whatsapp on Saturday for sailing on Sunday, to avoid no-shows and missed sailings. No-shows deprive others of a place, so be responsible and remove your reservation if you are not attending, and please do it in good time. Places unconfirmed by Saturday will not be reserved, and I can't wait for you if I'm not sure you're coming. Keep me informed and reply to my messages. Don't be late. Thank you. Derek 9807-5827.

Are you walking correctly? Walking is one of the most natural human activities, but most of us aren't optimizing our stride for health and fitness. It’s time to turn your daily steps into a powerful, fat-burning tool. Join us early for the MetaWellness Fat-Burning Walking workshop. This session goes beyond a casual stroll; it is an active workshop designed to teach you the biomechanics of mindful, effective movement. Led by **JJ Mok, Accredited Mindfulness Coach**, you will learn how to align your body and mind to increase fitness, aid weight loss goals, and completely transform the way you walk. **What You’ll Learn in This Session:** * **👣 Proper Walking Technique:** Forget lazy strolling. We will teach you how to develop strong posture and an engaging, powerful stride that protects your joints and engages more muscles. * **🔥 Fat-Burning Principles:** Discover the specific techniques that turn a regular walk into a calorie-torching workout, helping you burn more energy with every step you take. * **🧘‍♀️ Breathing & Mindfulness:** Learn to integrate mindful breathing with your movement. This enhances mental focus, reduces stress, and helps naturally boost your metabolism. **Who Should Attend:** This session is perfect for anyone looking to improve their physical health, lose weight sustainably, or simply gain more energy from their daily routine. All fitness levels are welcome. **Event Details:** * **Time:** 7:30 AM – 9:00 AM * **Location:** [Entrance](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")/[Exit A](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") - [Botanic Gardens MRT Station](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") ([CC19](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") / [DT9](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")) * **Instructor:** JJ Mok, Accredited Mindfulness Coach **What to Bring:** * Comfortable walking shoes or trainers * Water bottle * Sun protection (hat/sunscreen) if outdoors * An open mind ready to learn! **Start your weekend with intention, movement, and vitality. Secure your spot today!**

🌿 Saturday Sunset Walk: Punggol Coast to Lorong Halus Red Bridge 🌅 Looking to unwind and get some fresh air this Saturday? Join us for a relaxing late afternoon walk from Punggol Coast MRT station to Coney Island, ending at the scenic Lorong Halus Red Bridge. 🗓 Date: 28 February 2026 (Saturday)
⏰ Time: 3:00pm - 6:00pm (please arrive 10 minutes earlier)
📍 Meeting Point: NE18 Punggol Coast MRT (Passenger Service)
🕞 Meeting Time: 2:50pm We’ll stroll along the beautiful Punggol coastline, enjoy sea views, greenery, and possibly catch the sunset glow near Lorong Halus. Expect a casual pace — perfect for light exercise, friendly conversations, and de-stressing after a busy week. 💧 Bring water, wear comfortable walking shoes, and dress light. 

📸 Don’t forget your camera — plenty of photo-worthy spots along the way! This is a relaxed, no-pressure walk. All fitness levels welcome. Let’s move, chat, and enjoy nature together! See you there! 🌤️

This time we do a normal flat walk in the afternoon around 7km 1way.....@ Punggol water Park PCN(East) **Programme:-** 8:00am - Meet at MRT ground Level- Exit A 8:10 am - take walk 8:15am-9:30am - Break at Red Bridge; 9:35- 10:35am - walk to Punggol Coast (SIT) canteen 10:40am-11:15am - lunch 11:20am :-End / Go Home **Please bring following.** \- Water \- Money \- Camera\- \- Sun block A cheeful smile for this event Contact Bong Lam - 96 196 902 **For Member only**

Welcome to the enchanting world of **CAUCASUS** \- a region of spectacular alpine sceneries\, rich historical wonders\, culinary delights embraced by the genuine hospitality of its people\. Spanning **Eastern Europe** and **Western Asia,** it is situated between the **Black Sea** and the **Caspian Sea,** blessed with natural beauty and timeless heritage. So come, step on board and join us on this **13D Adventure** as we take you on this amazing journey to explore the **GREAT CAUCASUS** - **GEORGIA, ARMENIA and AZERBAIJAN**. From ancient monasteries and snow-capped peaks to vibrant cities and local traditions, get ready to experience a seamless, deeply moving adventure curated for those who seek authenticity and depth. Yes ... it’s a rare & unique opportunity for you to enjoy our specially curated itinerary with your fun-loving friends (suitable for solo-travellers & seniors as well) as we take you back in time to enjoy one of the world’s most captivating regions. From the ancient rock carvings of **Gobustan** to the stunning **Lake Sevan** and the solemn monasteries of Armenia, each destination promises an immersive experience like no other. With us, you will get to stroll around cosmopolitan **Baku**, lively **Tbilisi** with its cobbled streets and cozy **Yerevan** with its pink architecture and amazing views of **Mount Ararat** (the landing site of Noah’s Ark). This adventure will be accompanied by stunning views of the **Caucasus Mountains** in Spring with temperatures ranging from 12C - 21C. Here are just some of this Amazing Adventure **HIGHLIGHTS** – * *Iconic Gergeti Trinity Chutch* * *Views of Mount Arafat (Noah’s Ark resting place)* * *Etchmiadzin – World’s First Cathedral* * *Armenian Genocide Memorial* * *Sevanavank Monastery* * *Garni Temple* * *Lake Sevan* * *Geghard Monastery – a UNESCO World Heritage site* * *Gyumri* * *The sacred Khor Virap site* * *The impressive UNESCO Vardzia Cave Complex* * *Stalin’s Historic Town & birthplace with deep Soviet-era roots* * *Aragvi River* * *Kazbegi – alpine beauty & stunning landscapes* * *Ananuri Fortress* * *Mount Kazbek* * *Stalin Museum* * *Mtskheta* * *Ancient Jvari Monastery* * *Old World Charm of Tbilisi* * *Bridge of Peace* * *Sulfur Bath District* * *Narikala Fortress* * *Highland Park* * *Martyrs’Alley* * *Baku’s historic Old City* * *Maiden Tower* * *Shirvanshahs’ Palace* * *Magnificent Carpet Museum* * *Impressive Flame Towers* * *Gobustan National Park* * *Ateshgah Fire Temple* * *Bubbling Mud Volcanoes* * *Ancient Petroglyphs* * *Heydar Aliyev Center* * *Yanardag* * *Yashil Bazaar* * *Symphony of Stones* * *Baku Bay* * *Miniature Book Museum* * *Didi Baba Mausoleum* * *Shanakhi* * *Silk Road Village of Lahij* * *Sheki's UNESCO Old City* * *Palace of the Sheki Khans & Round Temple* * *Schuchmann Wine Chateau* * *Rezo Gabriadze Theatre's Clock Tower* * *Chronicles of Georgia* * *And more!* Yes! We’ll be covering most of the Top Attractions of these 3 countries plus some “off-the-beaten’ track and adding in some scenic leisure hikes (1 to 3 hrs) for you to fully enjoy the history & timeless beauty of these places. It will be a remarkable adventure with like-minded friends that we believe you’ll cherish and remember for a long time! \*\*\*\*\*\*\* **WHY SO CHEAP? - \*EUR 1895** **ONLY!** (\**This **Special Price** is only* *applicable* *for the **First 12 Slots.** Thereafter price will be EUR 2095. Remember there is **No Risk** to do the transfer early to be the **First 12 pax** as we'll **REFUND** you the Deposit if you're not impressed with our Specially curated Itinerary (with No Shopping) which we'll share with all who've transferred the Sincerity Deposit during the Trip Briefing.)* **PRICE INCLUDES:** * Luxurious 3+\* & 4\* Hotels (with good breakfast) * Other meals as per Itinerary * Main Group Transfers from/ to Airport * Guided walks/ hikes to secret unknown places * Accompanied by our TLC Tour Leader * English Speaking Local Tour Guides * A chance to visit & explore several **UNESCO World Heritage Sites** * **More than 30+ Amazing attractions/ historical sites** * Happy Hour Session (on Last Night) * Fun & laughter with new TLC friends! **EXCLUDES:** * International Flight (5\* QATAR OR ETIHAD AIRLINES) on PROMO NOW @ **$1115 Only.** So the earlier we have the **Min. Group of 12 pax** formed, we can all proceed to Grab the Promo) * Personal Travel Insurance (Highly Recommended) * Personal Early Arrival/ Extended Stays * Visa Fees if applicable * All other arrangements not mentioned in the above Inclusions \*\*\*\*\*\* **Ideal Group Size : 16 - 20 pax** **REFUNDABLE DEPOSIT** - **JUST \*S$495 ONLY!** to secure your slot. All who've transferred the small sincerity deposit will be invited for our **Trip Briefing/ Q & A Discussion** where I'll be sharing the Trip Itinerary/ Promo Flight/ Inclusions etc. with this Confirmed Group. **\*NO RISK.** *(Deposit will be refunded if you informed us within 3 days after our Trip Briefing/ Q & A session or the Event is cancelled by the Organizer. Thereafter, there shall be no refund once the Trip is confirmed.)* Remember, this is a **"First to Transfer, First to Confirm"** basis based on your transfer date/time & not on your RSVP. So be the First 12 & grab your slot now! Please RSVP with your Mobile No. (visible only to us) so that we can forward you the Event Details & Trip Briefing Date. \*\*\*\*\*\* **REGISTRATION AND PAYMENT:** 1. RSVP NOW and transfer SIN **$495** to - TLC ADVENTURE TOURS PTE LTD via - A) PAYNOW to **UEN: 201615037Z** B) Or ATM/Online to: TLC **DBS Current Acct: 070-90238-1-9** 2. Once you've transferred, **WhatsApp David (Hp. 9745 1777)** your proof of payment and Meetup name so that we can confirm your slot. 3. We'll add you to a WhatsApp Group once the Event is FULL to discuss & decide on the 5\* Int. Airline (Qatar or Emirates) Promo Flight (**$1095 Only!)** as at 15 Apr that we intend to take. So the earlier everyone transfer the Deposit and we can get the Group formed so that we can proceed to book the flight, the more everyone saves! \*\*\*\*\*\*\* **Disclaimer, Indemnity and Terms of Participation:** PLEASE READ THIS LINK FOR OUR T&Cs BEFORE YOU RSVP: [https://www.tlcadventuretours.com/tlcadventuretours-disclaimer](https://www.tlcadventuretours.com/tlcadventuretours-disclaimer) *By joining this trip, I agree to & accept TLC’s terms and conditions.* *We reserve the right without prejudice to return payment and not permit participation - without the obligation to explain or give any reason.* This Specially curated Itinerary is organized by TLC Adventure Tours Pte Ltd \(TA License: 02896\) \|

**Your Weekend Nature Escape Starts at Coney Island 🌿** Looking for a little adventure without leaving Singapore? 🌆➡️🌳 Step into **Coney Island** — a slice of untouched nature where the air smells like the sea, the trails whisper with birdsong, and the city feels a million miles away. This isn’t your typical park. It’s: * A **hidden coastal island** you can walk or cycle through * Home to **wildlife** like kingfishers, otters and butterflies * **Instagrammable boardwalk**, shady forest trails and sea breezes * A place where you can **disconnect to reconnect** — no noise, no stress, just nature. Whether you're chasing a peaceful morning walk, a slow photo stroll, or a chance to meet chill, like-minded people… **this is your sign** to show up, slow down and breathe in something real. 🌬️🌊 🗓️ **Date:** 23rd May 2026 ⏰ **Time:** 9:30 AM - 12:30 PM **🎯 Location:** Coney Island, Singapore **📍 Meetup Point:** **Punggol Coast MRT Exit 2** **🚶‍♂️ Activity Type:** Leisure Walk, Nature Exploration, Group Chill **👥 Open to:** All ages \| Casual dress \| Bring your friends\! **Where to meet:** **Punggol Coast MRT (NE Line) Exit 2** Near the escalator SG 60 sign (See image below). **What to Bring:** * Comfortable Footwear: Wear your best walking shoes to ensure a pleasant stroll. * Water Bottle: Stay refreshed – hydration is key! (1-2 liter) * Light Snacks: Pack some healthy snacks to fuel up during or after our walk. * Camera or Smartphone: Capture the morning’s beauty and the lovely moments with the group. * Sunscreen & Hat: Protect yourself from the sun as we enjoy the outdoors. Mosquito repellent. * Raincoat or umbrella incase if its raining. **What to Do:** * Nature Walk: Enjoy a leisurely stroll while soaking in the lush greenery and vibrant wildlife. * Wildlife Spotting: Keep an eye out for native birds and other wildlife as we explore the walk. * Group Chat: Share stories, experiences and engage in discussions about nature, fitness and your favorite outdoor activities. * Network with like-minded people. * Mindful Breathing: Take a moment to connect with nature through guided mindful breathing as we walk. **What Not to Do:** * No Littering: Let’s keep the island pristine—please dispose of any trash properly. * Avoid Loud Noise: Keep conversations at a respectful volume to maintain the serene atmosphere. * No Smoking: To preserve the clean environment and the health of all participants, smoking is prohibited. * Do Not Disturb Wildlife: Observe animals from a distance and refrain from feeding them. **Additional Notes:** Please be punctual. We recommend arriving a little early to avoid any disappointment. There will be a 5-minute grace period for attendance taking. Kindly note that we won’t be able to delay the start, as it would be unfair to those who are already present. This Meetup group is run by volunteers and is community-led. We appreciate your understanding in any areas where we may fall short. Constructive feedback is always welcome as we aim to continuously improve! **If you can't find the meetup location, then you can whatsapp or call us on 85062629.** **Important Reminders:** **RSVP:** We have limited slots of 30 people only. Please confirm your attendance as soon as possible so we can plan accordingly. **Check the Weather:** Dress appropriately for the morning weather. Bring a raincoat or an umbrella if it's raining. **Safety First:** Keep personal belongings secure and stick together as a group during our walk. Join us for more adventures at: **Instagram:** https://www.instagram.com/dreamvalleydestination?igsh=bThwemV6cmtoN3Ey&utm_source=qr **Telegram: (For our latest updates)** https://t.me/+dJFSc1zDy39hZWU9 **Click here for upcoming trips:** https://linktr.ee/Dreamvalleydestination 👉 RSVP Now and Bring Your Friends Along! \*\*\*\*\*\*\*\*\* **Disclaimer, Indemnity and Terms of Participation:** **PLEASE READ FOLLOWING LINKS FOR OUR T&C’s BEFORE YOU RSVP:** [https://dreamvalleydestination.com/terms-and-conditions/](https://dreamvalleydestination.com/terms-and-conditions/) [https://dreamvalleydestination.com/privacy-policy/](https://dreamvalleydestination.com/privacy-policy/) By my participation on this event, I agree to & accept **Dream Valley’s** terms and conditions.

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

Most people use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless. But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context. In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one. We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows. No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with. **What you’ll learn:** * Why “better prompting” is really about better context * How to structure requests so AI gives more useful answers * How to use examples, constraints, and output formats * How to iterate when the first answer is not good enough * How these skills connect to more advanced AI workflows This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI. 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.

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.

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.

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

Thanks for being a part of the CABS Meetup Group! We meet @ the COFFEE UNDERGROUND on Indianola Avenue. We play many different games @ CABS - bring your own or play one of the OVER 2222 in our library. What are your favorite games? What was the last game you played? Hope to see and game with you soon! Check us out on Facebook! Doors open early on Saturday Mornings at 10am and around 4pm on Fridays if you are interested in learning new / simpler games ... or new to the hobby or just want to check us out come in early just after noon and we will show you around before the crowd grows. Stay for a game or two, an hour or two or for the day! Your first visit is free and after that it's $5 a meeting or you can join for the year! It's Your Move