Machine Intelligence

Join us for an exclusive in-person hands-on workshop on 24 June in in Singapore to elevate your software development practice using Agentic Spec Coding with Claude Code. ### **What is this Workshop?** This is a **5-hour, hands-on workshop** on **Spec Coding** and **Agentic Engineering** using **Claude Code** — held in-person in Singapore's CBD on **24 June 2025, 1pm–6pm**. If you've been experimenting with AI coding tools, vibe coding, or copy-pasting prompts into ChatGPT or Claude — and wondering why your projects break the moment you try to scale — this workshop is built for you. You'll learn the exact methodology that separates developers who build reliable, AI-powered software from those stuck in an endless loop of fixing hallucinated code. **Seats are strictly limited to 20 participants.** ### **What is Spec Coding?** Spec Coding is a structured, specification-driven approach to AI-assisted software development. Instead of casually prompting an AI and hoping for the best (vibe coding), you write clear **functional blueprints** that guide Claude Code — or any AI coding agent — to produce consistent, scalable, and maintainable output. Spec Coding is the foundation of **Agentic Engineering**: directing teams of automated AI agents to write, test, and fix code as a coordinated pipeline — not as a one-shot prompt. This workshop teaches you both. ### **What you'll learn (workshop Agenda)** **1\. Moving Beyond Random "Vibe Coding"** Understand why copy-pasting prompts fails at scale and what separates vibe coding from a repeatable engineering process. You'll leave with a mental model that changes how you interact with AI development tools forever. **2\. Writing Clear App Blueprints** Master the art of writing functional specifications — structured documents that tell Claude Code exactly what to build, how to handle edge cases, and what the expected outputs are. This is the core skill that unlocks reliable AI-generated code. **3\. Building Your Live Portfolio Website** Apply spec coding in real time to deploy a personal portfolio website. You will write the spec, run it through Claude Code, iterate, and publish — all within the session. **4\. Building a Smart Mini\-CRM App** Level up by tackling complex application state and data persistence. You'll build a functional mini-CRM app, confronting the exact challenges that trip up most AI-assisted development projects — and solving them systematically. **5\. Working with AI Developer Teams** Go beyond single-agent prompting. Learn how to direct multiple automated AI agents to write different parts of your codebase in parallel — the way professional agentic engineers work. **6\. Running Test\-Driven AI Pipelines** Learn agentic engineering techniques to automatically test, identify bugs, and trigger fix cycles — without manual intervention. This is how you ship software that actually works. ### **Who should attend?** This workshop is designed for: * **Startup founders** who want to ship products faster without a large engineering team * **Seasoned developers** looking to multiply their output using AI coding agents * **Software engineering leaders** exploring agentic workflows and AI-native development * **Product managers** who want to build and prototype without being blocked by developers * **Students and early-career technologists** who want to be AI-native engineers from day one **No advanced coding background required** — but participants should come prepared to build. All participants are expected to have an active **Claude Code subscription**. ### **Instructor: Santosh Rout** **Santosh Rout** is the founder of [navan.ai](https://navan.ai/ "https://navan.ai") and Saaragh, with over **25 years of experience** in the IT and AI industry. He is the creator of **[sam.navan.ai](https://sam.navan.ai/ "https://sam.navan.ai")** — a leading Agentic Spec Coding platform — and has helped countless founders and engineering teams bridge the gap between complex product ideas and working, scalable software. Santosh's expertise sits at the intersection of **agentic workflows**, **specification-driven development**, and **production AI systems**. He has built multiple successful AI products and brings hard-won, practitioner-level knowledge to every session. ### **What past participants have built?** After attending navan.ai's spec coding and agentic engineering workshops, participants have gone on to build: * **A Peer-to-Peer Delivery Platform** — allowing travellers to list journeys and get paid to carry parcels along their route * **An EdTech Platform for Extra-Curricular Tracking** — helping students record and measure the impact of volunteering and extracurricular activities * **An AI-Powered CCTV Planning Tool** — where users upload floor plans and the system automatically suggests optimal camera placements and generates real-time quotes These are not toy projects. These are production-grade apps built by non-engineers using spec coding. ### **What a past participant said** *"Thank you for taking the time to conduct the session on Agentic Spec Coding. The discussion gave me a much better understanding of the concepts and practical approach involved. I especially found the insights very helpful. I look forward to applying what I learned and continuing to improve my skills in this area."* — **Anitha P**, Virtual Participant. **View snapshots of our previous workshops, bootcamps, and hackathons: [https://asca.navan.ai/gallery/](https://asca.navan.ai/gallery/ "https://asca.navan.ai/gallery/")** ### **Event details** **Date:** Wednesday, 24 June 2025 **Time:** 1:00 PM – 6:00 PM SGT **Format:** In-person, hands-on workshop **Location:** **CBD / Central Business District, Singapore *(exact venue will be shared with registered participants in a few days)*** **Seats:** Limited to 20 participants **Prerequisite:** Active Claude Code subscription **Fee:** SGD 200 (20% discount available for group registrations of 4 or more together) **Organiser:** [Navan.ai](https://navan.ai/ "https://navan.ai") ### **Register here: [https://luma.com/ly7pzcdr](https://luma.com/ly7pzcdr)** ### **Frequently asked questions** **Do I need to be a developer to attend?** Not necessarily. The workshop is designed for founders, PMs, and builders — not just developers. A basic comfort with technology helps, but the methodology is accessible to anyone willing to engage actively. **What do I need to bring?** Your laptop and an active Claude Code subscription. Come ready to build. **Why is this better than just watching YouTube tutorials on Claude Code?** Tutorials show you what's possible. This workshop gives you a repeatable system — spec coding methodology — that you can apply to any project, of any complexity, without breaking things the moment requirements change. **What makes spec coding different from vibe coding?** Vibe coding is ad-hoc: you describe what you want loosely and hope the AI figures it out. Spec coding is structured: you write a functional blueprint that the AI executes deterministically. The output is modular, maintainable, and won't collapse when you need to iterate. **Is this workshop specific to Claude Code?** The hands-on work uses Claude Code, and participants will need a Claude Code subscription. However, the spec coding methodology taught is platform-agnostic — it applies to any AI coding agent. *Organised by [navan.ai](https://navan.ai/ "https://navan.ai") — the agentic spec coding platform powering the next generation of AI-native builders.* *Got questions? Reach us on connect@navan.ai or call us on (+65) 8608 9171.*

Please RSVP the Below: **[https://www.eventbrite.sg/e/1977567650076](https://www.eventbrite.sg/e/1977567650076)** An exclusive business sharing and networking session where entrepreneurs reveal practical lessons from expanding into HK and AI landscape. Are you a business owner, entrepreneur or marketing professional looking for growth opportunities beyond Singapore? Join us for an exclusive business sharing and networking session where experienced entrepreneurs reveal practical lessons from expanding into Hong Kong, the Greater Bay Area (GBA), and navigating the fast-changing AI landscape. Whether you're exploring market expansion, looking for strategic partnerships, or seeking ways to stay competitive in the AI era, this session will provide actionable insights from professionals who have successfully adapted and grown their businesses across Asia. **Programme** **14:30 Participants short self intro** **14:45 Scaling into Hong Kong & the Greater Bay Area: Lessons from Building a Wellness Business Across Asia**

**Thank you for your interest.** **The event is currently fully booked, but places may open if registered guests cancel. Please join the waiting list here: [https://luma.com/ehv9t4u1](https://luma.com/ehv9t4u1)** \-\-\- # DATA LEADERS SINGAPORE # 02 # ​**An exclusive evening for senior data, AI and technology executives and experts*.*** *** ​24 June 2026 ​6:00 PM - 9:00 PM *** ​*Venue: Singapore Cricket Club* ​*Hosted by: DAMA Singapore* *** ​*Topic for the evening* ## ​**AI Harness and the Future of Data Governance** ​Halfway into 2026, it has already been a wild year. New models are shipping at the speed of light. Governance cannot keep up. ​Agents are already being used by consumers and employees in many different ways. Data governance is taking a new shape around control, accountability and organisational redesign. *** ## ​**We have local data and AI leaders and some from across the region, including speakers and participants flying in from New York, Tokyo and Australia.** ​*Agenda - Speakers and topics* > ​01 > ​**Topic: AI in Luxury Retail From Use Cases to Operational Reality** > ​**Speaker: Masood Pasha, Data & Analytics Manager, Louis Vuitton, Tokyo** > ​02 > ​**Topic: The Foundation for Trusted AI Data Contracts, Data Products, and Sovereignty** > ​**Speaker: Emma McGrattan, CTO, Actian, New York** > ​03 > ​**Topic: From AI Harness to Autonomous AI Reengineering Organisations for the AI Era** > ​**Speaker: Milind Gaharwar, Principal AI Scientist, Mercedes-Benz, Singapore** > > ​*Special Guest* > ​Jamie Fan > Global Head of Data Trust & Safety > TikTok *** ​*The event runs under the Chatham House Rule.* ​*Guests will be hosted with food and drinks curated by Singapore Cricket Club.* ​We are currently filling the seats. ## ​Thank you. We look forward to welcoming you at the Data Leaders evening! *** ​*\* For industry executives and practitioners. Please register with full details. Confirmation is subject to availability. By submitting, you consent to receive communications.* Location Singapore Cricket Club A Connaught Dr, Singapore 179681 The event is held at Singapore Cricket Club. Guests are kindly requested to observe the Club’s dress etiquette. Smart casual or business attire is recommended. Please avoid flip-flops, open-toe footwear for men, sandals, shorts, bermudas, singlets, collarless T-shirts, sportswear or overly casual attire. Thank you.

**Special topic for this week: TODO!** Have you ever wondered what happens after you write your program in any programming language and hit "Run"? Welcome to the new group dedicated to Compiler Engineering so we can discuss language design, static analysis, VMs, and code generation. Topics related to hardware architecture and FPGA are also welcomed! **Join us weekly and learn about:** * The vision for this group. * A crash course on how to start learning compiler dev (including top book recommendations). * An open networking session for showcasing projects and finding collaborators. * Weekly topic to learn about particular aspect of programming languages or hardware **Who is this for?** * Anyone building DSLs or new languages. * Anyone curious about low-level systems and programming * Anyone hiring for compiler/toolchain roles (come pitch your jobs!). * Anyone who wants to learn more about programming languages nature! This isn't a lecture—it's a conversation. Come share your projects and get motivated! This group is not super serious, so if you want to just yap about how bad is the new C++ standard you can find some listeners here. See you!

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks. 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Somerset (NS23 North-South Line)

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.

Ace Your Writing Workshop: Master A-Level General Paper Essay Writing Trying to turn facts into strong, persuasive arguments for your A-Level General Paper? Join this focused, hands-on workshop to master argumentative techniques, rhetorical strategies, and persuasive writing styles. Learn practical frameworks and proven tips to write with greater clarity, structure, and impact. Details Friday, 26 June 20263:00 PM – 5:00 PM Fee: $10 (Limited seats) Location shared upon registration Perfect for A-Level students who want to improve their essay writing and score higher in the General Paper. Brought to you by Elleron Asia, in collaboration with Asia AI Association (AAIA) and Casco Publications. \*Speaker Profile\* Pauline Natalie is the author of the Ace Your Writing series, including Writing the World: The Dynamic Student’s Guide to A-Level General Paper. With a background in education and technology governance, Pauline delivers interactive workshops that equip students with tools they can immediately apply to improve their A-Level General Paper performance. She specialises in helping students develop clear, persuasive, and well-structured writing through practical techniques and real exam-focused strategies.

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 networking and talk event for everyone interested in AI Lead Generation Masterclass or ChatGPT and to discuss about the latest developments in the use of AI in 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’s Profile: 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.

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.

## Struggling to Get Leads from People Who Don’t Know You? You’re posting content… trying different strategies… maybe even using AI tools… But still not getting consistent leads or customers. If that sounds familiar, this session is for you. ## How AI Can Help You Attract Cold Leads (Without Overcomplicating It) In this live, in-person workshop, you’ll learn simple and practical ways to use AI to: * Reach cold audiences more effectively * Generate interest without sounding “salesy” * Create content that attracts potential customers * Approach lead generation in a clearer, more structured way Everything will be explained in a beginner-friendly manner — no technical background required. ## Imagine Having a Clearer Way to Attract Customers Instead of guessing what works… You’ll start to see how to: * Turn strangers into interested leads * Use AI to save time and effort * Build a simple approach to attract potential customers This session focuses on practical understanding — not theory. ## Secure Your Seat This is a small-group, in-person session to ensure quality learning and interaction. 👉 Reserve your seat now to learn how to start attracting leads and customers using AI.

**You've used AI. But have you built with it?** **Most of us started the same way — ChatGPT, a few prompts, some generated content. It felt like magic. And it was useful.** **But Gen AI responds. It doesn't act.** **The next stage is already here.** **We're moving from:** **✦ Generative AI — create content, write faster, automate the basics** **✦ Conversational AI — scale your expertise, your voice, talking to your people 24/7** **✦ Autonomous AI — your voice experience doesn't just talk. It understands, decides, and executes.** **✦ Exploring how to implement AI safely** **This is what we're exploring at our next Voicepreneur Meetup.** **Whether you're a coach, consultant, creator, or just someone who's been watching the AI wave and wondering where you fit — this session is for you.** **You'll walk away with:** **A clear picture of where AI is today — and where it's going** **A hands on with Azina, a autonomous AI** **A real conversation about what your expertise could become** **An invitation to build your own AI-powered voice experience — for free** **You don't need a technical team. You don't need to write a single line of code.** **📍 James Cook Institute, 150 Orchard Rd, #06-14, Singapore 238841** **🚪 Room #08-09** **👉** Light dinner will be served **Voicepreneur™ is a movement for anyone who believes their knowledge deserves to scale. Powered by HearBack™ and Azina.**

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 🚀

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. 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.

**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

We will have our certified mediums available and you can receive 3 10-minute readings for $20. To keep you safe, we will be following all CDC and Health Dept. guidelines at our psychic fair today. Sitters and readers required to wear a mask. We will maintain a minimum of 6 foot physical distance during readings. Please, if you can, bring your own portable chair to use during your readings. Please note that we are at our wonderful new home at Unity of Columbus, 4211 Maize Road, Columbus, OH

🤖 **Create a Working AI Agent – OpenClaw Workshop** Create a working AI agent from your browser in one session. No prior coding needed. ⚠️ Register via the link below to secure your place — RSVP won't do it. ### [🔗 CLAIM YOUR PLACE](https://aiventurelab.org/product/OpenClawMasterclass?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you get: - A real, working AI agent by the end of the session - A browser-based setup you can use immediately - Hands-on experience building AI workflows from scratch *Don't just use AI. Build it.* 🤖

💰 **Build Passive Income with AI Ebooks – Masterclass** Build a passive publishing business with AI — from idea to income. ⚠️ Your spot is only held once you complete registration below. ### [🔗 SAVE YOUR SEAT](https://aiventurelab.org/product/AIEbookBusiness?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What's covered: - Publish across platforms for passive income - Format and list ebooks so they actually sell - Find profitable niches using AI research tools *One system. Recurring income.* ✍️

**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