Machine Intelligence

#This meetup is around a third-party organizer (Focus Filmtheater): you can either purchase your ticket online or right before the session# **Title**: L’Étranger **Language**: French **Subtitles**: English **Length**: 120 min **Director**: François Ozon **More info**: https://www.focusarnhem.nl/agenda/english-subs-letranger/ **Ticket link**: https://www.focusarnhem.nl/tickets/141177/ **Synopsis**: *L’Étranger* is based on Albert Camus’ world-famous 1942 novel, one of the best-selling French novels ever. The book was adapted for film by François Ozon (*Swimming Pool*), with the approval and supervision of Camus’ daughter. The lead role of Meursault is played by Benjamin Voisin (*Été 85*), with supporting roles by Rebecca Marder, Pierre Lotin, Denis Lavant and Swann Arlaud. Algiers, 1938. Meursault, a quiet and striking man in his early thirties, attends his mother’s funeral without shedding a tear. The next day, he begins an affair with his colleague Marie and easily falls back into his daily routine. But his everyday existence is disrupted by his neighbor, Raymond Sintès, who drags Meursault into his shady dealings. Until one scorching hot day, a fateful event takes place on the beach… When Meursault appears in court, he appears to be judged not so much for his actions as for his emotionless demeanor. Can someone be sentenced to death for not crying at their mother’s funeral? **How it works**: I will be at Focus around 18:30, where we can meet before the movie starts. You can message me to find us. Screening starts at 19:00. After the movie, we can have a drink together. Hope to see you soon!

Org Design is not grave and boring. It's alive and fun! Join us for an evening of informatin exchange in Utrecht. I will be there from 19:00. Cafe Marktzicht. Roland

Hi all! 🙂 On Wednesdays we welcome you to practice languages! If you want to practice a specific (uncommon) language, please send us a message so we can find some conversation partners for you on our mailing list! We hope to see you in Café Marktzicht! In the last year we had tables for the following languages: * Dutch * English * French * Italian * Spanish * Turkish\* * German\* * Portuguese\* * Danish\* * Norwegian\* * Russian\* * Arabic\* * Chinese\*\* * Japanese\*\* * Indonesian\*\* * * Most likely, but not every week present. \*\* - Rather rare ;-) If your language is not in this list, please let us know! We have a large database of Language Cafe visitors speaking 56 different languages! We might be able to connect you with a person that does speak the language you want to practice. In case you are not in our database yet, please use this form: http://goo.gl/forms/oSCn9Dn8m8

Join in for a some drinks (and food, if you want) after work at **The 5th \| Utrecht**. Bring your own project and payment for drinks. As evenings tend to be a bit busier, we'll reserve a table. This means: **Only sign up if you are sure you will come!** And if there's no space left on the event, please don't join spontaneously. \-\-\-\-\- As always, we talk about our projects, exchange tipps, but also just get to know each other and enjoy a drink after a long day in good company. Whether it's knitting, crocheting, stitching, origami, or something more unique, we're looking forward to seeing you!

Welcome to our Volleyball community !! 🏐🎉 We are a community of volleyball enthusiasts who want to enjoy the game, improve their skills, and meet new friends. Our open play sessions offer a friendly, social environment where everyone can get some practice and have fun. Our sessions consist of mixed level play, however basic/intermediate volleyball knowledge is mandatory. We try to have a balanced levels per team to ensure smooth play. If you aren’t familiar with basic volleyball rules and have no experience, sorry to say, but it's not your group. ❗❗ Meetup recently pops up their subscription option after you click on RSVP— you can dismiss it by clicking the "X" in the top left corner. ✅ RSVP & Attendance Attendance is limited to 14 people. If the RSVP list is full, join the waiting list—cancellations happen frequently. If the event appears full on the Meetup app, try using a web browser instead. ❌Cancellations & Refunds cancellation prior to 24h before the event, can be refunded. Can’t make it? Update your RSVP to "Not Going" ASAP so someone else can take your spot. 👟 What to Bring For your own safety and comfort, wear sport shoes and clothing (no street shoes—must change into sport shoes) and bring deodorant for ours. 💸 Payment & Contribution (€6.0 per person) Payment must be made in advance via Tikkie (payment link will be added in comments). Please only pay once you are added to the going list. In case you do not meet the payment deadline, you may be moved to the not going list. Looking forward to seeing you on the court! 🏐🔥 Let’s play, have fun, and make new friends!

Hello again lovely people, on Wednesday we will be meeting at the colorful and friendly Cafe Kalff 🏳️‍🌈 Come join us for some drinks, meet new people, chat and socialise to your hearts content! We will be there from at least 21:00-23:00 and will possibly stay later if the group does. We may also head across the canal to Bodytalk later in the evening to dance 💃🏻 This meetup is for people to make new friends in our beautiful community, so don’t be afraid to join if you don’t know anyone. We are a friendly bunch! Don’t forget to follow us on Instagram @utrechtlgbt Looking forward to seeing you all you soon! *****IMPORTANT CORONA INFORMATION***** * Do not come to this event if you have Coronavirus symptoms, even if you you are fully vaccinated! * Please be mindful and respectful of other peoples boundaries. * The most important thing is that we keep each other safe! ************************************ ❤️🧡💛💚💙💜🤎🖤

## 🎨**Activity for EXPATS & English Speakers** ☕ Are you an art enthusiast living in or around **Amersfoort, Hilversum, Utrecht, Nieuwegein, IJsseltein, De Bilt and the rest of cities of the Utrecht's province** who love painting or drawing? Maybe you've felt the joy of creating but struggled to find others who share your passion and speak **ENGLISH**? **You're not alone! 😉** ✨✨✨✨✨✨✨ ## 🖌️**About this event** You will meet other Art Lovers like you to Draw, Paint and have some drinks Together ! Our events are not just about sketching or creating art—they’re about building connections. Every two weeks, we meet at a café to have a relaxing time drawing a painting. Please keep on mind that **ENGLISH i**s the official language we will use to integrate everyone in our conversations. ⭕⭕⭕➡️ **IMPORTANT ⬅️** ⭕⭕⭕⭕ ### 👩🏻‍🎨**Book formally your Seat 🪑via [WHATSAPP](https://bit.ly/3BXXE0f)** **If you want to confirm officially your attendance and separate your seat🪑. Book your seat in meet-up, and contact us via [WHATSAPP HERE](https://bit.ly/3BXXE0f) to receive more information on the address of our activities.** **Thanks a lot for your understanding!** 💐🥰 ✨✨✨✨✨✨✨ ### 👩🏻‍🎨**How Does It Work?** This event is simple, this initiative takes 2 Hours. Most of the participants use pencils, water pencils or watercolours. Main aim is to socialize while we draw. There will be plenty of time to talk and get to know each other. We have to mention that this event is suitable for all levels. Many have started to draw in our event actually. Also it is very important that you **[JOIN US AT OUR WHATSAPP COMMUNITY](https://bit.ly/3BXXE0f),** to stay up to date on our upcoming events and participate in our Drawing and Painting Contests! **👉: [https://bit.ly/3BXXE0f](https://bit.ly/3BXXE0f)** 🍀 ✨✨✨✨✨✨✨ ### ☕**Where?** We will meet in different cafes mainly in the *center of Amersfoort ( and some occasions in other cities around)*. I will inform you of the exact place some days in advance this event. The place will depend on the number of attendees. ✨✨✨✨✨✨✨ ### **🎟️ What is included?** 🟢 **2 HOURS TO HAVE FUN!** 🟢 **15 mins warming-up creative activity and paper material**🖌️🎨 🟢 New friendships and **conversations in ENGLISH** in a relaxed atmosphere 🟢 **Souvenir picture** with you and the rest of Art Lovers 📷 🟢 Exclusive **access to our Art Lovers Community** on which you will receive: ***\~\~\~ Drawing challenges,*** ***\~\~\~ Training content,*** ***\~\~\~ FREE Entries only to members*** ***\~\~\~ Drawing Competitions*** 🟢 Time to **create alongside fellow artists and amateurs** 🟢 The freedom to **work at your own pace** 💃🕺🎈 ✨✨✨✨✨✨✨ ### 🖼️**Art Materials?** Bring your own practical art materials to be adaptable to sketch on a coffee table. Like your sketchbook, pencils, watercolor, markets, pencils, your Tablet..etc ✨✨✨✨✨✨✨ ## **See you to Paint, Draw, and drink together!🌟☕🍷🍪🍰**

Met veel enthousiasme kondigen we de eerste meetup van 2026 aan, gehost bij Flink Software in Nijmegen. **Programma** 17:30 - 18:00 Inloop + hapje/drankje 18:00 - 18:45 **Tame your Llama, run AI in Java** \- Lutske de Leeuw 18:45 - 19:00 Pauze 19:00 - 20:00 **Breaking Bad (Code): An Interactive Guide to Security Code Review** \- Arjan Gelderblom \(First8 Conclusion\) 20:05 - 21:00 Netwerken en gezelligheid **Tame your Llama, run AI in Java** \- Lutske de Leeuw Ready to supercharge Java projects with AI? This session will demonstrate how Java developers can harness the power of Llama models locally to create AI-driven applications without needing a deep machine learning background. The session begins with the essentials, covering environment setup, and dives into loading and running Llama models in Java. Through hands-on examples, attendees will learn how to use Llama for powerful tasks like natural language processing and classification, bringing intelligent features to Java applications. Forget complicated setups and steep learning curves. By the end of the session, participants will be equipped to incorporate advanced AI into their Java apps with ease. Whether enhancing user experiences, automating tasks, or improving decision-making, this talk provides practical skills to bring cutting-edge AI to any project. Takeaways: \- How to set up and run Llama models in a Java environment\. \- Practical applications of Llama for natural language processing and classification\. \- How to seamlessly integrate AI\-driven functionality into existing Java projects\. Don’t miss the opportunity to explore the world of AI with Java. This session offers a code-centric, hands-on dive into Llama, leaving attendees with actionable skills ready for immediate use in real-world applications. **Breaking Bad (Code): An Interactive Guide to Security Code Review** \- Arjan Gelderblom \(First8 Conclusion\) Most security vulnerabilities slip through code review not because they're cleverly hidden, but because reviewers don't know what patterns to recognize. While automated tools catch obvious flaws, the subtle logic errors and architectural weaknesses that lead to real breaches require a trained human eye—and most developers have never been taught how to look. This interactive talk transforms participants from passive code readers into active security reviewers. Through five progressively challenging code review exercises drawn from real-world vulnerabilities, attendees will learn to spot security flaws across multiple vulnerability categories. Between challenges, we'll build a systematic framework for security-focused code review: developing an attacker's mindset, recognizing dangerous patterns, performing data flow analysis, and prioritizing security concerns based on risk. This session is designed for developers at any experience level who conduct or participate in code reviews. No prior security expertise required—just bring your ability to read code and willingness to think like an attacker. **We kijken ernaar uit je te zien op 5 maart! 👋**

Hello architecture enthusiasts! We're excited to announce our next meetup exploring the emerging world of AI agent platforms and orchestration! Join us for an evening where we'll tackle the architectural challenges of moving from standalone AI models to connected, intelligent ecosystems. Makan will share insights on how a capability mesh could solve today's AI orchestration challenges, while Pascal will dive into the practical patterns, protocols, and standards for building AI agent platforms. Come hungry for both knowledge and food — we've got plenty of both, plus drinks and great networking opportunities at OpenValue's Utrecht office. Both sessions will be presented in English. RSVP now for an evening of learning and connection! **Getting Here** Directions: [https://www.openvalue.eu/route/#utrecht](https://www.openvalue.eu/route/#utrecht). Parking is free. The office is within walking distance of Utrecht Zuilen train station. **Agenda** 17:30 Doors open 18:00 Food 18:30 Talk 1: Capability Mesh: Enabling Orchestration through Semantic Integration 19:30 Break 19:45 Talk 2: Building AI Agent Platforms: Architecture, Communication, and Standards 20:45 Drinks, fun, networking **Talk 1: Capability Mesh: Enabling Orchestration through Semantic Integration** *Makan Sepehrifar, Principal Engineer at Code Nomads* Ten years ago, microservices chaos led to "Service Mesh" solving the discoverability problem by replacing network endpoints with meaningful references, enabling scalability and observability. It worked brilliantly for connecting services. Today we're living through the same cycle with Generative AI and Agents, but the chaos is about integration, not networking. The old problems discoverability, scalability, observability are back because orchestrators now pick agents by capability, not name. Plus we face new challenges: explainability of agent actions and the possibility of unintended actions due to the non-deterministic nature of large language models. We need the same evolutionary leap from "Service Mesh" to "Capability Mesh" shifting from technical service contracts to semantic capability integration for autonomous AI. Key Topics and Take Aways: * From OpenAPI to MCP: The Protocol Shift in Agentic AI * MCP Gateways: The New Control Plane * Capability Hierarchies: Composing Agents at Scale * Human-on-the-Loop: Redefining Our Role in Agent Systems * Policy as Code: Governing Autonomous Agents * Observability & Safety: Tracing Agent Behavior *About Makan* Makan Sepehrifar is a software architect whose fascination with the intricacies of organizational behavior and cognitive psychology has led him to redefine the way technology interfaces with human understanding. Looking at software architecture as a craftsmanship process, he realized that the more abstract you look at it, the more complexities arises. His career has been a testament to his commitment to bridging the gap between technology and human behavior, resulting in innovative software solutions that not only work efficiently but also self-adaptive teams that embrace the mindset of agile. **Talk 2: Building AI Agent Platforms: Architecture, Communication, and Standards** *Pascal Wilbrink, Senior Software Engineer at OpenValue* AI systems evolve from standalone models into connected, agent-based ecosystems, new architectural patterns, protocols, and standards are emerging. Concepts such as AGUI, A2A, A2UI, and MCP-based applications are changing how intelligent systems are designed and integrated. This presentation explains how these approaches affect system structure, responsibilities, and interoperability. Using architectural diagrams, it shows how AI agent applications communicate and collaborate through standardized interfaces, and provides guidance on building scalable and maintainable AI platforms. *About Pascal* Pascal is a senior software engineer at OpenValue with over a decade of experience and a strong interest in applied AI and intelligent automation. He enjoys exploring how technology can make developers’ lives easier and software more resilient. When he’s not experimenting with new ideas or building open-source tools, Pascal likes to learn by doing and turning complex problems into practical solutions.

Hey Everyone! 👋 **Location:** \- On\-site: Dataroots Offices\, Arnould Nobelstraat 32 Leuven \- Online: Zoom link TBA **Practicalities for the evening on Thursday, March 5th:** \- 18:00: Doors Open\, pizza & drinks \- 19:00: Speaker Talks \- 20:30: Networking & Drinks **Welcome to edition 14 of the Generative AI Belgium Meetup! 🚀** This time, we go on a quest. Many epics speak of the brave and the adventurous going on a quest to conquer, slay, tame, or train a dragon along the way. The last three years of AI developments have their own stories of creativity, novel paths, and unforeseen challenges that seemed too big to tackle. In this edition, we want to bring some stories of people and teams who didn't choose the easiest path, but the most interesting one. Join us on March 5th at Dataroots, Arnould Nobelstraat 32, Leuven, to meet these brave souls and get a feel for what it takes to tackle a challenge from scratch. Whether it's navigating the dragon that is the EU AI Act, training and running a custom language model, or building production-ready systems, every path has its own fire-breathing challenges. See you there! **Line-up:** \- 🐉 [Niels Tack](https://www.linkedin.com/in/niels-tack/): Taming The EU AI Act - Compliance as code \- 🏰 [Sohum Bhatt](https://www.linkedin.com/in/sohum-bhatt-530114230/): Taming Local LLMs to build applications \- ⚔️ [Maarten Vandeperre:](https://www.linkedin.com/in/maarten-vandeperre/) Taming AI Sovereignty \- 🤺[Lode Nachtergaele:](https://www.linkedin.com/in/lodenachtergaele/) Taming Agentic RAG - How Agentic Beats RAG Big thanks to Dataroots for hosting us and to our sponsors: In The Pocket, BruCON, Red Hat, Collibra, Plainsight & Volta Ventures for supporting the community.

***In this meetup, we explore why traditional feedback systems fail and what it really takes to build a culture of dialogue.*** ***\*\*\*Attention! This is an in-person event only. We need a minimum of 10 attendees for gaining the most value (besides the hosts). We will notice you in advance for a go/no go around February the 20th, 2026 \*\*\**** *Drawing from real consultancy experience and organizational case studies, we’ll unpack how feedback is shaped by deeply embedded systems of judgment, social conditioning, business culture, and biological responses to threat.* **Cool concrete case studies shared of different organizations with a diversity of challenges.** Let’s be honest: the word “feedback” can make your stomach clench. We brace for awkward conversations that end in painful silence, or we swallow our frustration to keep the peace. We worry about disrupting relationships or being misunderstood, so we often say nothing at all. But what is the true cost of this silence? Misunderstandings fester, trust erodes, and team morale quietly slips away. Ironically, by avoiding feedback to protect our relationships, we often end up creating the very disconnection we feared. As a result, we've developed a deeply unhelpful relationship with feedback treating it as a confrontation to be dreaded rather than a conversation for connection and growth. **Shift consciousness, habits, and leadership behavior at every level. Explore how to create cultures of dialogue instead of confrontation, where people feel seen, heard, and able to grow.** *** ### **Agenda** 17:30 - 18:00 Walk in 18:00 - 18:45 * Welcome & personal story * Current Systematics of Feedback 18:45 - 19:15 FOOOOD 19:15 - 20:30 * Clear Case Studies Example(s) of Feedback Systematics * Change the System of Feedback 20:30 Netwerk + Walk Out 21:00 Please go home you lovely people **Who Should Attend:** * Leaders * HR Professionals * Scrum Masters * Agile Coaches * Change Agents * Anyone who want to move beyond labels and is interested in creating a feedback culture.

We’re heading out onto a **brand new trail** on the Veluwe, one we’ve never walked before. That alone makes this hike extra exciting. New paths, new views, and that lovely feeling of discovery from start to finish. From the start we dive **straight into the forest**, following winding woodland paths that slowly pull us deeper into the heart of the Veluwe. The forest feels calm and spacious, and with spring just around the corner you’ll notice nature quietly waking up. Budding trees, fresh greens, birds getting busier. It’s that in between season where everything is preparing itself. After several kilometers of forest walking, the landscape opens up as we reach the **Hoog Soerensche Veld**. Wide open fields, big skies, and that classic Veluwe contrast between forest and heath. From here we continue towards the **Asselsche Heide**, one of the quieter and more scenic parts of the Veluwe. This section offers lovely viewpoints, open heathland, and long sightlines that really give you that spacious Veluwe feeling. We finish where we started, completing a **full loop hike** through forests, open fields, and heathland. **📍When and where to meet?** We’ll meet at 11h30 at busstop Hoog Buurloseweg https://maps.app.goo.gl/sCMJ8Kg7MTUcYu1j7 ⏰ **We start walking a few minutes after meeting up** — we don’t wait for latecomers, as the forest calls and daylight is short this time of year. **🚗 Coming by car?** You can park here but please also do your own research: https://maps.app.goo.gl/sCMJ8Kg7MTUcYu1j7 **⏸️ Planned Breaks** After 9 km: 30 min lunch break in nature After 15 km: 15 min break in nature **💸 Payment** Please pay as soon as you sign up: To keep things fair for everyone, if we don’t receive your payment within 48 hours, we will need to remove you from the participant list. If there’s a waiting list, this will happen sooner (in less than 48 hours). If that happens, no worries — you’re always welcome to sign up again if there’s space. 🌟 Early Bird Deal! Join now for just €4 — available for 3 days (72h). After that, the price will be €5. Please pay here: [https://tikkie.me/pay/jto80gauep7vg7g1s9gp](https://tikkie.me/pay/jto80gauep7vg7g1s9gp) **👟 Good to know** * Refund policy: Cancellations are fully refundable up to 1 week before the event (This is Monday 2 March at 23h59). After this period, the fee becomes non-refundable. * Hike difficulty: Our hikes are moderately challenging. Please only join if you’re confident you can keep up with the group’s pace (5 km/ h)— it’s more fun for everyone when we can walk together without long waits. * If the pace is too challenging: We may kindly suggest you continue at your own pace. We’ll give you clear directions to the nearest bus or train so you can return comfortably. * At your own risk: You participate at your own risk, so please make sure you have appropriate insurance coverage for outdoor activities. * Payment note: With Tikkie we only see initials (e.g., J. Doe instead of John Doe). Please include your Meetup name in the payment note so we can match it easily. * Friends joining: If you bring a friend, make sure they also register and pay. * What to bring: Snacks, lunch, and water/ or hot thee/ coffee. * Stay connected: Join our WhatsApp group to be the first to hear about future hikes — ask for the QR code during the hike. * T-shirts: Fairwear-certified organic cotton, eco-friendly inks — €25. Sustainable, odor-resistant, and perfect for hiking. Let us know your size and we’ll bring one for you.

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

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 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.

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.

**Opening Talk:** Luisa will demo a sassy AI-powered plant built in FastAPI using GPT-4o to explore personality, dialogue design, and human-AI interaction. **Main Talk:** What about using certain CLIs puts a smile on your face and gets you telling all your friends and colleagues about it? The Unix philosophy emphasizes simplicity, modularity, and the idea that programs should do one thing well and work together. However, CLI programs are primarily used by humans. Programs that you actually enjoy using can achieve both of these aims of composability and human-centeredness. This talk explores what makes CLIs great: fast, trusted, and delightful. Through real-world examples from modern tools like uv, cargo, ripgrep, and GitHub CLI, you'll learn the design patterns that separate good CLIs from great ones. Whether you're building package managers, creating developer tools, or just curious why modern CLIs feel so much better, you'll leave with a practical checklist of techniques to apply to any CLI tool you build. **Agenda:** 7:00pm - Opening announcements 7:10pm - Opening Topic - Build an AI-powered, Sassy Speaking Plant 7:25pm - Main Topic - --help: Designing Delightful CLIs 7:50pm - Q&A

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.