Analytics: Outcomes, Experimentation Intelligence

In collaboration with **Zalando Switzerland**, we explore how AI agents are transforming software engineering. **Note:** These two talks will be held in **English**. **1st Talk:** Title: **Agentic Coding in the Wild** **Ole Wendland** shares hands-on experience on delegating technical tasks while maintaining human oversight. **The Core Concept:** Tasks like boilerplate, tests, and glue code are delegable, but **business logic and architecture** remain a human responsibility. The developer’s role shifts to a steering authority: **"Trust, but verify."** **Key Takeaways:** * **Precision Matters:** Agents execute what is explicitly described, not what is implicitly meant. * **Real-World Challenges:** From complex debugging (symptom vs. cause) to potential knowledge loss through over-delegation. * **The Shift:** Teams and organizations must adapt to a new, accelerated pace of development. Discover how **Agentic Coding** drives massive efficiency when combined with clear control and structured processes. **2nd Talk:** Title: **Data Engineering with Codex** **Andy Bloechliger**, Backend Engineer at Zalando This talk offers a practical look at how a Zalando data engineer uses the Codex AI agent to automate daily workflows, providing actionable tips for mastering agentic tools and a glimpse into the road ahead for AI-powered teams.

Hallo! Mein Name ist Michał und ich bin langjähriger Meditationspraktizierender und Bewusstseins-Coach. (Die Veranstaltung findet im GZ Heuried – Döltschiweg 130, 8055 Zürich statt. **Ich bitte um eine schriftliche Bestätigung deiner Teilnahme bei der Anmeldung.)** https://gz-zh.ch/gz-heuried/angebote/meditation-runterkommen/ In dieser geführten Meditation werden wir die Realität genau so beobachten, wie sie ist. Wir konzentrieren uns auf den Geist, den Körper und die Empfindungen im Körper. Die von mir geleitete Meditation ist in der Vipassana-Tradition verwurzelt und enthält Elemente der non-dualen Bewusstheit. Ich verwende keine Visualisierungen oder göttliche Bilder – sie ist so einfach wie möglich und meiner Erfahrung nach die effektivste Methode, die wahre Natur der Realität allmählich Tropfen für Tropfen zu erkennen. Diese Meditation ist für alle spirituellen oder religiösen Hintergründe offen. Der Abend besteht aus **einer Stunde Meditation**, gefolgt von **30 Minuten Fragen und Antworten**. Ich würde mich sehr freuen, wenn du an diesem Abend teilnehmen würdest. **Gebühr – 20 CHF**. Wenn du finanzielle Schwierigkeiten hast, kontaktiere mich bitte, und wir können über andere Möglichkeiten sprechen.

**What this is** A calm afterwork salon for long-view investors. Quick macro, three names worth real homework, and a frameworks roundtable to sharpen your thesis. Bring one Ticker that is worth highlighting. **Where** Motel One Zurich, bar area. Head to the bar and ask for Financial Network Zurich. **When** Mondays, 19:00 to 22:00 19:00 welcome and connections 19:30 macro group analysis 20:00 three tickers in focus (tech and fundamental analysis in group) 21:00 open networking until 22:00 **How we roll** Signal over noise. Evidence over anecdotes. Respect for risk. **Bring** Notebook or laptop helpful. Curiosity required. **Food and drinks** Order food and drinks with the waitresses whenever you like. **LINKS** Community Owner’s Direct (All Infos & Questions): Alessandro +41 76 279 32 84 WhatsApp Group: https://chat.whatsapp.com/DCSSmdHj7xr6F39ZAAWubX Financial Network Zurich: https://www.meetup.com/entrepreneurs-focus-and-network-workshop/ Founder’s Links (Alessandro): https://linktr.ee/alessandronfthyme

**Flower the City geht in die nächste Runde🌸✨** **Worum geht’s:** • Wir gestalten gemeinsam kleine, liebevolle Notizen • Diese knüpfen wir an gerettete Blumen • Wir gehen auf die Strasse und verschenken die Blumen an Unbekannte 🖊️ Bring gerne Stifte, Sticker oder alles mit, womit du kreativ werden möchtest 📅 09.05.2026 ⏰ 16 Uhr 📍 Tibits Winterthur Komm vorbei und erlebe selber, wie schön und einfach es ist Freude zu schenken 💛🌼🤍 P.S. YGPT hat eine neue online Community! Du kannst dich kostenlos anmelden und easy mit Menschen connecten, die aus dem Leben lernen möchten und die Welt ein Stück positiver machen wollen **✨** https://ygpt-community.circle.so/c/events-1/flower-the-city-winterthur-5e3c90

We are **[Rhacklette](https://rhacklette41.github.io/),** a group of female, inter, non-binary, trans and agender (FINTA) people in Security. Our goal is to create a protected space for gender minorities in the security industry, this applies to professionals as well as students or career changers. We are a subgroup of **[DEFCON Switzerland](https://www.defcon-switzerland.org/)**, a non profit well known for the **[Area41 conference](https://area41.io/)** and **[Beer On Tuesdays (BoTs)](https://www.beerontuesday.ch/)**. DEFCON Switzerland strives to support and foster the local hacker community. We want to create a network, mainly in Switzerland, where people feel safe and understood. A safe space to learn together, in which knowledge is imparted and built up, where you can have fun together and meet other people who share the same passion. Come and join us for our monthly meetups, we look forward to welcoming you! :)

## Women Who Wonder Intergenerational Women's Circle (Second Meeting) Women Who Wonder is a biweekly circle in Zurich, for women between 18 and 108 years old. We sit together for 90 minutes, facilitated, not to advise but to share, listen to and witness each other. When it's truly heard, your story becomes wisdom Gathering in circles is one of the oldest human practices we know of. First Nations peoples in North America developed the talking circle with a talking piece to ensure that each person is heard. Women gathered in moon lodges, and in Anishinaabe full moon ceremonies women sit in a circle from youngest to oldest, passing wisdom between generations. Since the industrialisation of the 19th century, we have been segregated into age groups: school classes, work, elderly people on their own. We miss out on exchange between generations, which research links to greater well-being, stronger resilience, and even longer lives. This is why I created Women Who Wonder. Each woman speaks without interruption and can ask for the kind of response she would like, or none at all. We pass an hourglass as our talking piece. Being witnessed this way creates a tangible, lifting energy. Whether you bring the wisdom of elders or of youth, of motherhood or of those without children, join us. ### How it works To create a safe and confidential space, every attendee signs our circle agreements on arrival. The essentials: we don't interrupt, we are non-judgemental, we don't fix, and we don't sell services. What is shared in the circle stays in the circle. You don't have to prepare anything. Just come as you are. ### About me I'm Barbara, a coach, healer, and gynaecologist and obstetrician. In this circle I am a facilitator, not a medical advisor. I feel it is time for women to support each other, to learn with and from each other across generations. ### Practical details The first three meetings are free. Places are limited to 20 women. Further meetings will be CHF 50 per session. Sponsorship is available on request. The circle is held in Swiss German and English. Location: Café Bar Flor, Seefeldstrasse 63, 8008 Zürich Date: Friday, 8 May 2026, 5:00–6:30 pm

We all know that product work isn’t just about developing features. It’s about making product work sustainable - from keeping discovery alive over time to getting products launched without wasting too much energy on alignment, stakeholder management, and organisational friction. That’s often where product work starts to slip: discovery isn’t maintained, launches stall, and too much effort goes into managing the system instead of building the product. Join the **Product Academy** community at Westpark Zurich for an evening of raw insights, real-world failures, and proven frameworks from two industry experts. **Who is this for?** * The Strategist: PMs who want to use Opportunity Solution Trees (OST) to build the right thing faster. * The Change-Maker: PMs in large corporates are tired of "stalled" launches and stakeholder misalignment. * The Lifelong Learner: Anyone looking to network with the Zurich product community. **Limited spots available**. **The Lineup:** **Vivienne Clement (Product Owner @ Swiss Post)** * Talk: What happens when the Product is ready, but the Organisation isn't? * The Vibe: A deep dive into the "political" side of PMing. Learn how to manage stakeholder buy-in and overcome hidden resistance when **launching AI and B2B products** in large corporations. **John Huertas (Product Manager @ Swiss Re)** * Talk: Making Continuous Discovery & Opportunity Solution Trees Sustainable. * The Vibe: Move beyond theory. John shares lessons from a multi-year journey of experimentation to show how teams can bring more discipline to discovery, improve prioritisation, and make product decisions with greater confidence. **The details:** * 📅 When: May 7, 2026 * ⏰ Time: 18:30 CET * 📍 Where: Westpark Zurich Grab your seat and let’s level up your product game together!

**Zürich VC Breakfast: Data-Driven Investing & Networking** ☕🥐 Kickstart your morning with great coffee, fresh pastries, and high-impact conversations! Join us for an easy-going breakfast networking event at our coworking space right in the heart of Zürich. This meetup is designed for Venture Capital professionals, tech enthusiasts, and data nerds who want to connect, share insights, and discuss the future of data in venture capital—all in a relaxed, informal setting. **What We'll Be Talking About** While the networking is casual, the discussions will be cutting-edge. Bring your thoughts, questions, and experiences on topics like: * **Next-Gen Tools for Data-Driven VC:** What’s new and actually working in the modern VC tech stack? * **Data-Driven Portfolio Monitoring:** Moving beyond static spreadsheets to real-time, actionable insights. * **MCP Servers for VCs:** Leveraging Model Context Protocol to connect your AI tools securely with your proprietary deal flow and portfolio data. * *...and many other tech, AI, and investment trends you want to bring to the table!* **The Details** * **Date:** Tuesday, May 5, 2026 * **Time:** 8:30 AM - 10:00 AM * **Location:** CoWorking Office, Beethovenstrasse 48, 8002 Zürich Whether you're a seasoned partner, an associate looking to build your network, or a data engineer building tools for funds, start your day with us. Grab a coffee, meet like-minded peers, and let's explore how data is shaping the future of venture capital before heading into the workday.

Die CSS hat 2024 einen weiteren grossen Schritt auf ihrer Reise zur Business Agilität unternommen: Mit der Einführung von SAFe, sechs Agile Release Trains, einem agilen Portfolio sowie der Anpassung von Organisation, Budget und Strategie. Obwohl Scrum bereits seit 2014 in der Softwareentwicklung verankert ist, bedeutete dieser Wandel einen tiefgreifenden organisatorischen und kulturellen Schritt. In dieser Session berichtet ein Mitglied des Transformationsteams, was in den letzten zwei Jahren im agilen Umfeld der CSS mit rund 500 Mitarbeitenden geschehen ist. Themen wie agile Führung, Zusammenspiel zwischen Team, ART und Portfolio, Kommunikation, Kulturwandel und Mindset-Change stehen dabei im Mittelpunkt. Lass dich auf die Reise mitnehmen — welche Herausforderungen haben wir gemeistert, wo sind wir gescheitert und welche Themen uns weiterhin beschäftigen. Tauche mit Martin Ineichen in diese spannende Transformation ein. Ich freue mich auf viele Interessierte, einen offenen Austausch, viele Fragen und eine lebendige Diskussionen. ✱✱✱ Martin Ineichen, ist seit 12 Jahren im agilen Umfeld bei der CSS unterwegs. War mit Herzblut SM, konnte dies auch nie ganz ablegen. Vertritt agile Konzepte mit viel Enthusiasmus und gibt sein Wissen und seine Ansichten auch gerne weiter. Immer mit dem Ziel, ein besseres Arbeiten zu ermöglichen. Martin ist Mitorganisator des Agile Breakfast Luzern. In seiner Freizeit ist er ein Familienmensch mit einem grünen Daumen.

📍 Da Raffaele, Zürich (5 min from HB) 🗓️ Thursday 7th May \| 🕖 18:30 – 21:00 🗣️ Language: English & Deutsch In one evening, you'll have structured, rotating conversations with professionals from across the Zürich area — guided by prompts to make sure it get's interesting. By the end of the night, you'll have met a couple interesting people and you will have eaten great pizza. The format: 1.⁠ ⁠Order your drink, get your prompt card 2.⁠ ⁠Structured speed rounds begin (4–5 min per pairing) 3.⁠ ⁠We have dinner No preparation needed. Just show up. Who this is for: Scrum Masters, Product Owners, Agile Coaches and practitioners Freelancers and consultants looking to grow their network Newcomers to the Zürich Agile scene Anyone curious about Agile, regardless of experience level If you've been meaning to grow your professional network in Zürich but never quite found the right setting — this is it. What you'll walk away with: A handful of real connections, conversations that went somewhere, and a broader foothold in one of Zürich's biggest professional communities. 🎟️ Spots are limited to 12 Organised by the Scrum User Group Zürich— part of the global Scrum Alliance network.

The DevOpsDays Zürich are back again! **DevOpsDays Zurich is a single track, english language conference with various formats:** * Great community & evening event! * 30min talks * 5min [Ignite talks](https://devopsdays.org/ignite-talks-format/) (20 slides, auto-forwarding) * [Open Spaces](https://devopsdays.org/open-space-format/) (self-organized during conference) * Workshops (hands-on sessions in a classroom setting) Check [https://www.devopsdays.ch/](https://www.devopsdays.ch/) for details Join us now and grab your ticket! Sale starts on January 1st, 2026 at [https://www.devopsdays.ch/tickets](https://www.devopsdays.ch/tickets) Looking forward to meet some of you at the DevOps Days! **To take part, please book a ticket directly with the link provided above.** This meetup event is just for reference and not for admission.

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

**A Transformative Half-Day Event** Welcome to Confidence Lab, the ultimate experience designed to help you step into your most confident self. This half-day event is packed with actionable strategies, inspiring sessions, and opportunities to connect with like-minded individuals who are ready to invest in their personal and professional growth. Whether you’re looking to advance in your career, deepen your self-belief, or simply embrace new challenges, Confidence Lab is your starting point. **What You’ll Experience** **Your Confidence Lab ticket includes:** * **Engaging Speaker Sessions**: Learn from experts about harnessing confidence in your career, relationships, and everyday life. * **Interactive Experiences:** Participate in dynamic activities designed to help you step into your most confident self. * **In-Depth Audience Q&A:** Get direct insights from speakers as they answer your most pressing questions about building confidence and stepping into leadership. * **Networking Opportunities**: Connect with a supportive community of professionals and confidence enthusiasts. **2026 Speaker Sessions:** * **Seeing Clearly** Understand how you show up - and what’s been getting in the way. * **Confidence in Relationship** Communicate, navigate conflict, and build trust more effectively. * **Sustainable Agency** Learn how to lead without burning out. Your energy is part of the strategy. * **Confidence in Service** Align how you show up with the impact you actually want to have. **This Is For You If…** * You’re ready to take up more space in your work or life * You want to communicate with clarity and confidence * You’re stepping into (or preparing for) leadership * You’re done second-guessing yourself **Our Speakers** **Lachandra Baker** Founder of LBB Edutainment and the kind of person who makes you realize you’ve been confusing confidence with performance your whole life. Lachandra blends psychology, research, and radical humanity to help individuals and teams stop code-switching their way through the day and start showing up as someone they actually recognize. Expect to be challenged, affirmed, and genuinely seen - sometimes all in the same breath. **Annette Santiago Reyes** Annette has a rare talent: she makes the way you communicate feel like a discovery, not a critique. A connection catalyst and culture strategist, she helps people understand why they show up the way they do, and how to bridge the gap between intention and impact. Whether you're navigating change, life’s challenges, or simply trying to better understand yourself and others. Annette gives you the language and the lens to get there. **Elizabeth Wangugi** Creator of The Nap Concert and the RESTOR™ framework, Elizabeth is here to tell you that rest is not a reward - it’s a strategy. Rooted in neuroscience and restorative practice, her work helps high-achievers stop running on fumes and start leading from a place of actual capacity. If your calendar is full and your tank is empty, Elizabeth might be the most important person you hear from at Confidence Lab. **Stephanie Andrews** Founder of Social Black Butterfly Training & Consulting, Stephanie knows what it takes to lead through complexity because she’s done it across social services, healthcare, and operations. She specializes in succession strategy and leadership development, equipping leaders to build trust, navigate the hard moments, and leave something worth inheriting. Stephanie doesn’t just develop leaders. She develops the kind of leaders people actually want to follow. **Lillian Morales-Laster** SVP Human Resources Director at United Midwest Savings Bank and Executive Director of the Empowering Latinas Leadership Academy (ELLA). Lillian has spent her career combining her passion for equity and inclusion with her experience in human resources to lead teams and organizations in the development of supportive work environments. She leads with a vision of ensuring Latinas' voices are included in crucial decision-making processes, because for Lillian, ELLA is more than just a program. It's a vibrant community of hermanas supporting and uplifting each other as they navigate their paths to leadership. A Columbus Business First Community Champion and Distinguished Hispanic Ohioan, her commitment to empowering others shows up everywhere she goes. **Rachyl Kershaw** Founder of Greater Columbus Consulting and the architect behind the Confidence Lab Annual Summit, Rachyl has a gift for cutting through the noise, helping high-achievers stop performing success and start living it. She asks the questions most people are afraid to, creates space for honest reckoning, and somehow makes the hard work feel energizing. If you’ve ever wondered why doing everything right still feels like something’s missing, you’re in exactly the right room. **Why Confidence Lab?** Confidence is the foundation for success in every area of life. Whether you’re navigating a career change, launching a business, or striving for personal growth, building your confidence is the key to unlocking your higher purpose. This is your chance to invest in yourself and start living boldly. **Join Us on May 4** Confidence Lab is more than just an event - it’s a movement. Step into your power, embrace your potential, and make this the year you thrive. Secure your spot today and take the first step toward a more confident YOU. Cost should never be a barrier to growth. If you'd like to request a complimentary community ticket, reach out to us at [hello@confidencelab.org](hello@confidencelab.org), no explanation needed. Read more and see additional ticketing options at [https://confidencelab.org/](https://confidencelab.org/)

You have heard about AI. You know it can benefit your business. \- Can it save you time? \- Respond to customers faster? \- Allow you to take extra profits? Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals. Free. No hype. Just discussing how AI can be implemented in your small business. Rise Commercial District 1509 Blatt Blvd Gahanna, Ohio 43230 Conference Room: Once inside building, conference room is down the left hallway

When judging morality, should we prioritize **intentions/duty** or **outcomes/results**? It introduces two influential philosophers as representatives of these approaches. * **Immanuel Kant (deontology):** An action is moral when it is done from **duty** and follows rational, universal principles (the **categorical imperative**). Certain acts—like lying—are wrong regardless of the consequences; you can’t do a wrong thing for a right reason. * **John Stuart Mill (utilitarian consequentialism):** The morality of an action is determined by its **effects**, specifically how much **happiness/well-being** it produces. Mill argues that some pleasures are “higher” than others, and that good intentions don’t redeem harmful outcomes. ## Discussion Questions 1. **The lying dilemma:** A murderer comes to your door and asks if your friend is hiding inside. Kant would say you must not lie. 2. **Can good intentions rescue a bad outcome?** 3. **The organ harvest problem:** A surgeon has five patients dying of organ failure and one healthy patient in for a checkup. Killing the one to harvest organs would save five lives, and the math works out for the utilitarian. Why does this feel so deeply wrong? Is that feeling a point in Kant's favor, or just a bias we should overcome? 4. **Do rules need exceptions?** Kant insists moral rules must be universal, with no exceptions. But most of us can imagine extreme scenarios where any rule seems like it should bend. Does the need for exceptions fatally undermine deontology, or is the strength of the system precisely that it refuses to bend? 5. **Who gets to calculate the consequences?** Utilitarianism asks us to maximize good outcomes, but we're notoriously bad at predicting consequences. If we can't reliably know the results of our actions, is it practical to base our entire moral system on outcomes? Does this uncertainty push us back toward rules and principles? 6. **Everyday morality:** Think about a real moral decision you've made recently, even a small one. Did you reason more like a Kantian (what's the right thing to do in principle?) or more like a utilitarian (what will produce the best result?)? Do most people naturally lean one way? 7. **Justice vs. the greater good:** A town can prevent a deadly plague by sacrificing one innocent person. The greater good is clearly served. But is it just? Can an action be morally right and deeply unjust at the same time? 8. **The big synthesis question:** Are these two systems actually opposed, or do they often arrive at the same answers by different paths? Is it possible that we need both: rules to guide us in the moment and consequences to evaluate systems and policies over time?