Identity & Access Management

**The AWS Women’s User Group Berlin** is thrilled to invite you to our upcoming meetup sponsored by Storm Reply focused on **Building production-ready AI agents for real-world impact.** Join us for a deep dive into how to build, observe, and evaluate AI agents at scale. You’ll also see how these ideas come to life in a real-world climate-smart agriculture solution that turns weather forecasts into actionable field guidance. Whether you’re building agentic systems today or planning what comes next, this meetup will give you practical insights into making AI agents work in production. **Speaker Info** **Keynote Talk** **Speaker:** Tetiana Senna **Position:** Team Lead / Senior Project Manager, Storm Reply **Talk Title:** Trust, but Verify: Observability and Evaluations for AWS Agents **Abstract:** Getting an AI agent to work in a demo is easy. Knowing whether it still works in production - after the next prompt change, the next model upgrade, the next edge case - is the hard part. Unit tests don't cover non-deterministic behavior, and manually reviewing a handful of runs doesn't scale. This talk walks through the two practices that close that gap: observability (understanding what actually happened inside your agent) and evaluation (deciding whether the outcome was any good). We'll dig into Amazon Bedrock AgentCore's Observability and Evaluations capabilities, compare the proven evaluation approaches - built-in LLM-as-a-Judge evaluators for automatic quality monitoring, and custom evaluators for business-specific correctness checks - with a candid look at what each one is good for, where it falls short, and what it costs to run at scale. We'll also take a close look at AgentCore Optimization, AWS's newly previewed feature in this space. **Applied Agentic AI Talk** **Speakers:** **Vidhu Mitra Malladi:** Senior Software Engineer, Yara Digital Farming **Chamika Hasanthi:** Senior Software Engineer, Yara Digital Farming **Talk Title:** Weather Risk Intelligence Agent for farmers & Agronomist Abstract: Unpredictable weather events — heavy rainfall, drought, frost, and heatwaves pose significant risk to crop yield and fertilizer efficiency. While forecast data is widely available, it is rarely translated into timely; field-level guidance farmers can act upon. Using AWS AgentCore framework and AI capabilities, we can turn weather predictions into clear agronomic actions, supporting climate-smart agriculture at scale. **You'l learn:** * Implementation of the solution using AWS Agent Core framework * Architecture of the project. 🗓️ **Event Details:** \- Date: Tuesday\, June 30th \- Venue: Storm Reply GmbH\, [address](https://www.google.com/maps/place/Storm+Reply+GmbH/@52.5012692,13.368852,17z/data=!3m1!4b1!4m6!3m5!1s0x47a851119af460c5:0x35e34ba578e8b1ec!8m2!3d52.5012692!4d13.368852!16s%2Fg%2F11gg9298pv?entry=ttu&g_ep=EgoyMDI2MDUxNy4wIKXMDSoASAFQAw%3D%3D) \- Time: 06:00 PM \- 9:00 PM Doors open at 6:00 PM Food & drinks will be provided. 📋 **Program Schedule:** **18:00** \- Registration and Welcome Networking **18:20** \- AWS Women's User Group Welcome **18:30** \- "Trust\, but Verify: Observability and Evaluations for AWS Agents" **Speaker:** Tetiana Senna, Team Lead / Senior Project Manager, Storm Reply A practical session for anyone working with AI agents on AWS who wants the confidence to put them in front of real users. You'll leave with a clear framework for monitoring agents in production and a concrete approach to evaluating their behavior over time. **19:15 - 19:30** Break **19:30** \- "Weather Risk Intelligence Agent for farmers & Agronomist" **Speakers:** Vidhu Mitra Malladi, Senior Software Engineer, Yara Digital Farming & Chamika Hasanthi, Senior Software Engineer, Yara Digital Farming Discover how AI agents can transform weather forecasts into actionable, field-level farming guidance. **20:10** \- Q&A and closing remarks **20:15 - 21:00** Networking, food & drinks 🎟️ **RSVP** Don't miss this excellent opportunity to connect with Tetiana, Vidhu, the AWS WUG Team and a thriving community of cloud enthusiasts and professionals. Secure your spot by RSVPing now! Seats are limited! Please note that this user group is specifically for WOMEN and FLINTA\* (female, lesbian, inter, trans\*, non-binary, and agender) only. Please also check out the AWS User Group Berlin. \*\*\*\*\*\* 🚨Attention🚨 This meetup is hosted at Storm Reply GmbH and attendees must be registered to go through building security. Make sure you bring an ID card with you, and you register the event with a valid name that matches to your ID. Media and Consent: We inform all attendees that photographs and videos will be taken during the meetup and will only be used by the event organizers for documentation and promotional purposes. By RSVPing to this event you are consenting to our media policy. Please let the organizers know if you do not want to be in the pictures/videos. Thank you very much for your cooperation! \*\* The AWS Women’s User Group is the very first official women-centric AWS User Group in DACH and EMEA. This group serves as a secure and supportive platform for women who want to share their AWS knowledge, passion for cloud computing and advance their career through targeted learning opportunities. We extend a warm invitation to FLINTA individuals who are interested in being part of our User Group. Code of Conduct: At the AWS Women's User Group in Berlin, we have a strong and unequivocal code of conduct in place to create a safe and empowering environment for all.

Yin & Essential Oil with Sound for Deep Relaxation is a calming and restorative experience designed to help you fully unwind and recharge. This class combines long-held Yin Yoga postures with soothing essential oils and healing sound elements to release tension from both the body and mind. Gentle stretches support deep relaxation while calming aromas and sound vibrations create a peaceful and grounding atmosphere. The slow pace of the practice encourages stillness, mindfulness, and nervous system regulation, allowing the body to soften deeply and the mind to settle. Perfect for stress relief, emotional balance, and complete relaxation. https://www.eversports.de/org/activity/c01d1b64-a798-45a0-8c8c-10240866f080

## AI IN RETAIL: AGENTIC OPERATIONS & COMMERCE ​Die Expert Group „AI in Retail“ bietet Entscheidungsträger:innen aus Handel, Konsumgüterbranche und Technologie eine Plattform für regelmäßigen Austausch – vom Use Case zum Business Case. ​Unser zweites Treffen steht im Zeichen von „Agentic AI im Handel“ – und wir beleuchten das Thema aus zwei Perspektiven: Wie setzt ihr selbst KI-Agenten in euren Prozessen ein, um operative Abläufe end-to-end zu übernehmen und Kosten zu senken? Und was bedeutet es, wenn Agenten bald auch von außen auf euer Unternehmen zugreifen, einkaufen oder euch als Kanal umgehen? Konkret, praxisnah und interaktiv – mit Impulsen, Workshops und dem Austausch mit Branchenkolleg:innen und führenden Expert:innen. ​Lösungen für heute. Strategien für morgen. ​Bitte geben Sie uns bis zum 25.06. Bescheid, ob Sie dabei sein werden. Die Teilnahme ist kostenfrei & bedarf der Bestätigung durch den KI Park. *** ## ​AGENDA ​11:30 – Ankommen, Vernetzen + gemeinsames Lunch ​12:30 – Begrüßung & Warm-up ​ ​**AGENTIC OPERATIONS** * ​Keynote: Agent ≠ Chatbot ≠ Dashboard – KI als Prozessverantwortung ([Marco Szeidenleder](https://www.linkedin.com/in/szeidenleder/?utm_source=luma) \- Gründer & Managing Partner \- [Pandata](https://www.pandata.de/?utm_source=luma)) * ​Keynote: Agenten testen bevor sie live gehen – Qualitätssicherung ohne Tech-Hintergrund (Dr. Nicolai Bohn - Co Founder & CEO - [Rhesis AI](https://rhesis.ai/de?utm_source=luma)) * ​Workshop: Der nächste Mitarbeiter ist kein Mensch: KI-Agenten im Retail-Betrieb einsetzen ([Aaron Koivunen](https://www.linkedin.com/in/aaron-koivunen?utm_source=luma) CTO & Founder & [Adriana Carmona Beltran](https://www.linkedin.com/in/adriana-carmona-beltran/?utm_source=luma) Co Founder - [TEDIX](https://tedix.dev/?utm_source=luma)) ​**AGENTIC COMMERCE** * ​Impuls + Diskussion: Agentic Commerce & die Fragen, die niemand stellt ([Paul Krauss](https://www.linkedin.com/in/paul-krauss-ba89605b/?utm_source=luma) \- Partner AI \- [Team One Developers](https://www.team-one.de/?utm_source=luma)) * ​[Stephan Ritter](https://www.linkedin.com/in/stephanritter/?locale=de_DE&utm_source=luma) ([Deloitte Digital)](https://www.deloittedigital.com/de/en.html?utm_source=luma) x [Tim Bielski](https://www.linkedin.com/in/timbielski/?utm_source=luma) ([Shopify](https://www.shopify.com/de?utm_source=luma)): ACO Opportunities, "No Regret Moves" and Experience Outlook * ​Showcase: Kundenbindung in der Agentic World – wie Retailer den Kundenkontakt behalten ([Ralph Hünermann ](https://www.linkedin.com/in/odoscope-ralph-hunermann/?utm_source=luma)\- Gründer & CEO \- [ODOSCOPE](https://www.odoscope.com/de?utm_source=luma)) ​ ​18:00 – Next Steps & Networking ​ ​Das Event wird auf Deutsch stattfinden. *** ​**Fragen zum Event? ->** retail@kipark.de

Join us for an evening of ethically concerning jokes! We'll meet, have a beer, and play a round of cards against humanity. Laughs will be had, groans will be groaned, beer will go down the hatch. This event is public, and prior experience with the game is not required. You are not required to drink alcohol, but please note that we are crashing a bar (cash only), so a beverage purchase or two is appropriate and necessary for us to maintain their goodwill. See you there!

We are back in the c-base! Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine! Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs. There are drinks usually available from the c-base bar. If you can't find us. just ask around or ask in irc (#krebs on hackint)

We are excited to feature **Fazl Barez**, who is currently a Senior Research Fellow at **University of Oxford** and will discuss "**Towards Automated Interpretability for AI Safety**", lasting approximately 45 minutes. After the talk, seize the opportunity to connect with fellow AI enthusiasts to share ideas and questions while enjoying free drinks and pizza. **Door close by 7.15pm, so please come early! Also, "attend"ing (RSVP) here on Meetup is strictly necessary to be guaranteed entry.** Please note that Meetup has recently been quite keen on promoting its Plus program. However, you are not obligated to purchase it, as both our events and the platform remain free. **Who is this event for?** This event is open to everyone interested in state-of-the-art AI research. We especially design it for students, PhD candidates, academic researchers, and industry professionals with a research focus in machine learning. **Abstract**: TBA **Bio**: TBA We are [BLISS](https://bliss.berlin/) e.V., the **AI** **organization** in Berlin that **connects like-minded individuals** who share great interest and passion for the field of machine learning. This summer 2026, we will, again, host an exciting speaker series on site in Berlin, featuring excellent researchers from cohere, ETH Zürich, University of Oxford, HuggingFace, and Stanford University. Website: [https://bliss.berlin](https://bliss.berlin/) Youtube: [https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin) Disclaimer: By attending this event you agree to be photographed.

There’s a peace and relaxation possible for everyone, that can occur with total ease, with a simple body process, called Access Bars ® Access Bar is like hitting the delete button on your computer’s hard drive. Negative thought patterns and mental chatter can be released and a space for peace, ease and new possibilities opens up. Best, everyone can learn this body process in a one day class. You can give the Bars® to your family and friends and to your clients. And of course you can let the Bars run also on yourself. Access Bars ® and Bodyprocess classes in English take place once a month, classes in German twice a month. Just ask for your desired date. Would this class be a contribution to your body, to your life, your business? Then I would like to have you in a one-day Access Bars. Consider this your invitation to a totally different paradigm for healing, change and transformation in all aspects of your life. The Access Bars class fee is 380 Euro, Practitioner License, Manual, Charts, food and drinks included. PLEASE NOTE THAT REGISTRATION IS ONLY POSSIBLE BY PHONE. For more information please visit my website: https://www.i-feel-so-good.de/home-en.html What happens in the brain during a Bars Session: https://www.youtube.com/watch?v=DgGbFRjqQPk If you have any question or you want to book a session, do not hesitate to contact me. Once a week we have an Access Bars ® evening that gives you the opportunity to exchange the Bars® and to meet other practitioners. ®

Join us for the **Berlin DevOps Summer Meetup**: our last edition before the summer break! We're excited to be hosted by **Parloa** for an evening of interesting talks, discussions, and networking. There will be food and drinks provided, and plenty of time to connect with fellow DevOps enthusiasts. **📌 Please register at least 24 hours before the event.** We need to share the attendee list with the Parloa office in advance, and **spots are limited**. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Agenda** 18:30 Open Doors, Networking with Food and Drinks 19:00 Welcome words by Parloa and BLN DevOps team 19:25 **Running K8s with AI: Automating** **the SRE Lifecycle with Grafana MCP and GitLab** 19:50 **The Pipeline Was Green — AI Agents and CI Trust** 20:15 Short Break 20:30 **Managing Uninvited Guests: Securing Open Source Dependencies** 20:55 Networking 21:30 Closing ➡️ Interested in hosting an event? Fill out our [Call for Hosts](https://docs.google.com/forms/d/e/1FAIpQLScBpga8Yp-QAQt2lGskZWOThaKyQ_MbMbZaNcklgeXxqr5Vrg/viewform?usp=sf_link) and let's set up a meeting. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- *Christoph Ebeling* **Running K8s with AI: Automating** **the SRE Lifecycle with Grafana MCP and GitLab** What does it look like to run 30+ microservices, 8 databases, and a Kafka cluster almost entirely through AI agents? This talk walks through a practical demo of automating the full SRE lifecycle: from incident investigation to deployment validation, using Grafana MCP and the GitLab Agent Platform, and where humans still need to stay in the loop. *Serhii Vasylenko* **The Pipeline Was Green — AI Agents and CI Trust** We’ve spent years building CI/CD pipelines that tell us when code is "technically correct," but are they capable of telling an autonomous AI agent if a change is safe to apply? This talk explores a real-world incident where an AI-powered automation -- pairing Renovate with Claude Code -- successfully executed a "green" pipeline that broke a critical QA cluster for three days, how the team reacted, and how we evolved our vision toward the future of human-agentic collaboration with code. *Frithjof Hoffmann* **Managing Uninvited Guests: Securing Open Source Dependencies** Open source software is the ultimate neighborhood party, but what happens when an uninvited guest slips through the door? This talk digs into the messy reality of dependency hell and its role in software supply chain security: from typosquatting attacks to maintainer account takeovers, and the abandoned projects with known CVEs quietly living in your codebase rent-free.

**🧡 Hello Dear Chess Enthusiasts!** **☕ Participation fee** * **€1 donation (cash only, please bring exact change)** * **You must buy a drink or food before sitting.** **(We were warned that you cannot sit without buying a drink.** This is a private café. Outside food or drinks are not allowed.**)** **📢 Chess Board** Please bring it if you have one. Otherwise, you may need to wait to play. **🕥 Please arrive on time** If you are more than 30 minutes late, there might be no table. The venue is reserved until 1:00 pm, so we should prepare to leave by that time. **📌 Location** The Bode Museum Café is on the first floor. Walk up the stairs. No ticket needed; just tell the staff you’re going to the café. **✨ Chess for fun** This meetup is organized by beginners for beginners and enthusiasts who are eager to practice, improve, and enjoy chess in a friendly and supportive environment. **📖 Basic knowledge is good to have.** ( [https://en.wikipedia.org/wiki/Rules_of_chess](https://en.wikipedia.org/wiki/Rules_of_chess) ) **📷 Instagram** [https://www.instagram.com/berlin_chess_club/](https://www.instagram.com/berlin_chess_club/) **💬 WhatsApp Group** This group is only for event participants. To get access, please ask the host during the event. 🚩**We have no tolerance for discriminatory(sexist, racist, and other) jokes or comments.** **🌸 Thank you & See you** *Photos and videos may be taken for social media and memories. Let an organizer know if you prefer not to be filmed.*

***An Evening of Authentic Relating, Attunement and Connection*** What becomes possible when authenticity and belonging meet? This first Authentic Belonging Circle is an invitation to slow down, arrive more fully in yourself, and explore genuine connection with others. Together we'll create a space rooted in play, supported by clear boundaries, and open to depth. During the evening, we'll explore a blend of Authentic Relating games, partner exercises, embodied practices, and Circling. Some moments may be light and playful, others more intimate and reflective. You are invited to: • connect with yourself and others in new ways • practice deep listening and authentic expression • explore what it feels like to stay connected to yourself while relating • cultivate greater presence, attunement, and belonging No previous experience is needed. Whether you're new to these practices or already familiar with them, you're warmly welcome. The circle is held by Manuela, a systemic coach and facilitator trained in Authentic Relating, Heart IQ, TEPP, and other relational and embodiment-based approaches. (Learn more at [authentic-belonging.com](https://authentic-belonging.com/)) **Practical information** 📍 Private location in Berlin-Schöneberg (shared after registration) 🗣️ Language: English & German 👥 Maximum 10 participants 💰 Contribution: €15 / €20 / €25 Choose the amount that best reflects your current financial situation. 📱 **Registration required.** Please register & message me here or via WhatsApp: [https://wa.me/4915731655758](https://wa.me/4915731655758) I'll confirm your spot and share the exact location. *Spaces are limited to 10 participants. This event is also shared through other channels, so Meetup RSVPs will not reflect the current number of registrations.* **Belonging without performing. Connection without masks.**

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

This will be the first meetup of the group. A relaxed evening for people interested in bug bounty hunting, web security, AppSec and vulnerability research. The main goal is to meet like-minded people, talk about bugs, tools, targets, methodology, reports, interesting findings and whatever else comes up around security research. Since it is the first event, we can also spend a bit of time discussing how future meetups should be structured: casual chats, hacking sessions, short talks, tool sharing, report discussions or presentations. As soon as at least **3 people join**, I will look for a suitable location. The first meetup will probably be in a **café, bar or restaurant**. If there is enough interest in presentations, I can also look into booking a room with a **TV or projector** for future events. No preparation needed. Please keep everything legal and authorized.

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!

Our next much-awaited **COLUMBUS** meetup is **Tuesday June 30th from 7-10 pm EST at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new ones! Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect. Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.

This presentation will be by Ben Iten, humanist chaplain and HCCO Board Member. Speaking on expressing Humanism values in American democracy. This meetings will be hybrid. You can meet us in-person or attend online. The formal presentation will start at noon. Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk. The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event. Join Zoom Meeting [https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1) Meeting ID: 878 3656 4953 Passcode: 760812 One tap mobile +19292056099,,87836564953#,,,,\*760812# US (New York) +13017158592,,87836564953#,,,,\*760812# US (Washington DC)

**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.** How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently? Then we will go into a topic discussion. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **COMMUNITY AGREEMENTS** \*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\* 1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group. 2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another. 3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up. 4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space. 5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable. 6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow