Kali

Welcome to the PyData Berlin May meetup! We would like to welcome you all starting from 18:00. There will be food and drinks. The talks begin around 18.30 and the doors will close at 18:45. **Make sure to arrive on time!** Please provide your first and last name for the registration because this is required for the venue's entry policy. If you cannot attend, please cancel your spot so others are able to join as the space is limited. **Host**: **GetYourGuide** is excited to welcome you to this month's version of PyData. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* The Lineup for the evening **Talk 1: Text2SQL in the Wild — Agentic Workflows & Semantic Models on Customer Data** **Abstract**: Translating a business user's natural language question into a reliable SQL query has huge value for business analysts, but doing it accurately at scale, on messy enterprise data, for complex queries, is incredibly difficult. This talk walks through a production Text2SQL system built on four pillars: semantic models built on customer data, RAG-based semantic search, an agentic verification and correction loop for building the SQL, and an evaluation framework for the entire process. Raw schema information is not enough for text2sql to work. Rather, thorough documentation including business metrics, synonyms, and qualified example queries, are required. We'll cover how to automate this documentation pipeline by mining query logs, generating descriptions with LLMs, and organizing everything into a knowledge graph and vector search index. From there, we'll dive into the agentic flow that takes a user question and iteratively generates, validates, and fixes SQL against a live database. The agentic framework analyses syntax errors and execution results to help it fix the SQL. Participants will leave with practical takeaways on RAG architecture for structured data, agentic retry patterns, and how to think about evaluation for Text2SQL systems in production. **Speaker**: Oren Matar **Bio**: Oren Matar is a principal data scientist and algorithms developer, with a background in social sciences and Bayesian methods. He specializes in NLP and time series forecasting, as well as agentic methods for data retrieval and processing. **Talk 2: Interpreting and Communicating Statistical Models** **Abstract**: Extracting actionable insights from complex statistical models remains a challenge, as raw coefficients are often uninterpretable due to nonlinearity, interactions, or hierarchical structures. This talk introduces a unified framework for model interpretation based on the principles of the Marginal Effects project ([https://marginaleffects.com/](https://marginaleffects.com/)). We move away from internal model parameters toward quantities of interest, such as marginal effects and adjusted predictions that translate statistical output into the "natural language" of the data. We will demonstrate these concepts in Python using the Bambi interpret module, showcasing a seamless workflow for interpreting Bayesian models built on PyMC. The audience will learn how to use the four primary interpretative pillars: Predictions, Comparisons, Slopes, and Marginal Means to compute average marginal effects and visualize conditional relationships. By the end of this session, you will be equipped to turn sophisticated GLMs and multi-level models into clear, rigorous narratives that are easily communicated to stakeholders. **Speaker**: Juan Orduz **Bio**: Juan is a Mathematician (Ph.D. Humboldt Universität zu Berlin) and Principal Data Scientist at PyMC Labs. He is interested in interdisciplinary applications of mathematical methods. In particular, time series analysis, Bayesian methods, and causal inference. **Lightning talks** There will be slots for 2-3 Lightning Talks (3-5 Minutes for each) between the two main talks. Kindly let us know if you would like to present something :) \*\*\* NumFOCUS **Code of Conduct** THE SHORT VERSION Be kind to others. Do not insult or put down others. Behave professionally. Remember that harassment and sexist, racist, or exclusionary jokes are not appropriate for NumFOCUS. All communication should be appropriate for a professional audience including people of many different backgrounds. Sexual language and imagery are not appropriate. NumFOCUS is dedicated to providing a harassment-free community for everyone, regardless of gender, sexual orientation, gender identity, and expression, disability, physical appearance, body size, race, or religion. We do not tolerate harassment of community members in any form. Thank you for helping make this a welcoming, friendly community for all. If you haven't yet, please read the detailed version here: https://numfocus.org/code-of-conduct \*\*\*

**⚠️ IMPORTANT: REGISTRATION MANDATORY ⚠️** Registration on **Luma** is **REQUIRED** to attend this event. **Link: https://luma.com/1sre8dy7?utm_source=meetup** Your registration is subject to host approval. You must complete the registration process on lu.ma to receive the full event location details and confirmation of your attendance. **Please note: Without approved registration on Luma, you will NOT be able to access the event location or attend.** We are excited to host a **BLISS x dida workshop** featuring **Lazar Obradović (Lead Data Scientist @ cognee.ai)**, who will guide us through an interactive session on Agentic AI. ​Title: Explainable Scientific Discovery with AI Memory: Hypothesis Generation and Validation with Cognee and Bayer 📅 Date: 27.05.2026 🕕 Time: 18:00 📍 Location: TU Berlin Marchstrasse 23 [Room 0.011] ​The session will last around 2 hours, followed by a networking session with dida and fellow AI enthusiasts (and free pizza!🍕). Bring your laptop! **​Abstract: Building "AI scientist"** systems that can reliably generate and evaluate research ideas remains effectively an open problem. While LLMs make hypothesis generation cheap, current systems still struggle to connect evidence across papers, domains, and mechanisms in a structured and reusable way. Evaluation is equally difficult, often relying on opaque “LLM-as-a-judge” methods that are hard to interpret or reproduce. We use Cognee to ingest scientific literature and construct a graph-based representation of papers, claims, and entities with associated vector embeddings. We then use this structure to select and organize the context used for hypothesis generation. Candidate hypotheses are evaluated using explicit graph- and vector-based metrics grounded in the underlying corpus. Initial evaluations by Bayer across targeted biomedical domains demonstrated that graph-based AI memory can reliably support scientific hypothesis generation and validation. **⚡ FINAL REMINDER ⚡** **You MUST register and be approved on Luma to attend. The event location will only be visible after your registration is confirmed by the host. Link: https://luma.com/1sre8dy7?utm_source=meetup** *** We are **BLISS e.V.**, Berlin’s AI community connecting like-minded individuals passionate about machine learning and data science. Our **BLISS Workshops** connect **students and young professionals with industry partners**, offering an inside look into **how machine learning is applied in real-world settings** \- from research and development to deployment\. ​We are **dida**, scientific engineers who believe that **reliable AI** should not be a **"black box".** That is why we prioritize transparency, mathematics, and code over hype. By **bridging the gap between theoretical research and production**, we develop custom white-box AI solutions that are fully explainable, rigorously engineered, and free of "magic". ​​​dida Website: [https://dida.do](https://dida.do/?utm_source=luma) ​​dida Youtube: [https://www.youtube.com/@dida-do](https://www.youtube.com/@dida-do?utm_source=luma) ​​​BLISS Website:[ https://bliss.berlin](https://bliss.berlin/?utm_source=luma) ​​​BLISS Youtube:[ https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin?utm_source=luma)

Register: https://www.eventbrite.de/e/build-smarter-ai-graphrag-generative-ai-workshop-tickets-1985345958205 Join us for a hands-on introduction to Generative AI with Neo4j at 42 Berlin. **Large language models are powerful — but without structure, they lose context fast.** **As part of the mAI ist für AI series at 42 Berlin, this workshop explores how [Neo4j](https://neo4j.com/ "https://neo4j.com/") can improve GenAI applications and reduce common challenges such as hallucinations.** In this instructor-led workshop, participants will explore how graph databases can improve GenAI applications and reduce common challenges such as hallucinations. You’ll learn key concepts including Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), GraphRAG, vector search, knowledge graphs, and AI agents. The workshop follows a **mixed format, combining short theoretical inputs with practical exercises**. Participants will work through tasks while instructors are available to support and answer questions.

**Bob on Tour – IBM Bob live erleben 💙** Wie fühlt sich ein agentischer Coding Assistant im echten Entwicklungsalltag an? Bei **Bob on Tour** kannst Du IBM Bob gemeinsam mit Expert:innen hands-on ausprobieren. In einem eintägigen, technisch fokussierten Format arbeitest Du an realistischen Coding-Aufgaben, von geführten Labs bis zur Anwendung auf eigene Use Cases. Dabei lernst Du, wie Bob Entwicklungsworkflows ergänzt, Codebasen verständlicher macht und mehrstufige Aufgaben unterstützt. **Das nimmst Du mit:** ✅ Sicherer Umgang mit den wichtigsten Bob-Funktionen ✅ Praktische Erfahrung mit agentischer Coding-Unterstützung ✅ Impulse für reale fachliche und technische Problemstellungen 👉 **[Jetzt anmelden und IBM Bob live erleben](https://luma.com/5g0x9318)**

**Berlin, let’s talk agents. 🚀** We’re bringing the local AI community together for another evening focused on the fast-evolving world of **generative AI and autonomous agents** — and how teams are turning them into practical, scalable solutions. The meetup will feature a short session on what it really takes to **operationalize AI agents**: from design and deployment to oversight, orchestration, and management in production environments. After that, the floor is yours — with plenty of time to meet other builders, exchange perspectives, and continue the conversation over food and drinks. **What to expect:** 🎤 A featured talk on building and managing AI agents in practice 👀 A closer look through live demos 🤝 Informal networking with AI practitioners, builders, and innovators 🍻 Discussions with the Berlin data & AI community over drinks and pizza Whether you’re already experimenting with multi-agent systems or just starting to explore the space, this meetup is a chance to hear how others are approaching the challenge, share ideas, and connect with peers in Berlin.

A dark stand-up work-in-progress English comedy hour about Sofia May's experience as a former assistant of Buddhist cult leader A dark stand-up work-in-progress comedy hour about Sofia May's experience as a former member of a Buddhist cult's inner circle, working as the assistant of a very chic, diabolical, female cult leader. After living the life of a religious Buddhist zealot in a secluded community deep into the Colorado Rocky Mountains for years, Sofia hit the road and blew the whistle. It isn't a famous cult yet, but through exposés, podcasts and general trash-talking, it will be in a year. What's more, now a self-proclaimed "Buddhaphobe", she intends to ruin your relationship with Buddhism too. [Tickets](https://www.eventbrite.co.uk/e/the-buddha-wears-prada-tickets-1989158516670?aff=oddtdtcreator) This show will debut at the 2026 Edinburgh Fringe festival. Come watch it take shape. Venue: Hier Wo Du Strahlst ([Rosa-Luxemburg-Straße 20, 10178 Berlin](https://www.google.com/maps/place//data=!4m2!3m1!1s0x47a84f3fda4f0415:0xe3d4dff6f5d57bf1?sa=X&ved=1t:8290&ictx=111 "https://www.google.com/maps/place//data=!4m2!3m1!1s0x47a84f3fda4f0415:0xe3d4dff6f5d57bf1?sa=X&ved=1t:8290&ictx=111")) Doors: 19:00 Showtime: 20:00 - 21:00 [Tickets](https://www.eventbrite.co.uk/e/the-buddha-wears-prada-tickets-1989158516670?aff=oddtdtcreator) PAY WHAT YOU CAN About Sofia May: Sofia May was born and raised in New York City on Ren and Stimpy and bad boundaries. Her comedy style is dark and whimsical. People often say, “She’s so innocent! Just like O.J. Simpson!”.She has performed all over Europe, in London, NYC, SF, and the Edinburgh Fringe the last 3 years. She performs on a nightly basis in Berlin and produces the weekly show Stand-up at The Shine. And she really did spend 7 years in Buddhist cult in off the grid in Colorado in the inner circle as the leader's assistant. [Tickets](https://www.eventbrite.co.uk/e/the-buddha-wears-prada-tickets-1989158516670?aff=oddtdtcreator) Awards: Best Performer at the Edinburgh Fringe - Fringe Europe Shortlisted Nominee For Best Newcomer - British Comedy Guide's Comedian Choice Awards Reviews:"– and Sofia May, whose charming stage presence suggests the most potential." — The Guardian" She gives off the vibe that she’d give you a hug if you needed it, and while delivering said hug, stick a sign on your back that says a whole bunch of slurs." —European Comedy Review "Sofia May delivers a masterclass in pitch-black comedy." — The Nerd Party"A Stand-out Stand-up" — One4Review [Tickets](https://www.eventbrite.co.uk/e/the-buddha-wears-prada-tickets-1989158516670?aff=oddtdtcreator)

Join us for an evening on the practical side of AI agents. We'll dig into context engineering and why relevance matters more than prompt tricks, then look at what it takes to run autonomous agents safely alongside humans. Food and drinks provided — stick around after for networking. ✍️ RSVP asap as capacity is limited so grab your spot asap! 📅 **Date and Time** Wednesday, May 27, 2026 from 18:00-20:45 📍 **Location** [EBCONT office, beyond Quartier Heidestrasse, 34, 10557 Berlin](https://maps.app.goo.gl/aQGPgteqhQ2yrmx96) 📝 **Agenda** 18:00 – Doors open, arrivals and check-in 18:20 – Welcome note by EBCONT 18:30 – **Agent Builder Hope is not a strategy — relevant context for data driven agents** by Anderson Queiroz — Elastic *What are agents and context engineering? And why we think the "center of gravity" for context engineering is much more about relevance and your data than only prompts and memory management.* 19:00 – Q&A & quick break 19:15 – **Adapting to AI in Security** by Jenny Pinheiro — Tines *Best practices for autonomous AI and human interaction in the context of workflows.* 19:45 – Pizza, drinks & networking \*\*\* Invite your friends and join us for an evening of learning and networking with fellow engineers and speakers! Thank you to **EBCONT** for hosting and to **Tines** for teaming up with us on this one!

\*\*\*Aus organisatorischen Gründen wurde die Veranstaltung auf den 30.5. verschoben. Wir entschuldigen uns für die Unannehmlichkeiten und hoffen, Sie an diesem Termin zahlreich begrüßen zu dürfen. \*\*\*Per motivi organizzativi, l’evento è stato spostato al 30/5. Ci scusiamo per l’inconveniente e speriamo di vedervi numerosi in quella data. Buongiorno, Berlino! (Versione italiana in basso) **Sprichst du Italienisch** und möchtest **dein Deutsch verbessern**? Oder liebst du Italien und möchtest die Sprache üben? Dann komm zu unserer deutsch-italienischen Konversationsgruppe! * **45 Minuten auf Deutsch und 45 Minuten auf Italienisch**\* * Tische nach Sprachniveau aufgeteilt * Brettspiele, Gesprächsmaterialien und Arbeitsblätter zur Vertiefung von Themen und Wortschatz * Entspannte Atmosphäre * Lerne neue Leute kennen \* Die Veranstaltungsleitung behält sich vor, den Ablauf der Veranstaltung je nach Sprachen und Teilnehmerzahl anzupassen. Preis: Spende nach eigenem Ermessen (Die kleine Spende hilft, das Event auf Meetup zu organisieren und Materialien sowie Spiele bereitzustellen.) Die Italienisch-Werkstatt stellt Wasser und Süßigkeiten zur Verfügung. Für dich ist dies eine tolle Gelegenheit, dein Italienisch bzw. dein Deutsch außerhalb des Unterrichts zu üben und neue Leute kennenzulernen. Die **Italienisch-Werkstatt** ist eine Italienisch-Sprachschule in Berlin, die seit 18 Jahren professionell gestaltete Kurse für alle Niveaus anbietet. Alle unsere Dozentinnen und Dozenten sind italienische Muttersprachler mit langjähriger Berufserfahrung und soliden Deutschkenntnissen. Hier ist unsere Internetseite mit Kursen von A1 bis C1: [LINK](https://www.italienisch-werkstatt.de/)(Italienisch-Werkstatt) Wir können dir Hilfe und Tipps geben, um dein Italienisch — und auch dein Deutsch — zu verbessern! Unsere Lehrkräfte sind Italiener, die selbst Deutschlernende waren oder sind 🙂 Wir freuen uns auf dich! ✨ Bis zum Event! ✨ IN ITALIANO Halli Hallo! **Parli italiano** e vuoi **migliorare il tuo tedesco**? Oppure ami l’Italia e desideri praticare la lingua? Unisciti al nostro gruppo di conversazione italiano–tedesco! * 45 minuti in tedesco e 45 minuti in italiano\* * Tavoli suddivisi per livello * Giochi da tavolo, materiali per la conversazione e schede per approfondire temi e vocabolario * Atmosfera rilassata * Conosci nuove persone \* La direzione dell’evento si riserva la possibilità di modificare la struttura dell’evento in base alle lingue e al numero dei partecipanti. Prezzo: donazione libera (La piccola donazione aiuta a organizzare l’evento su Meetup e a fornire materiali didattici e giochi.) Italienisch-Werkstatt mette a disposizione acqua e caramelle. Per noi questa è un’occasione fantastica per praticare entrambe le lingue al di fuori del contesto della lezione e per conoscere nuove persone. **Italienisch-Werkstatt** è una scuola di italiano a Berlino che da oltre 18 anni offre corsi per tutti i livelli. Dal 2008 proponiamo lezioni di italiano per ogni livello. Tutti i nostri docenti sono madrelingua italiani con lunga esperienza professionale e solide conoscenze del tedesco. Ecco il link per la pagina internet con la nostra offerta di corsi dall’A1 al C1: [LINK](https://www.italienisch-werkstatt.de/)(Italienisch-Werkstatt) Possiamo offrirti aiuto e consigli per migliorare il tuo italiano… e anche il tuo tedesco! I docenti sono insegnanti di italiano e sono stati — o sono tuttora — studenti di tedesco 🙂 Ti aspettiamo! ✨Ci vediamo all'evento ✨

Ciao a tutti! For our event we would like to meet you at 17:00 and have a beer all together, or other drinks. The goal of our first meeting is to get to know eachother and practice Italian and German. Please don’t be afraid that your language skills might not be sufficiently good or that you are a beginner. We understand that learning languages is a difficult and long journey. We don’t tolerate discrimination. We don't tolerate any aggressive or weird attitude. This has to be a Place of Comfort zone for everyone :) Please be respectful and kind with the others! PS: you can find us on the pool table area usually, if not just ask to the bar area for the reservation on the name "Claudio" A presto, bis bald Claudio Ich hoffe dass wir bald uns sehen!

**( Note: This community is specially curated and reserved only for South Asian women with roots in India, Pakistan, Bangladesh, Sri Lanka, Nepal and Bhutan )** Ever feel like you sometimes lose sight of your goals or need a boost of motivation to get back on track? This meetup is for passionate and driven women who want to reconnect with their ambitions and support each other in becoming the best version of themselves. Join us for coffee, good conversation, and a dose of “It girl” energy to kick-start your week strong! What we’ll do together: • Reflect on where we are in this moment of life. • Define what we want to achieve or work toward. • Create a mini plan for the next two weeks with goal setting, scheduling, and accountability pairing. ☕ Bring your favorite drink order and an open mindset! Future meetups: We’ll meet twice a month on Sunday evenings to review progress, set new intentions, and keep the motivation flowing. Who are we? Desi Girls Global(Berlin) is a community of south asian girls in Berlin supporting each other. We host free community events for Desi women in Berlin (Desi = people from South Asia). And the group is very active, not commercial at all. To keep this a safe and comfortable space, I personally add members to the WhatsApp group after meeting them. If you’re interested in joining us, I encourage you to come to one of our meetup. To keep it safe, you can be part of the group only by attending the meetup.

Hi, dieses Mal besprechen wir „Kraft“ von Jonas Lüscher (2017). Hier der Link zum Inhalt und Buch : https://www.chbeck.de/luescher-kraft/product/17627187 Wir treffen uns diesmal im Kowski nahe U-Bahnhof Turmstraße. :)

**Rust Berlin Talks** is back for another evening of talks, shared ideas, and networking. Join us to learn, share, ask, and connect. If you work with Rust professionally, use it in side projects, contribute to open source, or are simply curious to learn more, you are very welcome. **Agenda** * Doors open: 18:30 * Start: 19:00 * Talks * Open mic / lightning talks * Networking **Speakers** Egor Lebedev - Welcome and a short note from the RustRover team Wolf Vollprecht - Pixi - A cross-platform package manager written in Rust Florian Gilcher - LLM Policies **Speaker Bios** Wolf Vollprecht is the founder and CEO of prefix.dev, where he builds open-source software supply chain infrastructure for the conda ecosystems. Core projects include Pixi (a cross-platform package manager written in Rust), rattler (crates to work with Conda packages), and rattler-build. With \~7 years in the conda ecosystem, including creating Mamba during his time at QuantStack, Wolf has a lot of experience in making package management fast, reproducible, and secure. Florian Gilcher used to be part of the Rust team in several positions and served as a member of the Rust Foundation board. He is also a co-founder of the Rust Berlin meetup. Today, he’s training Rust at Ferrous Systems, a company he co-founded. **Open mic & future talks** We’ll reserve a few short slots for anyone who wants to share something with the group. This can be a quick idea, a project, or an experience. Slides are optional. If you’re interested in giving a longer talk at a future meetup, this is also a good opportunity to connect with the organizers. **Venue & access** Please arrive on time. We will have someone at the entrance to let people in between 18:30 and 19:15. After that, access becomes more difficult as the doors are locked and require manual opening. **Registration** The venue has limited capacity and events typically fill up with a waiting list. If you register and can no longer attend, even at short notice, please un-RSVP so someone else can take your spot. Looking forward to seeing you all!

**“Rotten Apple” is Maya Upchurch’s ranty, angry, morally-corrupt debut stand-up hour. Inspired by the likes of Bill Hicks, Bill Burr and Joan Rivers, she's a high-energy force of Gen-Z nature who lacks the ability to speak of anything other than exactly what's on her mind. Based out of Berlin, she's got a truckload of tales from the European capital of hedonism and her Polish/American background gives her a unique and interesting perspective on what it’s like to have two strong passports and a generally good life.** **While Maya most certainly will make fun of everyone and everything on her path, her favorite person to roast is undoubtedly herself. Bringing light to her time-wasting habits, irrational anxieties, and dependence on technology, she believes that "punching-up" is best done when it’s an upper-cut to yourself.** **Maya started doing standup in 2020, shortly after her first set there was lockdown because China was scared of her power. Since then she's done shows all around Europe, was a featured in The New York Times, performed with Don't Tell Comedy, opened for the likes of Todd Barry, Ashley Gavin, April Macie and did all sorts of other really cool and exciting stuff.** **When? 28th May 2026 8:30PM** **Where? SaliGari Bar Berlin** **Tickets? https://fienta.com/standup-comedy-in-english-with-maya-upchurch-rotten-apple** **(discounts available)** **IG: @mayacomedian** **Tiktok @mayaupchurchcomedy**

Join us for the **Data Berlin Meetup**, an evening of talks, insights, and networking for the data community in Berlin. RSVP on Luma at https://luma.com/s9868ww4. **Agenda** **6:30 PM – 7:00 PM** — Registration and Networking **7:00 PM – 7:10 PM** — Welcome and Opening Remarks — Data Berlin Meetup Team **7:10 PM – 7:35 PM — Rewiring the Engine: Taming Billions of Audience Data at Scale** **Speaker:** [Adedeji Rodemade](https://www.linkedin.com/in/adedeji-rodemade/), Team Lead Data Analytics Engineering **7:35 PM – 7:40 PM — Short Break** **7:40 PM – 8:05 PM — Creating a Parallel Universe: How We Evaluate The Impact of Ad Campaigns in the Physical World** **Speaker:** [Majid Mostafavi](https://www.linkedin.com/in/majid-mostafavi/), Team Lead Data Science **8:05 PM – 8:30 PM — From Snaps to Footsteps: Experiments for Measuring Offline Impact** **Speaker:** [Mihaela Tsankova](https://www.linkedin.com/in/mihaela-tsankova-48560453/), Group Manager, Marketing Science at Snap **8:30 PM – 9:30 PM — Closing Remarks and Extended Networking** **About our host** **[Adsquare](https://www.adsquare.com/?utm_source=luma)** helps brands connect people and places in a **privacy-first** world with **location intelligence** — data and tools for planning, activation, measurement, and attribution across digital marketing and drive-to-store campaigns. **Looking for a job?** Browse data & AI roles in Berlin (updated daily): [databerlin.net/jobs](https://databerlin.net/jobs) **Want updates or more info?** Subscribe to our newsletter: [databerlin.substack.com](https://databerlin.substack.com). Follow us on [LinkedIn](https://www.linkedin.com/company/data-berlin?utm_source=luma). Join our [Slack community](https://join.slack.com/t/data-brln/shared_invite/zt-2ued0xvdu-aihzi2cKEwD_6_KDRd_1ag?utm_source=luma).

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

Ciao a tutt\*! Let's meet Monday at 6.30pm at the Upper Arlington Library (**Tremont** Branch) in **Meeting Room A** to speak in Italian for 1 hour.

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

Garden to the Max Join the Inniswood Garden Society for their annual meeting and garden reception. Featured speaker, Teresa Woodard, will discuss maximalist gardening Having a maximalist garden is a bold aesthetic choice—yet it also brings vitality back to the earth, in an abundant expression of more. Garden to the Max celebrates gardens across the US that embrace maximalism through joy and wonder, nonstop blooms, and abundant layers 06/07/2026 Time: 2:00 pm - 4:00 pm Days: Sun Inniswood Metro Gardens 940 S Hempstead Rd Westerville, OH, 43081 (614)508-8111 Location Map: Innis House.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia