BioInformatics

La minería de Bitcoin se suele ver como un negocio o como una necesidad de la red. Pero, con el punto de vista adecuado, minar puede ser una herramienta original para solucinar problemas que no imaginas. En esta sesión, traemos dos charlas cortas que nos muestran usos prácticos de la minería de Bitcoin que son fácilmente accesibles y útiles para el Bitcoiner de a pie. - Consigue Bitcoin sin KYC a través de la minería fácilmente [https://cashtoha.sh] - Minar como alternativa al coinjoin [Counterweight] Apuntate para aprender como la minería sirve para muchas más cosas que para proteger la red. 🚨 Queremos dejar claro que en este meetup no tratamos temas relacionados con la especulación o la valoración de Bitcoin en el mercado. No hablaremos sobre valoraciones económicas futuras de esta u otras monedas digitales. La asistencia a este acto es libre y gratuita. Os pedimos que os registréis en esta página para tener una previsión de la gente que asistirá al evento. No es necesario que utilices información real, con un seudónimo y un correo temporal basta. 📅 Fecha y hora: Lunes 29 de Junio de 2026 a las 19:00h. El acceso se cierra a las 19:15! 📍 Lugar: MOB Barcelona - Carrer Bailèn, 11, L'Eixample, 08010 Barcelona. Espera en el portal del local y te acompañaremos al interior. Barcelona https://www.openstreetmap.org/node/4210487190 // https://maps.app.goo.gl/AhEkEz5mix3vs5pe9 🌐 Nuestra web: https://bitcoinbarcelona.xyz/ BBO es miembro fundador de: https://bitcoin.barcelona Si quieres aportar a la comunidad, puedes dejarnos una donación a través de: Bitcoin On-chain ⛓ // Lightning: https://bitcoinbarcelona.xyz/donations.html

Join us for our first [Kyverno](https://kyverno.io/)-dedicated meetup before the summer break 🌴 We want to thank **[Schwarz Digits Spain](https://www.linkedin.com/company/schwarz-digits-spain/)** for kindly hosting us for this evening of learning and networking! **🧭** **What is Kyverno?** **[Kyverno](https://kyverno.io/)** is a CNCF-graduated, Kubernetes-native policy engine. Unlike other tools that require learning a new programming language, Kyverno allows you to manage cluster governance, security, and compliance using familiar Kubernetes manifests. With zero coding required, you can easily: * **Validate**: Block non-compliant resources before they hit your cluster. * **Mutate**: Automatically inject sidecars, labels, or configurations on the fly. * **Generate**: Automatically create new resources (such as NetworkPolicies or ConfigMaps) when a new namespace is provisioned. **📅 Agenda** * **18:30-18:45**. Doors Open. * **18:45-19:45**. Talks (see below). * **19:45-20:30**. Mingling and food. **📍Location:** c/ Bergara 13\, Barcelona \| [https://maps.app.goo.gl/zd6h3BGzHNxgAgjT6](https://maps.app.goo.gl/zd6h3BGzHNxgAgjT6) **🎙️ Talks** **1️⃣ The Kyverno Five: New Policy Types And What You Can Do With Them**, [Cortney Nickerson](https://www.linkedin.com/in/cortney-nickerson-26836413a/) *\- Head of Community at [Nirmata](https://nirmata.com)* (Talk in English 🇬🇧) As Kubernetes has evolved, so has Kyverno! This talk provides a tour of the five new Kyverno policy types, ValidatingPolicy, ImageValidatingPolicy, MutatingPolicy, GeneratingPolicy, DeletingPolicy, with real-world examples of how you can use them to solve complex security, automation, and governance issues. The talk will end by showcasing how you can combine the usage of these policy types, for advanced platform engineering solutions. **2️⃣ Kyverno más allá de la validación: automatización con mutación y generación de recursos**, [Javier Dompablo](https://www.linkedin.com/in/javier-d-62a7b824b) - *Expert Platform Engineer and Product Security en [Schwarz Digits](https://www.linkedin.com/company/schwarz-digits-spain/)* (Talk in Spanish 🇪🇸) En esta sesión exploraremos dos de las capacidades más potentes de Kyverno: la mutación y la generación de recursos. Veremos cómo automatizar las configuraciones, aplicar de forma transparente los estándares de la plataforma a los equipos de desarrollo y reducir la carga operativa mediante la creación y la modificación automáticas de recursos en Kubernetes. A través de ejemplos prácticos, descubriremos cómo implementar políticas que mejoran la consistencia, la seguridad y la gobernanza de los clústeres sin necesidad de modificar las aplicaciones. See you there 👋

If you’re actively **building/coding AI projects** (LLM apps, agents, evals, RAG, infra), come join. This is a **technical networking** meetup. Conversations are usually technically deep and hands-on. 👉🏻 **Good fit:** engineers, technical founders, researchers. 👉🏻 **Not a fit:** "AI curious", general networking. 👉🏻**Bring:** a project, demo, repo, problem you’re stuck on, or a hiring need. ⏰ We'll start at **7:00 PM at [Alice Secret Garden C/ de Pau Claris, 90, L'Eixample!](https://maps.app.goo.gl/ucBUHhce9Ps2dBrJ8)** After you enter through the main entrance, please go straight to the garden in the back: **[video](https://firebasestorage.googleapis.com/v0/b/ai-engineers-website.firebasestorage.app/o/alice-secret-garden.mp4?alt=media&token=41463aed-27db-44f0-ae42-9f6ad2b5d486)** 🔥 Join our **[community on WhatsApp (developers only)](https://forms.fillout.com/t/76vmbAQRoNus)** 🔥 LinkedIn: **[LinkedIn](https://www.linkedin.com/company/ai-engineers-community)** 🔥 Website: **[https://ai-engineers.community](https://ai-engineers.community)** See you then!

**‼️IMPORTANT! Please register on [Luma Page](https://luma.com/1gb0mkfm) ‼️** *Everyone is talking about AI. Few are sharing what actually happens after the headlines.* *What does AI look like when it moves beyond the hype, LinkedIn hot takes, and “10 prompts that will change your life” energy? How are people really using it inside startups, businesses, education, community building, and product development?* Join us for an evening of practical insights from founders, builders, educators, and innovators who use AI in real projects — not just talk about it. Hosted by Projector Global Community by [@prjctr_institute](https://prjctr.com/en), in collaboration with[ Xolo ](https://www.xolo.io/es-en/home?ref=OLENAPRJCTR?utm_source=olena&utm_medium=community&utm_campaign=prjctr_spain&utm_content=socials)and [ESEI business school ](https://www.eseibusinessschool.com/)Barcelona, this event is designed for people who want to understand where AI creates real value today: what works, what doesn’t, what’s still messy, and how AI is changing the way we build, collaborate, learn, and grow. **Together, we’ll unpack:** → How AI is being used in real projects across different industries → What happens after the first excitement and experimentation stage → Where AI creates actual business, product, educational, and community value → What founders, educators, and builders are learning from using AI in practice → What still doesn’t work as smoothly as everyone pretends → How to think about AI not as a trend, but as a working tool And yes, we’ll also have an interactive panel discussion where speakers will share their honest takes, real examples, and lessons learned from working with AI in different contexts. Practical. Human. No “AI will replace us all by Monday” drama. **Speakers:** → [Arie Elbelman](https://www.linkedin.com/in/arieelbelman/?locale=en&utm_source=luma) — Community Builder, Educator & Facilitator → [Paolo Giordano](https://www.linkedin.com/in/paologiordano1/?utm_source=luma) — CEO at FlyKube → [Oleksiy Denysyuk](https://www.linkedin.com/in/alekseydenysyuk/?utm_source=luma) — Startup Mentor & Adviser **For whom:** → Entrepreneurs and founders exploring AI for business growth → Professionals who want to use AI more strategically at work → Students and early-career specialists curious about real AI applications → Educators, community builders, and creators experimenting with AI → Product people, marketers, operators, and builders looking for practical use cases → Anyone who wants to understand AI beyond the hype and use it with more clarity **Schedule:** 18:00 – 18:10 \| Welcome & Introduction 18:10 – 18:35 \| Speaker 1 18:35 – 19:00 \| Speaker 2 19:00 – 19:25 \| Speaker 3 19:25 – 19:35 \| Break 19:35 – 20:00 \| Panel Discussion 20:00 – 21:00 \| Networking time 📍 ESEI business school Barcelona, Barcelona 📅 29 June 2026, 18:00–21:00 🎟️ Free – registration required Nos vemos! ### 🌍 About Projector Global Community We are a global professional community created by Ukrainians, brought to everyone. Our focus audience is middle+ creative and tech professionals. We build a global network through practical educational events in design, management, marketing, and tech. *Learn more: [community.prjctr.com](https://community.prjctr.com/#/)*

**Todos los lunes · 18:30–20:00 · Con Siri Paola** **Join our Telegram Channel– Siri Quantum:** [https://t.me/+6BN_YIxiSHY4ZjI8](https://t.me/+6BN_YIxiSHY4ZjI8) Te invitamos a un espacio consciente para practicar **Kundalini Yoga en su forma más esencial**, una disciplina ancestral que combina movimiento, respiración, sonido y meditación para activar la energía vital que descansa en la base de la columna. Esta energía, conocida como *kundalini*, es la fuerza interior que impulsa claridad, creatividad y transformación profunda. En cada sesión exploraremos kriyas diseñadas para equilibrar el cuerpo y la mente, despertar la presencia y ampliar la capacidad de sentir y conectar contigo. Aquí, la experiencia personal es el centro: cada respiración y cada postura son una puerta hacia un estado más claro, vital y auténtico. ### **¿Qué es el Kundalini Yoga?** Es una práctica energética y meditativa que trabaja directamente sobre los canales internos, el sistema nervioso y el campo sutil. Su propósito es armonizar cuerpo, mente y espíritu mediante técnicas integrales: * **Kriyas** (secuencias de acción) * **Pranayama** (respiración consciente) * **Mantras** (vibración sonora) * **Meditación** * **Relajación profunda** Es una práctica poderosa, transformadora y accesible para todas las personas, sin importar su nivel. ### **Beneficios de la práctica:** 🌿 Reduce el estrés y la ansiedad ⚡ Aumenta la energía y la vitalidad 💪 Fortalece el sistema nervioso 💖 Equilibra las emociones 🩸 Mejora la circulación y favorece la regeneración 🛡️ Apoya y fortalece el sistema inmunológico 🌟 Fomenta el empoderamiento y la claridad interior ✨ Expande la conciencia y la conexión con uno mismo Este es un espacio amable, inclusivo y respetuoso. Solo necesitas ropa cómoda y la disposición a respirar, sentir y abrirte a la transformación. **Lunes de 18:30 a 20:00 · Con Siri Paola,** Instructora Certificada de Kundalini y Hatha (Ropec), Formadora de la Shakti Dance®️ Academy, especializada en Preparto y Postparto. Más info aquí https://siriquantum.com/kundalini-yoga/ Ven a despertar tu energía y a reconectar contigo. ¡Te esperamos! Valor 15€- (directamente en el centro o por transferencia bancaria, escribenos por whatsapp [https://wa.me/message/KYVMDGMRMT6AN1](https://wa.me/message/KYVMDGMRMT6AN1))

L'intercanvi lingüístic es inglès/català-castellà. Els horaris son de 11h à 13h. El cost per sesió es de 4 Euros.

**Scientific Paper Reading Club: Beyond Transformers & Multimodal Frontiers** This is part of the scientific paper reading club. This Saturday, we are expanding our horizons beyond standard LLMs! Following our recent discussions, we will be diving into points 3 and 5 from our reading list presentation: **Alternative architectures (SSM/RNN)** and **Multimodal foundation models**. To make it even more exciting, we will be connecting these topics to some of the freshest breakthroughs presented at the recent ICLR conference ([https://iclr.cc/](https://www.google.com/url?sa=E&q=https%3A%2F%2Ficlr.cc%2F)). **What to expect:** Our presenter, Maxim Musin, will guide us through these two major frontiers in modern AI: 1. **Alternative Architectures (SSM/RNN):** Transformers are incredibly powerful, but their computational costs remain a massive bottleneck for long contexts. We will discuss why State Space Models (SSMs) like Mamba are emerging as the next big leap. We will look at fresh ICLR[[1](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQGC4niR9aCGjHBT9LMF4wz46OkiGKU9B7nghuo3OzbRQCWNy4fGizlUydBsvuhZgYay8Y31rCTrfquWnuEHjAibPui0IrBi71JMXQG59U0rk5DKa-hzJg%3D%3D)] insights, such as "Mamba-3: Improved Sequence Modeling using State Space Principles" [https://arxiv.org/abs/2603.15569](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2603.15569) and "MambaSL: Exploring Single-Layer Mamba for Time Series Classification" [https://arxiv.org/abs/2604.15174](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2604.15174) 2. **Multimodal Foundation Models:** We will explore how AI is learning to "think" natively across different continuous spaces and complex interactions. We will touch on standout ICLR papers like "Massively Multimodal Foundation Models: A Framework for Capturing Interactions with Specialized Mixture-of-Experts" [https://arxiv.org/abs/2509.25678](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2509.25678) and "Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?" [https://arxiv.org/abs/2602.07055](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2602.07055) You don't need a heavy math background to join—Maxim will break down the intuition behind these complex architectures so that the core concepts are easy to follow for everyone. **Meeting Details:** 🗣 **Presenter:** Maxim Musin 💬 **Language of the meeting:** English 🎟 **Entrance donation:** 10 eur 📍 **Location:** Maui coworking (Note: For some reason, Meetup maps sometimes wrongly point to other addresses. Here is the exact address: [https://maps.app.goo.gl/fjx9t4zG8GnEmXLr9?g_st=ac](https://www.google.com/url?sa=E&q=https%3A%2F%2Fmaps.app.goo.gl%2Ffjx9t4zG8GnEmXLr9%3Fg_st%3Dac) ) Looking forward to a great discussion this Saturday! Aparently there is no way of fixing meetup's markdown mess, sorry for this guys, just use your abstract imagination and experience with latech to read anouncement, this markdown render problem seem so be some kind of bug, i cleaned it in the redactor but with no effect, probably copying and pasting it clean into editor will solve it, but generating clean landing page with similar capabilities in claude code would also solve it in a way, so i didn't bother, see you at saturday

Circling and Transformational Connection - the practice of relational presencing Barcelona, Av Diagonal 345. 50 meters from Verdauger st. Press the button ' bajo' This group is about presence, authenticity, connection, aliveness and revealing the truth of the present moment. * Meeting meaningfully yourself and others in and trough the present moment - ☀️ This practice invites us for : -Slowing down. -Listening and landing. -Tuning into the present moment and the unique experience of it. \- Becoming aware and noticing how something "speaks" to you trough the unfoldment of the present moment\, within and in environment\. \- Revealing something meaningful for you from your felt sense and present moment experience to other/s\. \- Noticing how the presence of others impacts and 'speaks' to you\. \- Owning your bodily felt sense experience\. \- Trusting your experience\. \- Aiming to listen\, attune\, empathize and understand the other ones and to be with them in their experience\. ☀️This practice can be described as a relational meditation, or relational truth seeking. Aim is to gradually develop contemplative and reflective capacity towards all the nuances manifesting trough shared present moment experience. This can often create deep insights, meaningful moments in connection, and even altered states of consciousness. ☀️Some of the other skills which are developing trough this practice are : * awareness skills (body, emotion, energy) * communication skills * ability to stay in a present moment * connection skills * empathy, intuition, capacity to know beyond usualness * heart openness * trust to Life's wisdom * accuracy in articulation * ability to contemplate any life experience * The evening will unfold trough pair and group exercises. Practice evenings will be weekly, on Tuesdays at 18:30-21:00. Place : Barcelona Av Diagonal 345. 50 meters from Verdauger st. Press the button ' bajo' Questions and sign up +4530958904/ Petri Price of the practice evening : 10 €. (In case of a low budget, just tell - we will solve it so you can join ) Warmly welcome 😊

At InnoIT Consulting, we are delighted to invite you to our upcoming event, organized in collaboration with *DevOps BCN*, on **Thursday, July 2**. 🎙️*Ship Without Fear: Specs, AI, and Modern DevOps* **SUMMARY** We will be joined by **[Matīss Treinis](https://www.linkedin.com/in/matisst/)** (Creator and Author, SpecDD) and **[Vicent Soria](https://www.linkedin.com/in/vicentsoria/)** (Fractional Infrastructure Engineer, Tech A Breath). 🎙️**I apologise for the confusion! Anyway, here's the same plausible but wrong software again**, Matīss Treinis Introduction to SpecDD, a Specification-driven development framework that enables humans and AI agents to build better software. 🎙️**DevOps Horror Stories Vol. 1**, Vicent Soria We will be reviewing some of my nightmares: the time I dropped a production database, the two days of downtime, and the rewrite pushed to production the very day its lead developer walked out the door. Real DevOps disasters, what went wrong, and the hard-won lessons that survived the chaos. Come for the schadenfreude, stay for the postmortems. With time for a dynamic **Q&A session and, of course, our networking with food 🍕 and drinks 🍻.** **👥 Do you want to come along?** Share this invitation with all your contacts, or click the "share" button below. **WHEN:** Thursday, July 2 at 6:30 PM **WHERE:** Oficinas InnoIT Consulting, [C/ Diputació, 280, Bajos 2ª, 08009, Barcelona](https://maps.app.goo.gl/zC6Sf2jUogxauX317) **LANGUAGE:** English **Join our [newsletter](https://www.inno-it.es/newsletter/)!** Don't miss out on upcoming events, exciting news and special job offers.

For this month's Meetup, we are going back to the Cibernàrium at Barcelona Activa, hand in hand with **Mobile World Capital**. We will have two talks: one about **Feedback for programming learners** and another one about a **Python-powered security lab**. \-\-\- Schedule: * 18:00: Welcome * ️ 18:15: Talks * **&** 20:00: Networking! * 20:45: Bye! \-\-\- * ➡️ **What: Feedback immediat per estudiants de programació: Powered by Python** * **Who**: Moisès Gómez Girón * ⏱ **Duration**: 45 minutes * **Language**: Catalan * **Abstract**: Presentació d’una eina per a l’ensenyament de la programació, creada per minimitzar el temps entre la resolució de l’exercici i la recepció de la retroacció. L’eina ha estat desenvolupada al llarg dels anys en paral·lel al seu ús a l’aula, sota pressió per terminis ajustats, canvis de temari i estudiants amb imaginació per trobar maneres enginyoses d’enganyar el sistema. El resultat és una història de compromisos i solucions creatives, des de prohibir funcionalitats concretes del llenguatge fins a l’ús exclusiu de tecnologies gratuïtes. \-\-\-\- * ➡️ **What: Python-powered Cybersecurity Lab: Caldera, Elastic Stack & ATT&CK simluation** * **Who**: Mauricio Volcanes * ⏱ **Duration**: 45 minutes * **Language**: Spanish * **Abstract**: En esta charla mostraremos un laboratorio completo de ciberseguridad compuesto por máquinas virtuales, Elastic Stack y el framework MITRE Caldera (Python). A través de una demostración guiada, analizaremos cómo simular técnicas del framework MITRE ATT&CK y cómo correlacionarlas en tiempo real con logs de sistemas Linux para detectar comportamiento malicioso. \-\-\-\- ➡️ Location: Cibernàrium 22@ - Barcelona Activa. Carrer de Roc Boronat 117, 08018 Barcelona \-\-\-\- ➡️ Only register if you can attend! * There are limited seats, so please be responsible when signing up; we will be checking the attendee list in case full capacity is reached. * If you can't make it, please free up your seat, so someone else can attend. We keep a list with repeated offenders! \-\-\-\- ➡️ More at https://pybcn.org: * We want talk proposals! [Send yours](https://pybcn.org/pybcn_association/propose-a-talk/) * Want to [publish a job offer](https://pybcn.org/job-offers)? * Follow [@PyBCN](https://twitter.com/pybcn), [@PyBCN in BlueSky](https://bsky.app/profile/pybcn.org) for pictures, slides, videos and more

**Hello, fellow DevOps enthusiasts 🤓** On **July 2nd**, we'll meet again for a couple of insightful talks, hosted by [InnoIT Consulting](https://www.inno-it.es/en/) 📍**Location**: C/ Diputació\, 280\, Bajos 2ª · Barcelona \| https://maps\.app\.goo\.gl/CnaqHvZnv32T8Un47 \-\-\-\-\-\- 📅 **Agenda** * **18:30 - 18:40** Welcome from the hosts * **18:45 - 19:15** **I apologise for the confusion! Anyway, here's the same plausible but wrong software again** \- Matīss Treinis * **19:15 - 19:45** **DevOps Horror Stories Vol. 1** \- Vicent Soria * **20:15 - 21:00** Networking & Snacks \-\-\-\-\-\- **🎤 Talks & Speakers** * **Title: I apologise for the confusion! Anyway, here's the same plausible but wrong software again** * **Speaker**: **[Matīss Treinis](https://www.linkedin.com/in/matisst/)** \- Creator and Author\, [SpecDD](https://specdd.ai/) * **Duration**: 30-45 mins * **Abstract**: Introduction to SpecDD, a Specification-driven development framework that enables humans and AI agents to build better software. * **About**: I have spent most of my life building things. Close to twenty years of production platforms, infrastructure, distributed systems, developer tooling, and the organisational structures around them. My background is in software engineering and architecture, but most of my work has lived where product requirements, developer tooling, infrastructure, delivery process, and team structure all meet. I build the systems around the software as much as the software itself. I have run full technology functions end-to-end: development, architecture, DevOps, delivery, hiring, vendor strategy, and operational structure. A lot of my career has been spent taking environments that are unstable, fragmented, or afraid to ship, and turning them into organisations that can move quickly without collapsing under their own weight. I still work hands-on every day. I write code, work in infrastructure, and stay close to the actual problems instead of managing them from a distance. *** * **Title: DevOps Horror Stories Vol. 1** * **Speaker**: **[Vicent Soria](https://www.linkedin.com/in/vicentsoria/)** \- Fractional Infrastructure Engineer @ [techabreath.com](https://techabreath.com/) * **Duration**: 30-45 mins * **About**: I work with management and technical teams to connect strategy with execution. My goal is to transform technology from an obstacle into a business driver. I act as a fractional CTO, DevOps engineer, or technology consultant, depending on each client's needs at any given time. I provide a practical and strategic perspective, helping to make impactful technology decisions: those that accelerate projects, improve processes, and align technology with business objectives. \-\-\-\- 🔑 **Important Access Note** Our host requires the attendees to provide their ID to grant us access to their offices. **Do not forget to fill in the "NIF - NIE - Passport" field** when registering!

**REGISTRATION (Mandatory to access facilites):** https://usergroups.databricks.com/events/details/databricks-user-groups-databricks-user-group-de-barcelona-presents-databricks-barcelona-user-group-back-from-dais-en-adevinta/ Databricks + networking, by Users for Users. Data professionals of different organizations will share their experience developing AI use cases with the audience. Event aimed at Databricks User community with **AI** and **news from** [Data & AI Summit ](https://www.databricks.com/dataaisummit)as central themes. Event is free and **everyone** (data teams, enthusiasts, consultants, students, freelance,...) is **well received but** **seats are limited**, so register now if you're interested to join! **Agenda:** **17:00 Registro y recepción de asistentes** **17:30 Bienvenida y Apertura** **17:45 Presentación Adevinta** *The Path to Pro: implementing Genie & data product certification With a CI/CD mindset* **18:10 Presentación CTTI** *Analisis de datos geoespaciales con Databricks y Genie* Benjamin Perez Gonzalez, Gestor de Solucions **18:35 Presentacion Bayer** Federico Ravizzini**,** Global Cloud Data, Analytics & AI Platform Manager **19:00** **Novedades Databricks. Data + AI Summit** Javier Gallardo, Strategic Account Executive, **Databricks** **19:20 - 20:30** Cierre del evento y Networking **![🍕]()** See you!

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

*Sorry for the 2 month break but I had to deal with some family member health issues, but we are now back!!* **LOCATION - THE DAILY GROWLER -** **2812 Fishinger Rd, Upper Arlington, OH 43221** Over the years, we’ve heard two requests constantly: 1. A place that was quieter and possibly private. 2. “I wish they accepted Bitcoin.” We’ve finally found a solution to these requests with The Daily Growler. We’ll have access to their private room, and you’ll be able to pay your tab with Bitcoin. Join us for a fun and relaxed social event! Enjoy delicious food and drinks as we chat about the latest news in the Bitcoin world. Everyone is welcome, whether you're looking for guidance, have questions, or just want to meet like-minded people. These social evenings are a great opportunity to make new friends and enhance your experience at the larger events throughout the year. We look forward to seeing you there! PSA: If the attendee RSVP seems low, keep in mind that most of our attendees come from X and not [meetup.com.](http://meetup.com./) You are welcome to come and become a part of our online community. Recordings of past guest speakers are available on our YouTube channel [https://www.youtube.com/@columbusbitcoin](https://www.youtube.com/@columbusbitcoin)

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

*Sorry for the 2 month break but I had to deal with some family member health issues, but we are now back!!* **LOCATION - THE DAILY GROWLER -** **2812 Fishinger Rd, Upper Arlington, OH 43221** Over the years, we’ve heard two requests constantly: 1. A place that was quieter and possibly private. 2. “I wish they accepted Bitcoin.” We’ve finally found a solution to these requests with The Daily Growler. We’ll have access to their private room, and you’ll be able to pay your tab with Bitcoin. Join us for a fun and relaxed social event! Enjoy delicious food and drinks as we chat about the latest news in the Bitcoin world. Everyone is welcome, whether you're looking for guidance, have questions, or just want to meet like-minded people. These social evenings are a great opportunity to make new friends and enhance your experience at the larger events throughout the year. We look forward to seeing you there! PSA: If the attendee RSVP seems low, keep in mind that most of our attendees come from X and not [meetup.com.](http://meetup.com./) You are welcome to come and become a part of our online community. Recordings of past guest speakers are available on our YouTube channel [https://www.youtube.com/@columbusbitcoin](https://www.youtube.com/@columbusbitcoin)

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

**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

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd