Database Backends

Confirmar asistencia previa Hay dos niveles / según lo que se adapte a tu nivel

You thought we would skip February? NO! We're back, baby! February Meetup is here! Let's gooo! We have some amazing speakers, and pizza and beer will be available after the event. ────────── **18:30: Welcome** Grab a beer, a snack, and a seat until everybody arrives! **18:45 Intro by Host Neciu Dan and Giorgio Polvara from Perk** **19:00 The 2600€ Mistake: How we saved 90% on Cloud Costs by breaking the SSR Myth** Speaker: [Danilo Velasquez](https://www.linkedin.com/in/ACoAAAXUQZYBfPgAdfwWiNG72HHc5rtHIS9pAWY), Staff Web Platform Engineer and Consultant When our Astro/React migration reached 8,000 RPS, 100 pods couldn't prevent the crash loops. Discover how mastering Node.js internals—Cluster API, file descriptors, and strict timeouts—slashed our bill from 2,850€ to 250€ while handling 1.6B monthly views. A war story about why "frontend-only" thinking fails on the server. **19:25 400 Tech Leads. Same problems. None of them technical.** Speaker: [Anemari Fiser](https://www.linkedin.com/in/ACoAAAsj0FIBwsd5kRTr2_wWLQKe-vFNZDCtNlE)\, O’Reilly Author \| Engineering Leader After training and coaching more than 400 tech leads across companies and industries, one pattern keeps repeating: when tech leads struggle, it’s rarely a technical gap. In this talk, Anemari Fiser shares the most common challenges tech leads bring into coaching sessions - overload, unclear expectations, ownership confusion - and assumed alignment, and why “getting better technically” almost never fixes them. Drawing from real coaching and training examples, the talk explores where tech leads get stuck, what they think the problem is, and the small but meaningful shifts that help them move forward. **19:50: Drinks and networking!** Do you want to talk at this meetup? Reach out to Dan Neciu [on LinkedIn](https://www.linkedin.com/in/neciudan/) And please help us spread the news and grow the community: **20:55 Meetup finished** **(FOR EARLY ACCESS: WE ALWAYS POST FIRST ON SOCIAL MEDIA)** [Twitter(X)](https://x.com/ReactJsBCN) [BlueSky](https://bsky.app/profile/reactbarcelona.bsky.social) [LinkedIn](https://www.linkedin.com/company/reactjs-barcelona/) [Instagram](https://www.instagram.com/reactjs_barcelona/) ────────── **Sponsors:** **Perk** The intelligent platform for travel and spend. Time-consuming bookings, endless approvals, hundreds of receipts: Perk is designed to eliminate the work behind the work that is costing your business trillions and draining your teams' morale and productivity. At Perk, we call it shadow work. By automating bookings, expenses, and invoice processing, Perk takes care of shadow work so your teams can get down to business—all while keeping you in control. Founded in 2015, we’re trusted to power real work for over 10,000 companies worldwide, including Wise, On Running, and Breitling, and are backed by first-class investors such as SoftBank, Kinnevik, Felix Capital, Target Global, LocalGlobe, Spark Capital, and Noteous Partners. Work with Perk, and unlock the full potential of your people and your business. ────────── **Join the Master Security Course for FREE!** Module 1 is live now — **Exploits** — completely free to access. * Understand how common vulnerabilities actually work * Learn to identify and prevent security flaws in your code * Get practical, real-world examples you can apply immediately * 9 more modules coming, covering the full security landscape This is just the beginning — start building security expertise today. [Join here](https://neciudan.dev/master-security)

For this month's Meetup, we are partnering with **bsport** to offer two sessions about: **Faststream** and **Implementing guidelines and good practices with AI and semgrep.** \-\-\- Schedule: * 18:00: Welcome * ️ 18:30: Talks * **&** 19:45: Networking, food and drinks! * 21:00: Bye! \-\-\- * ➡️ **What:** Faststream: A Modern Wrapper for Publisher/Consumer Implementations * **Who**: Felix Morillas Navas * ⏱ **Duration**: 30 minutes * **Language**: English * **Abstract**: Design a structured project implementation with comprehensive tests and scalability features for a larger application using a simple wrapper pattern. \-\-\-\- * ➡️ **What:** Implementing guidelines and good practices with AI and semgrep * **Who**: Adam Fourure * ⏱ **Duration**: 30 minutes * **Language**: English * **Abstract**: Adam will present how to enforce good practices and guidelines in your development workflow via modern tooling. We will explore three ways to do static analysis : * at code level via deterministic linters (notably via semgrep) * integrate your own custom business rules on top of the usual tools (ruff, mypy, etc.) * at review level via a fine-tuned AI code-reviewer (also integrated in modern IDE) \-\-\-\- ➡️ Location: [Passatge de Tasso, 8, Eixample, 08009 Barcelona](https://maps.app.goo.gl/kEGUkzFzoHtsP33D6) \-\-\-\- ➡️ Access Control * The security access control requires an **attendee list** (full name) and a **means of identification** (DNI, NIE, passport) * ⚠️ Make sure you register for the event with your **full name** and **ID**. Otherwise, you will be REMOVED from the attendance list. * You’ll be asked to provide that ID to access the building. * People under 18 years old shall be accompanied by a legal guardian \-\-\-\- ➡️ Only register if you can attend! * There are limited seats, so please be responsible when signing up * 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

Bachata class for beginner. No need partner. Meet new people and have fun dancing.

Hey peeps! Join us for an evening Hack & Tell with Alvaro Moya and Nick Zervoudis at [Harbour.Space Institute of Technology](https://maps.app.goo.gl/8GuYFh6XY3NtL7D28) in Poblenou - two focused, practical talks plus plenty of time to meet other AI engineers and founders! Alvaro will show his approach to getting coding agents produce the results we want at high quality with a standardized approach, while Nick will share how he built an OS that evolves around his needs with a combination of AI models and modern knowledge bases. **Agenda** 18:30 – Doors open & arrivals 19:00 – Talk 1: Alvaro Moya, Talk 2: Nick Zervoudis 20:30 – Open networking at Ovella Negra **Location** [Harbour.Space Institute of Technology](https://maps.app.goo.gl/8GuYFh6XY3NtL7D28) [Carrer de Rosa Sensat, 9-11, 08005 Barcelona](https://maps.app.goo.gl/8GuYFh6XY3NtL7D28) 6th floor **Cost:** Free (RSVP required) *** **Speaker 1: [Alvaro Moya](https://www.linkedin.com/in/alvarormoya/) \- Spec Driven Development with AI** AI can generate large amounts of code, but without clear specifications it still produces fragile and inconsistent results, and the real difference between fast output and reliable features lies in how the problem is defined. This talk introduces Spec-Driven Development with AI, a new paradigm that accelerates the whole development workflow, from vague ideas to production-ready code, all while increasing quality. **Speaker 2: [Nick Zervoudis](https://www.linkedin.com/in/nzervoudis/) \- Building a Personal OS That Thinks the Way I Do** Nick is building a personal operating system using Claude Code, Wispr Flow, and Obsidian - processing all his voice notes, meeting transcripts, articles, and ideas to scale his consultancy. It all runs under a single repo built off plain markdown files. See you soon!

Clases gratis!! Y después Baile Social!!! Profesores: Yasmany y Blanca. Lugar: Gaby's Club, Carrer Topazi 24, (Metro Fontana L3, Joanic L4). Consumicion mínima de Mojito o similar, unos 8€, minimum drink mojito or similar, around 8€. Bachata Dance Party in Barcelona! Dive into the vibrant world of Latin music and dancing at our Bachata Dance Party in Barcelona! Whether you're a seasoned pro or a beginner looking to learn some new moves, this event is perfect for you. Join us for a night filled with catchy beats, sultry rhythms, and energetic dancing that will transport you to the lively streets of Latin America. With LIVE MUSIC!!! Our experienced instructors will be on hand to provide dance lessons for both Salsa and Bachata styles, ensuring everyone has a fantastic time on the dance floor. Don't miss this opportunity to connect with fellow dance enthusiasts, make new friends, and simply have a blast dancing the night away. Save the date and get ready to channel your inner dancer at our unforgettable Salsa & Bachata Dance Party in Barcelona!

Data and AI only matter when they drive and inform real product decisions that improve learners’ and tutors’ experience. At [Preply,](https://preply.com/en/about-us) we use data, rigorous experimentation, careful and scientific measurement, and applied AI to understand what works, where it works, and why. In this meetup, Preply’s data and AI team members will share concrete case studies from systems running in production, focusing on impact measurement, AI-driven marketplace decisions, and machine learning applied to real learning interactions. You will also have the chance to meet with Preply’s recruitment team to understand open roles in our growing data squad, and learn about which role is the best fit for you **Agenda:** **18:30-19:00** Arrival and Networking **19:00-19:05** Introduction, Ana Peleteiro Ramallo (VP of Data and Applied AI) **19:05-19:25** - **Preply Lens: Building AI Systems to Understand Learning**, Aditya Joshi (Senior Data Scientist) **19:25-19:50** - **Measuring Product Impact**, Jonny Adams (Staff Data Scientist) & Frieder Kropfhäußer (Staff Data Scientist) **20:00-20:20** - **How AI Improves Preply’s Marketplace,** Jacek Wasilewski (Principal Applied AI Scientist) **20:20-21:00** \- Drinks and Networking **Who should attend:** This meetup is designed for data and AI professionals, especially those with hands-on experience in industry delivering products. *After the talks, we’ll leave time for questions and open discussion, followed by informal networking with the speakers and other attendees We’re looking forward to meeting you. Bring your questions, your opinions, and your healthy skepticism – the discussion is very much part of the meetup.*

Bachata Lady Style Я готова погрузить вас в мир чувственности и красоты Меня зовут Лаура я профессиональный танцор и инструктор танцев, а именно Bachata Sensual. ПРИГЛАШАЮ ВАС НА ЗАНЯТИЯ ПО ЖЕНСКОМУ СТИЛЮ! ☝Танцевальная подготовка НЕ требуется! Обучение с нуля всем необходимым основам этого танца Женственность - это не только мягкость и нежность, но и сила и уверенность в себе. Помните, что каждая девушка уникальна и прекрасна по-своему, и ваша женственность - это ваше сокровище, которое следует беречь и развивать. Давайте вместе создадим что-то особенное и раскроем свою истинную внутреннюю красоту.

At InnoIT Consulting, we are delighted to invite you to our upcoming meetup, organized in collaboration with Sony AI, on **Wednesday, February 25th.** ️*Transforming scientific literature into discovery at Sony AI* The speaker will be **[Miquel Ferrer](https://www.linkedin.com/in/miquel-ferrer-5a97651/)** (ML/AI Engineer at Sony AI). **SUMMARY** In this talk we will gain insight into how **AI can act as a bridge across domains**, transforming the overwhelming scale of modern research into a **proactive engine for discovery**. In an era where **thousands of papers are published daily**, even the most specialized experts struggle to stay afloat. However, the sheer volume of global research represents more than a management challenge—it is a **massive, untapped resource for discovery**. In this session, we will explore how **AI can transform the vast body of scientific literature** into an **interconnected system of concepts and entities**. Moving beyond simple search and efficiency, we discuss how modeling the **evolution of knowledge** enables us to uncover **“scientifically plausible links”**—**hidden connections across domains**, such as **biology and medicine**, that are supported by data but **have not yet been articulated in print**. By leveraging AI to **bridge these silos**, we can move from **managing what is known** to **predicting the next frontier of scientific breakthroughs**. **This event is for you if you’re in:** AI/ML, Data & Analytics, NLP/LLMs, Knowledge Graphs/Ontologies, Search/IR, MLOps, or Data Engineering and want to turn research into actionable discovery. 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:** Wednesday, February 25th 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. *InnoIT Consulting, Sony AI*

**TORNEM A LA CIUTADELLA!!** **NO us equivoqueu de lloc!** **[QUÉ ES EL SOFTCOMBAT?](https://youtu.be/Essu82NpRvc)** **[Qué es el Jugger? | El Jugger, qué es y cómo jugarlo](https://youtu.be/dfyrlQn14oM)** **[Qué es el LARP?](https://youtu.be/fB3FkxDZhBA)** El Softcombat és una activitat esportiva en la qual, mitjançant armes embuatades (conegudes com boffers), es recreen combats medievals, es practiquen jocs d'equip i s'aprenen moviments marcials de combat. El Rol en Viu consisteix a afegir-li una acció més teatral i dramàtica a aquests enfrontaments. Si t'interessa aprendre a combatre, emular les lluites de les teves pel·lícules favorites, lluitar amb espasa, subjectar un escut, dominar els secrets de l'equilibri de peus o fer fitnes d'un mode diferent; el Softcombat i el Rol en Viu són una activitat que has de provar. **És durant el matí de 11h a 13.30h quan major quantitat de participants es reuneixen. A la tarda, es queda(a vegades) un petit grup, però no es pot garantir la seva presència fins a les 18h, sobretot a l'hivern. Recomanem anar de demà.** *** **REGLES BÀSIQUES PER AL SOFTCOMBAT** **NORMATIVA I SEGURETAT** **la participació en un esdeveniment implica l'acceptació d'aquestes:** Per a garantir la seguretat dels participants, totes les armes alienes a seran testades prèviament, conservant-se el dret a admissió de l'arma o de l'usuari. Com tot esport de contacte, cal anar amb compte i apel·lar sempre al sentit comú i a la companyonia, en inscriure's en la nostra comunitat, el participant o tutors del participant accepten la total responsabilitat de qualsevol mal, lesió, pèrdua... que pugui succeir dins dels entrenaments. **La participació en un esdeveniment implica l'acceptació d'aquestes.** 1. No estan permesos cops **ni al cap ni en els genitals.** 2. **La/s ma/ns** que subjecten l'arma fins a la nina no són blanc vàlid. 3. **No es pot estocar,** només colpejar amb el lateral de l'arma. 4. **Abans de començar** qualsevol enfrontament, cal estendre les armes, procedir a una lleugera salutació mitjançant el xoc entre aquestes. 5. **Cuida del company** amb el qual entrenes. Vigila la seva esquena i advertir-li de forats, arbres, altres persones o altres irregularitats en el terreny. 6. **Abans d'emprar qualsevol propietat aliena**, demana permís al seu propietari. Si algú trenca l'equip d'una altra persona, el propietari pot reclamar una compensació econòmica pels materials. 7. Els **menors de 14 anys** hauran d'anar acompanyats d'un adult responsable. Els menors de 16 anys hauran de portar un document emès per un tutor responsable, eximint de responsabilitat als Organitzadors (o confirmar meetup conforme l'acceptació d'aquestes normes). 8. **L'Organització no es farà responsable** de cap mena de lesió, mal o ferida que pugui succeir durant els entrenaments. 9. Diverteix-te i gaudeix, és un gran esport. 10. **L'organització es reserva el dret a vetar** la participació als qui consideri, sense haver de donar explicacions. Sobretot davant persones que hagin demostrat de manera present o passada un comportament deshonest, vexatori o frau davant l'entitat, els seus membres o equip de direcció. 11. Amb la participació en les activitats de Softcombat Bcn Events Associació Cultural, es declara que l'interessat accepta la política de privacitat i tractament de dades personals concorde a la normativa vigent de la LOPD (UE 2016/679). La qual garanteix un tractament anònim i confidencial de les dades facilitades, excepte indicació explicita del signant. A més, garanteix que el seu ús només serà a mode de còmput de participants davant les autoritats legals territorials de manera numèrica, en cas que fos necessari. 12. D'igual mode, declara el seu consentiment perquè SoftBcn Events faci ús de qualsevol imatge, relacionada amb l'esdeveniment, amb la finalitat de realitzar promoció i difusió de la seva activitat a llarg termini. **MATERIALES PERMITIDOS** [https://www.youtube.com/playlist?list=PL5WPtm8uctCcPuc-lq_x7h-Uly9cjclOS](https://www.youtube.com/playlist?list=PL5WPtm8uctCcPuc-lq_x7h-Uly9cjclOS) **Conoce nuestras otras Redes sociales:** [https://www.facebook.com/SoftcombatBcn/](https://www.facebook.com/SoftcombatBcn/) [https://www.instagram.com/softcombatbcn/](https://www.instagram.com/softcombatbcn/) [https://www.youtube.com/softcombatbcnevents](https://www.youtube.com/softcombatbcnevents) [https://twitter.com/SoftBCN ](https://twitter.com/SoftBCN)

A casual (but coordinated) coffee break to meet new friends, take a Zoom break, and get your AM caffeine fix. Stop by for a few minutes or stay the whole time. Bring a friend or wander in solo. Come for the coffee and company, or just bring a book to read while surrounded by other in-real-life, community-seeking humans. Come by every Friday, or just when you happen to be in town. Make it whatever you need it to be that week. It's not an \*event\* per se, but we hope these Friday meet-ups can become a fixture of the bookshop! Gathering spot will be in the downstairs area of the bookshop (near the Community Library). Coffee and tea are 1.50€ and can be purchased at the cash register upstairs. Find more info on our Instagram (@backstorybookshop) or website (www.backstorybookshop.com).

The March Ohio North Database Training user group meeting will be held on **March 3rd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### **Data Cleansing using Data Bricks** Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

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

**\*\*\*TO ATTEND THE EVENT, YOU MUST PURCHASE TICKETS THROUGH OUR WEBSITE\*\*\*** [https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup](https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup) Hosted by Pre-Dating Speed Dating, the experts, bringing people together since 2001! *Our events have been featured on CNN, CBS, Axios, Miami New Times, TLC's 90 Day Fiance - The Single Life, Tampa Bay Times, Southbend Times, Citylink Magazine, Essence, The Wall Street Journal, Best of Baltimore, AM New York, Chicago Tribune, WINK FM, Woman's World Magazine, and 100s more -- but come see for yourself!* Join us for a night of fun, flirtation, and possible romance at our singles speed dating event! If you're tired of swiping left and right on dating apps, speed dating is a great way to meet new people in person, in a relaxed, safe, and comfortable environment. **HOW IT WORKS:** We'll introduce you to at least 5, and up to 12 - or more - single women or men. Spend a little time with each one, during a series of 6-minute Pre-Dates. Then tell us who you'd like to speak with again & we'll do the rest! It's the modern, civilized, effective, and fun way to meet other professional-level singles. If you're finished with the games and ineffectiveness of online dating and apps, join us to share a wonderful evening of enjoyable conversation with interesting people... and maybe something magical will happen! **GET TICKETS:** A Meetup RSVP is not a ticket, you must purchase on our website. [https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup](https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup) Use Code MATCH5 for $5 off! **DOES IT WORK?** Yes! According to the New York Times, at a speed dating event, people like 2-3 out of 10 people they meet. Online daters only match with 1 in 100 or fewer of the profiles they study. This is the best way to meet new people, and it works! Just ask the thousands of people that have met at our events and had successful relationships and marriages. **WHAT DOES IT COST?** We put a lot of time and effort into creating the best singles events possible, so we collect a fee for our hard work. Our events are an excellent value at about $3 per introduction. Get your ticket for the best singles event in town. **NOTE FOR NEWCOMERS:** We post our events on various platforms. Our events often sell out, so expect plenty of fellow singles, regardless of the numbers you see here :) So what are you waiting for? Join us for some fun conversation with great new people... and maybe something more! Who will you meet? **GET TICKETS:** [https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup](https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup) #singles #singlesevents #speeddating #love #relationships

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

**\*\*\*TO ATTEND THE EVENT, YOU MUST PURCHASE TICKETS THROUGH OUR WEBSITE\*\*\*** [https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup](https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup) Hosted by Pre-Dating Speed Dating, the experts, bringing people together since 2001! *Our events have been featured on CNN, CBS, Axios, Miami New Times, TLC's 90 Day Fiance - The Single Life, Tampa Bay Times, Southbend Times, Citylink Magazine, Essence, The Wall Street Journal, Best of Baltimore, AM New York, Chicago Tribune, WINK FM, Woman's World Magazine, and 100s more -- but come see for yourself!* Join us for a night of fun, flirtation, and possible romance at our singles speed dating event! If you're tired of swiping left and right on dating apps, speed dating is a great way to meet new people in person, in a relaxed, safe, and comfortable environment. **HOW IT WORKS:** We'll introduce you to at least 5, and up to 12 - or more - single women or men. Spend a little time with each one, during a series of 6-minute Pre-Dates. Then tell us who you'd like to speak with again & we'll do the rest! It's the modern, civilized, effective, and fun way to meet other professional-level singles. If you're finished with the games and ineffectiveness of online dating and apps, join us to share a wonderful evening of enjoyable conversation with interesting people... and maybe something magical will happen! **GET TICKETS:** A Meetup RSVP is not a ticket, you must purchase on our website. [https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup](https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup) Use Code MATCH5 for $5 off! **DOES IT WORK?** Yes! According to the New York Times, at a speed dating event, people like 2-3 out of 10 people they meet. Online daters only match with 1 in 100 or fewer of the profiles they study. This is the best way to meet new people, and it works! Just ask the thousands of people that have met at our events and had successful relationships and marriages. **WHAT DOES IT COST?** We put a lot of time and effort into creating the best singles events possible, so we collect a fee for our hard work. Our events are an excellent value at about $3 per introduction. Get your ticket for the best singles event in town. **NOTE FOR NEWCOMERS:** We post our events on various platforms. Our events often sell out, so expect plenty of fellow singles, regardless of the numbers you see here :) So what are you waiting for? Join us for some fun conversation with great new people... and maybe something more! Who will you meet? **GET TICKETS:** [https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup](https://www.pre-dating.com/columbus-speed-dating/?utm_source=meetup&utm_medium=event_listing&utm_campaign=meetup) #singles #singlesevents #speeddating #love #relationships

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)