FinTech

Csak nőknek szóló PyLadies esemény! Gondoltál már arra, hogy miért kellene újra és újra leírnod ugyanazt a kódot, ha egy feladatot többször is el akarsz végezni? A Python függvények pont ebban segítenek: egyszer megírod a kódot, elnevezed, és utána annyiszor használod, ahányszor csak szeretnéd. Ezen az előadáson közérthető nyelven, lépésről lépésre fedezzük fel a függvények alapjait, kezdőknek és újrakezdőknek is ideális módon: • Mi az a függvény? Egy „miniprogram”, ami egy meghatározott feladatot végez el – megnézzük, miért ez a Python egyik legfontosabb építőköve. • Hogyan hozhatsz létre egyet? A def kulcsszó használata, beszédes függvénynevek, és az első saját függvények megírása. • Paraméterek csínja-bínja: Megismerjük a pozíciós és kulcsszavas argumentumokat, az iterálható objektumok csomagolását (unpacking), valamint azt is, hogyan használhatjuk okosan a \*args és \*\*kwargs lehetőségeit. Szó lesz az alapértelmezett paraméterekről és arról is, mire érdemes figyelni velük kapcsolatban. • Változók láthatósága: Amikor a Python egy változó értékét keresi, először a lokális névtérben vizsgálódik. Ha ott nem találja, továbbmegy a befoglaló függvény névterébe, majd a globális névtérbe, végül pedig a beépített névtérbe. Ezt a folyamatot a függvények működésén keresztül is részletesen áttekintjük, sok gyakorlati példával. • Egy kis „szuperképesség” a végére: Rövid betekintést adunk a dekorátorok világába is. Bár haladóbb téma, megmutatjuk, hogyan tehetik még okosabbá és testreszabhatóbbá a függvényeinket anélkül, hogy bonyolítanánk a kódot. Ha szeretnéd jobban megérteni, hogyan szervezd tisztábban és hatékonyabban a Python kódodat, ez az alkalom neked szól. Várunk minden érdeklődőt – akár most ismerkedsz a Pythonnal, akár már használod, de szeretnéd mélyebben megérteni a működését. ✨ ‍ Előadó: Péter Fülöp ️ Programterv • 17:30 – 18:00 Megérkezés, setup • 18:00 – 19:00 Előadás I. • 19:00 – 19:20 Szendvicsek & frissítők • 19:20 – 20:10 Előadás II. • 20:10 – 21:00 Networking (A programterv változásának jogát fenntartjuk.) Mivel készülj? Workshop jellegű alkalom lesz, így hasznos, ha hozol magaddal egy programozásra alkalmas számítógépet. Jó, ha előre megismerkedsz egy Python Notebookkal, például a Google Colab-bal (ehhez egy Google-fiók szükséges). Ha kell bármi segítség, gyere kicsit hamarabb és segítünk! Kit várunk? Olyan **lányokat/nőket**, akik most ismerkednek a Python nyelvvel, vagy szeretnék meglévő tudásukat bővíteni vagy felfrissíteni. Helyszín Balance Irodaház – 7. emelet Dél (Lifttől balra) Cím: 1139 Budapest, Váci út 99 ‼️ Következő alkalmunk nem a megszokott helyszínen lesz, hanem a főépületben, és kisebb térben, így a létszám limitált. Megközelítés a Váci út felől. Nyelv Az esemény nyelve: magyar (és Python) Szponzor HCL Technologies Starschema Kft. Ha bármi kérdésed van, csatlakoznál szervezői csapatunkhoz, vagy akár te is szívesen előadnál valamilyen témában, írj nekünk bátran! Nagyon várjuk, hogy újra találkozhassunk! Üdvözlettel, a PyLadies Budapest szervezői ‍

Google Research published a paper at NeurIPS '25 : ["Nested Learning: The Illusion of Deep Learning Architectures"](https://abehrouz.github.io/files/NL.pdf) It is a new approach to look at machine learning problems: architecture & optimization algorithms together In NL, training models is not treated as one opaque, atomic process. But as **a** **system of interconnected, multi-level learning problems** that are **optimized in parallel**. The goal is to solve one of the core challenges of modern LLMs: **continual learning** (the ability for a model to acquire new skills over time without forgetting old ones.) Authors argue: the model's **architecture and the optimization algorithm are fundamentally the same concepts;** they are just different "levels" of optimization, each with its own internal flow of information and update rate We'll walk through: \- how the paper unifies model architecture and optimizers \- architectural decomposition of a classical learning problem solved in the framework of Nested Learning \- how optimizer algorithms fit into the NL framework \(backrpop as associative memory\) \- the concept of continuum\, multi\-timescale memory \- Hope \- an architectural backbone of NL === ENTRY DETAILS === \- QR code with entry information will beavailable soon\, in the "Photos" section of this event page\. \- Gate closes at 18:15 \- no late entries\.

Haladó argentin tangó óra heti rendszerességgel januártól! Várunk szeretettel! **Időpont**: Szerda, 20:15 - 21:30 (első alkalom 2026-ban: **január 6.)** **Helyszín**: Shift Stúdió, Andrássy út 35., 2. em., 12-es kapucsengő **Oktatók** Serbán Andrea és Szeghalmi Endre Órarend: [https://tangolibre.hu/orarend/](https://tangolibre.hu/orarend/) ✦✦✦ Advanced Argentine tango class held on a **weekly basis**. ** Time** Wednesday, 8:15–9:30 PM ** Location** Shift Studio, Andrássy út 35., 2nd floor **Teachers** Andrea Serban & Endre Szeghalmi Prices: [https://tangolibre.hu/en/prices/](https://tangolibre.hu/en/prices/)

Join us for a fun evening of beer tasting and networking with fellow Budapest ex-pats at our next meetup event! Whether you're new in town or a long-time resident, this is the perfect opportunity to connect. Our event will feature a variety of local and international brews for you to sample and discuss, while enjoying great conversations. Don't miss out on the chance to make new friends and discover new favorite beers at Beer People at Lázár utca 7. Come raise a glass with us at the Ex-Pat & English Language Meetup!

Középhaladó argentin tangó óra heti rendszerességgel januártól! Várunk szeretettel! **Időpont**: Szerda, 19.00 - 20.15 (első alkalom 2026-ban: **január 6.)** **Helyszín**: Shift Stúdió, Andrássy út 35., 2. em., 12-es kapucsengő **Oktatók** Serbán Andrea és Szeghalmi Endre [További részletek és órarend](www.tangolibre.hu) ✦✦✦ Intermediate Argentine tango class held on a **weekly basis**. ** Time** Wednesday, 7:00–8:15 PM ** Location** Shift Studio, Andrássy út 35., 2nd floor **Teachers** Andrea Serban & Endre Szeghalmi Prices: [https://tangolibre.hu/en/prices/](https://tangolibre.hu/en/prices/)

#### **Upcoming Book Club Meetings at Közkincs Könyvtár** We will be starting the new year with two exciting reads — one from a Hungarian literary giant and Nobel Prize winner and one from a contemporary American novelist. Whether you’ve been with us from the beginning or are joining for the first time, you’re warmly invited to dive into these richly layered, discussion-worthy books with us. As always, everyone is welcome, whether you’ve finished the book, are halfway through, or simply want to listen and participate. ##### **January Book Club Meeting** **Book:** *The Melancholy of Resistance* — László Krasznahorkai **Date:** January 28 **Time:** 7:00 PM **Location:** Közkincs Könyvtár We’ll open the year with Krasznahorkai’s haunting and visionary novel — a dense, hypnotic, and darkly comic exploration of chaos, authority, and the strange currents that move through small communities. One of Hungary’s most acclaimed literary works, and the basis for Béla Tarr’s film *Werckmeister Harmonies*, it offers plenty to discuss in terms of style, structure, philosophy, and atmosphere. ##### **February Book Club Meeting** **Book:** *The Nix* — Nathan Hill **Date:** February 25 **Time:** 7:00 PM **Location:** Közkincs Könyvtár In February, we’ll switch gears with *The Nix*, a sprawling, funny, sharp, and surprisingly emotional novel about politics, media, family history, and the stories we tell about ourselves. It moves between time periods and perspectives with enormous energy — giving us a contrast to January’s slow-building, immersive style.

ENGLISH STAND-UP COMEDY NIGHT❗❗ Join us for another amazing Hot Paprika Comedy️ Night at A&o! We have an amazing lineup of international comedians waiting to make you laugh! **Please comment under the post in the events discussion tab if you want a spot to perform!**\* FREE Show‼️But donations are appreciated Hosted by : Tauseef Seats are on a first come first serve basis. So, come a bit earlier to make sure you have a seat. Follow Hot Paprika Comedy' to stay updated on future events: https://www.facebook.com/hotpaprikacomedy

Every Saturday at 8:00 PM, we gather in the city to share languages, cultures, and conversations. [[Click this whatsapp groupchat link to join]](https://chat.whatsapp.com/EPBjVl3S2WD15XIYvVUHKF) Our group is made up of friendly 20s–30s people — locals, expats, and travelers alike — who come together to meet new people and explore different ways of thinking. Whether you’re new to Budapest or call it home, this meetup is your chance to connect in a relaxed, open-minded space. Join us to swap stories, practice new languages, and build genuine friendships across cultures.

**IMPORTANT: If you haven't already, please make an account on [budapestracketclub.com](https://budapestracketclub.com/), soon it will be our main platform for scheduling events. Thank you!** We’ve confirmed our reservations for three courts and we are all set for our upcoming badminton session! Here are the details: * **Date:** Saturday, 1 March 2026 * **Time:** 16:00 – 18:00 * **Location:** Tuskecsarnok –[ Google Maps](https://maps.app.goo.gl/urUMXA9WHcp3xJjb6) * *Note*: Navigating to this pin will take you directly to the ramp leading down to the entrance of the sports center. If you need help, reach out via WhatsApp or MeetUp! This will be a relaxed afternoon: open rallying on three available courts with players rotating into mixed doubles as numbers allow. No strict schedule—just come ready to play and meet fellow badmiton enthusiasts. **Skill Level** We welcome players of all skills, ages, and abilities. There are no level expectations, but be prepared to play with mostly beginner and intermediate players and adjust your expectations accordingly. The goal is to have fun and enjoy the game! **Need a Racket?** Loaner rackets are available; please reach out via WhatsApp or the comments if you’d like one set aside. **Costs** This will depend on the final number of attendees but please be prepared to pay **at most** 3,000 Ft per person for the court rental. We will confirm the final price on the day of. **Next steps:** 1. **Create an account on** [https://budapestracketclub.com/](https://budapestracketclub.com/) 2. **RSVP on MeetUp** so we can track attendance and confirm court numbers. 3. Arrive a few minutes early so we can sort out payments and start promptly at 14:00. 4. Spread the word—the larger our community, the sooner we can set up more recurring sessions, tournaments, and social events: * **Website:** [https://budapestracketclub.com/](https://budapestracketclub.com/) * **WhatsApp:** [https://chat.whatsapp.com/Dofz0CpQIpU5bNhcvbw0g9](https://chat.whatsapp.com/Dofz0CpQIpU5bNhcvbw0g9) * **Facebook Group:** [https://www.facebook.com/groups/budapestracketclub](https://www.facebook.com/groups/budapestracketclub) See you on the court!

**IMPORTANT UPDATE! THE EVENT IS FULL, WE HAVE CLOSED THE REGISTRATION.** Free event, [registration](https://datapao.com/databricks-hungary-meetup/) is required. **SUMMARY** Join DATAPAO for the first **Databricks Hungary Meetup** in 2026\*\*.\*\* Join us and our exciting guests from Databricks for **talks,** **product updates** and news and of course, networking with fellow data professionals. This event is aimed data engineers, analysts, scientists and people passionate about data and AI. It gives you the perfect chance to catch up with the data community while enjoying some snacks and drinks in a trendy setting built for innovation. Don’t miss this opportunity to connect, learn, and be inspired! **LOCATION** Mastercard Office Budapest - Váci út 26., Budapest, 1132 **AGENDA (subject to change):** Please note that the timings below refer to CEST (Central European Summer Time). Date: February 26, 2026 Time: 17:30 - 18:00 Welcome and networking 18:00 - 19:00 Talks and discussion on the latest and greatest around Databricks 19:00 - 20:00 Networking **WHAT TO EXPECT?** * Soft drinks and snacks * Meaningful conversations with the data community * Insights from **Felix Mutzl** (Data & AI Strategist at Databricks) **and Gabor Ratky** (Engineering Manager at Databricks) * Networking opportunity **LANGUAGE** English/Hungarian **EVENT FEE** Free **REGISTRATION** To save your seat, please make sure to register for the event here: https://datapao.com/databricks-hungary-meetup/ **ABOUT [DATABRICKS COMMUNITY HUNGARY](https://www.meetup.com/databricks-community-hungary/?eventOrigin=onboarding)** This group is dedicated to bringing together data enthusiasts, analysts, and engineers interested in learning and sharing knowledge about Databricks and Apache Spark. Whether you are a beginner looking to delve into the world of data & AI or a seasoned professional looking to take your skills to the next level, our meetups offer a platform to connect, collaborate, and learn from each other. Join us for discussions, workshops, and networking events designed to promote growth and exploration in the field of data intelligence. Let’s ignite our passion for data together! **ABOUT [DATAPAO](https://datapao.com/)** We are a data engineering and data science consulting firm and a long-time Databricks partner. We cover the entire data journey including strategy, implementation, training and innovation. **Join us at the Mastercard Office in Budapest on the 26th of February**! Hope to meet you there. *The DATAPAO team*

Hey everyone, here we go again with our next event on **Saturday**!. Boni will host and please follow her instruction. IMPORTANT NOTE: Free Cancellation is only until Friday, 18:00. If you cancel after that without noticing the host, You must pay the fee to compensate the court and shuttlecock. Also note that due to Meetup Organizer Subscription fee is increased significantly, The on-duty host will add an extra fee based on the number of attendees. Please do not come if you are in the WAITLIST. Level of Expectation: Beginner - Intermediate. Please watch the video if you are first timer of playing Badminton : https://youtu.be/tAS7rOKtpgQ?si=IDm9UEV55nUzU5Oc Venue: Tüskecsarnok Sportscentre: 1117 Budapest, Hevesy György út, Sportscentre Map: http://tuskecsarnok.hu/wp-content/uploads/tuske-map-1-full.png Look for #7 on the map. More info in the "How to find us" section of the Meetup event. Our venue does not provide rackets, which means that you'll have to bring your own racket! Should you get lost, feel free to text me on Meetup. There are 3 courts booked for us for 2 hours from 12:00 till 14:00. Showers and changing rooms are available! Extra Note Attendance fee: We will divide the court fee by the number of people showing up. However, in certain circumstance, when the number of people cannot is less than and equal to 14, The Host deserve to contact the people who canceled after the time designated cancellation time. The expected fee is usually around 2000-2500 HUF per person. Payment is done at the court. or The host will reach you out via meetup chat. !!!Last but not least: if you have signed up but cannot make it for some reason, just take a minute to sign off, RSVP = no. This is to help those who are on the waiting list and want to play. The cancellation time with non-sick reason should be 18 hours before the session. In case you are not feeling well on the session day, please kindly contact the host via comment or privately message him/her with the direct message feature maximum 3 hours before the session starts. Looking forward to seeing you! cheers, Yoga Liability: The participation happens on own risk. There is no liability for any accidents, thefts or damages from the organizer.

The February edition of Green Meetup is here, and the topic is local communities! If you are: * working or interested in sustainability, * interested in bringing climate action into your current role, * or just looking to grow your network, exchange ideas, and connect with like-minded people, …this event is for you! Whether you are new to Budapest, a local or just visiting, we encourage you to join us on the 27th February at 18:00 in the city center for a friendly event to mingle with like-minded people. Our events are in English, so don't worry if you don't speak Hungarian. **Let's meet at KUBIK Coworking office!** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **What to expect:** 1. 17:45 - 18:00: Attendees arrive. 2. 18:00 - 18:10: **Greetings and introduction** 3. 18:10 - 19:00: **[Luca Michaletzky](https://www.linkedin.com/in/luca-michaletzky-866327aa/) \- Local communities as engines of systemic change** How can city neighborhoods drive deep systemic change, and how can local communities build social resilience that weaves a stronger safety net for everyone? In this workshop, we’ll introduce Joanna Macy’s idea of The Great Turning and explore why sustainability alone isn’t enough. Through discussion and small-group brainstorming, we’ll cover how to find your passion or mission and turn it into community action. What practical projects can urban dwellers start? More importantly, why should they do it, and how can they facilitate the change? By the end, you’ll walk away with inspiring questions and concrete ideas for action in your own community. 4. 19:00 - 20:00: **Mingling** Have thought-provoking conversations and exchange ideas with other community members on the topic of sustainability. Drinks and snacks included! This event's speaker is Luca Michaletzky, ecopsychologist: *Luca Michaletzky is a psychologist working from an ecopsychological perspective. She is also an organizer of the Világeleje community — a movement inspired by András Takács-Sánta’s book Világeleje (The beginning of the world) — and contributes to the websites [vilageleje.hu](https://vilageleje.hu/) (guiding people along the path of active hope) and [kiutak.hu](https://kiutak.hu/) (offering over 100 ecological action tips for small communities).* \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Let's share, learn, and build something meaningful together! **Note**: The talks will be recorded and published on YouTube. By attending this event you accept that you might appear in a photo or video taken and published by the organizers. If you wish to remain private, please let us know on-site before the event. This event is hosted and organized by [Lombiq Technologies](https://lombiq.com/).

**Looking to connect with other business-minded people in Budapest?** Come join us for a laid-back evening with fellow entrepreneurs, freelancers, and creatives living and working in the city. There’s no formal agenda – just good vibes, real conversations, and a chance to meet others who understand the ups and downs of building your own path. We're looking forward to meeting you.

*„Ha a gyerekek pusztán az ész szavára jönnének a világra, vajon fennmaradna-e az emberiség?"* Arthur Schopenhauer. (A program magyar nyelven zajlik.) Az antinatalizmis egy kényelmetlen kérdést tesz fel: **Erkölcsileg igazolható-e, hogy új embert hozzunk a világra?** Egy olyan világban, amit szenvedés, bizonytalanság, egyenlőtlenség és társadalmi törékenység jellemez, egyes filozófusok amellett érvelnek, hogy meg nem születni jobb lehet, mint megszületni. Ez az alkalom az antinatalizmust járja körül, olyan gondolkodókon keresztül, mint Schopenhauer és David Benatar. De ez már rég nem pusztán filozófiai kérdés. Ma a születési ráták a világ nagy részén zuhannak. Az államok ösztönzőkkel, korlátozásokkal és népesedéspolitikával avatkoznak be. A technológia elválasztja a szexet a terhességtől, a szaporodást pedig magától az emberi testtől. Ez az alkalom a születést és az antinatalizmust a **filozófia, a demográfia, a politika és a technológia metszéspontjában vizsgálja.** **Bevezető (15 perc) Rövid vendégbemutatóval indítunk.** **Megbeszélendő kérdések (1 óra 45 perc):** 1. Ha lenne lehetőséged választani, szeretnél újra megszületni? 2. Lehet-e valaha is etikus életet ráerőltetni valakire a beleegyezése nélkül? 3. Mondhatjuk-e értelmesen, hogy valaki „jobban vagy rosszabbul jár", ha sosem létezik? 4. Mennyi szenvedés elég ahhoz, hogy az életet ne legyen érdemes elkezdeni? 5. Mi a rosszabb: kockáztatni a szenvedést vagy megtagadni magát a létezést? 6. A társadalom nyomást gyakorol-e az emberekre, hogy szaporodjanak a gazdasági vagy kulturális túlélés érdekében? 7. Ha az antinatalizmusnak igaza van, mi következik belőle? Örökbefogadás? Önkéntes kihalás? 8. Lehet-e egy új élet létrehozása erkölcsileg semleges tett vagy jobb egy már meglévő életet folytatni? 9. A gyerekvállalás a remény cselekedete vagy a tagadásé? 10. Lehet-e egy olyan társadalom, ami nem szaporodik, még politikai közösség? Vagy már csak adminisztratív? Az antinatalizmus politikailag destabilizáló? (Film: The children of men, Hannah Arendt) 11. Befagyna-e a politika generációs utánpótlás nélkül? 12. A halhatatlanság megszüntetné a fejlődést — vagy stabilizálná? 13. A halhatatlan társadalmak alapértelmezetten konzervatívvá válnának-e? 14. A „gyermekvállaláshoz való jog" feltétlen vagy feltételekhez kellene kötni? Ha az örökbefogadáshoz szűrés kell, miért nem kell a biológiai szülőséghez is? 15. Milyen következményei lennének, ha a mesterséges méhek működőképessé válnának? 16. Mi történik, ha a szaporodás technikai folyamattá válik emberi helyett? (Ajánlott dokumentumfilm: „The Man with 1000 Kids" a Netflixen) 17. Az egygyermek-politika etikai katasztrófa volt? Vagy brutális, de racionális válasz az anyagi korlátokra? Ha a túlnépesedés tömeges szenvedést okoz, erkölcsileg védhető-e valaha a kényszerű születésszabályozás? 18. Ha a szülők súlyos betegségekre szűrik az embriókat, az eugenika vagy felelősség? 19. Miért erkölcstelen az állami szelekció, de a piaci szelekció elfogadható? 20. A hagyományos nukleáris család az egyetlen erkölcsileg elfogadható módja a gyereknevelésnek? **RSVP:** Kérjük, erősítsd meg a részvételedet a Meetup oldalon. A részvételi díj egy jelképes összeg, amely a [meetup.com](http://meetup.com/) működési költségeinek fedezésére szolgál. A helyszínen **alkoholmentes bort 50% kedvezménnyel** kínálunk.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

Join us and work remotely together with like-minded UX folks. This is a last minute opportunity to get out at one of our favorites, [Junto](https://thejuntohotel.com/)! Plenty of seating is available in addition to a connected coffee shop and restaurant. I will be there 10-12 for sure, maybe longer. Feel free to come and go anytime during the day, and don't forget your charger and headphones!

**Welcome to the inaugural meeting of the International Relations / Foreign Policy Group Columbus!** This group brings together students, professionals, academics, and anyone interested in global affairs, diplomacy, and geopolitics. Our first meetup will be an informal discussion focused on current international developments and global trends. This is a great opportunity to: • Meet others interested in international relations and foreign policy • Discuss current global events and geopolitical developments • Exchange perspectives and ideas in a respectful environment • Build a network of globally minded individuals in Central Ohio (Columbus and periphery) **Discussion topics may include:** * Strategic planning for the group and the way forward * US foreign policy priorities in 2026 * Major geopolitical developments (Europe, Asia, Middle East) * Global security and strategic competition * International economic and diplomatic trends No prior expertise is required—everyone is welcome, whether you're a student, professional, or simply interested in world affairs. **This will be a casual, friendly, and intellectually engaging conversation.** I look forward to meeting everyone and building a strong international relations / foreign policy community in Central Ohio.

**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

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads**®**, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar