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**ATTENTION! LOCATION HAS CHANGED to HUONE Kluuvi, Kluuvikatu 7, Kluuvi Shopping Centre, 4th Floor.** **Warmly welcome to this W4CFI x Silverskin event!** **If you are not familiar with Silverskin, you can check them out here: [https://silverskin.com/](https://silverskin.com/en/)** **Agenda:** **16.30 Registration & networking** **17.00 Event starts, opening words** **17.15 Mapping the Attack Surface: Practical Reconnaissance by Aarni Roininen** **18.15 Q&A** **19.00 Event ends** **We are also collaborating with OWASP Helsinki in this event.** **Check them out here: [OWASP Helsinki](https://owasp.org/www-chapter-helsinki/)** **RSVP opens at 9th February 2026, 16.30 EET.** **To enroll to the event click "Attend" in Meetup. Remember to check that notifications from Meetup are on, since all the info will come from Meetup's e-mail address.** **‼️ If the event is full, we still recommend you join the wait list, since often spots open up closer to the event.** **ℹ️ How to enroll?** **The venue requires prior registration. Click "Attend" in Meetup.** **Please note that Women4Cyber Finland's events are primarily for women, but we welcome everyone. As the spots for the event are limited, we prioritize women participants.** **ℹ️ We have a no-show policy** **If you are not able to participate and do not cancel, you will not be allowed to participate in upcoming events for the next six months.** **If you need to cancel your participation, please update your RSVP status in Meetup to "Not going”.** **ℹ️ Photos and social media** **Please note that pictures from the event will be shared in our social media channels. You can opt-out from being photographed at the event.** **If you have any questions, please feel free to contact us at events(at)women4cyberfinland.com** **[#women4cyberfinland ](https://www.linkedin.com/feed/hashtag/?keywords=women4cyberfinland&highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7149293519289966592)[#w4cfi ](https://www.linkedin.com/feed/hashtag/?keywords=w4cfi&highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7149293519289966592)[#women4cyber ](https://www.linkedin.com/feed/hashtag/?keywords=women4cyber&highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7149293519289966592)[#w4cfi ](https://www.linkedin.com/feed/hashtag/?keywords=w4cfi&highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7149293519289966592)[#events](https://www.linkedin.com/feed/hashtag/?keywords=events&highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7149293519289966592)**

**Become a better speaker and leader with Stadi Talkers Toastmasters Club!** Welcome to Stadi Talkers Toastmasters Club, a proud member of Toastmasters International, the global non-profit organisation dedicated to teaching public speaking, presentation, pitching, and leadership skills. Our worldwide network of clubs helps individuals grow personally and professionally through practical, hands-on experience. **New to Toastmasters? Join us as a guest!** We invite you to attend our meetings as a guest to see what Toastmasters is all about. You can choose to participate in our impromptu speech session or simply observe and get a feel for our community. Our welcoming environment is designed to support and inspire you, whether you're just starting out or looking to hone your skills. **Meeting structure** Our meetings typically include the following segments: * Table Topics™ (Impromptu Speeches): *4-7 short speeches (1-2 minutes each)* * Prepared Speeches: *2-3 in-depth presentations (5-7 minutes each)* * Evaluation Session: *Constructive feedback to help you improve* No matter your profession, the skills you develop at Toastmasters will enhance your ability to communicate effectively, pitch ideas confidently, and interact positively with others. These are lifelong benefits that will serve you well in any career or social setting. **Learn more and connect with us** For more information about Toastmasters International, visit [www.toastmasters.org](http://www.toastmasters.org). However, the best way to truly understand the value of Toastmasters is to experience it first-hand. Guests are always welcome, and you can even try your hand at our impromptu speech session if you feel inspired. Connect with us on [LinkedIn](https://www.linkedin.com/company/stadi-talkers) or [Instagram](https://www.instagram.com/staditalkers/)! *Meetings start at 18:00. We recommend arriving early to mingle with club members before the program begins.*

¡Bienvenidos al curso gratuito de meditación Sahaja Yoga en español! Sahaja Yoga es una práctica de meditación que nos permite alcanzar un estado de equilibrio general, tanto a nivel físico como emocional y espiritual. El objetivo central es alcanzar y mantener el estado de conciencia sin pensamientos o silencio mental. Con práctica regular de meditación podemos establecer este estado en nuestro interior. No es necesario llevar nada al curso y puedes vestirte de ropa normal. Después de la clase podemos tomar té y hay tiempo para preguntas y conversación. Este video te ayuda a llegar al centro de Sahaja Yoga de Kamppi: https://vimeo.com/199566137 ¡Bienvenidos! Más información sobre Sahaja Yoga: www.sahajayoga.es

Many of us rely on control so constantly that we only notice it when it fails — when effort tightens, decisions multiply, and nothing quite settles. This session turns toward that familiar strain with curiosity and care, opening the possibility that something supportive may already be present when holding on no longer works. Join a weekly Zen meditation class where you can slow down, reconnect with your inner peace and train your mind to be present. You will receive practical teachings, personal guidance and the opportunity to meditate in a group. Each session explores a new topic offering a space to reflect, deepen self-understanding and cultivate mindfulness, clarity and balance—both in meditation and in daily life. Beginners will receive an introduction to meditation, while experienced practitioners can refine their practice and explore new insights. • 50' tea and teachings • 2 x 25' meditation & 10' walking meditation • Private guidance (during the meditation time, optional) • Tea and socialising (optional) : ✅ Single Session: €17 (Newcomers: €7) ✅ 4 Sessions: €60 (€15/session) ✅ 8 Sessions: €100 (€12.5/session) Guidance & Practice Package: €110 - includes 4 meditation sessions and a private counselling session with Julia Students, pensioners, and unemployed: €7/ session. : https://forms.gle/hfo8fRpyfaonyCMQ8 : We deeply understand the value of practising in a group and under the guidance of teachers and wish for everyone to have this opportunity. If financial constraints are a concern, please reach out at 045 168 7796 so we can support you. , . With loving-kindness, Tyyniminä Community

Join us for the Cafe Lingua Mondays. We have hosted official events at Kallio Bar - Hämeentie 12. Event 800 is on 22nd September! Registration is at - [https://stafftribes.com/events](https://cafelingua.smartfrends.com/events) \-\-\-\- I have negotiated amazing discounts on drinks every Monday!! Brooklyn Beer - 6 types to try!! Inc. 0% option * Brooklyn Beer bottle 5€ <---- norm. 7.90€ * Blanc Rosé normally 5€ <---- 8€ * Karhu tap beer just 3€ <----- norm. 6,50€ per bottle.= more than 50% cheaper! WOW Wow Wow!! :) Just show your registration for the current event on [https://cafelingua.smartfrends.com/events](https://cafelingua.smartfrends.com/events) Make your preferred languages profile there and let the Smart Match Engine help you connect before, during, and after the event. Connect with me - [https://cafelingua.smartfrends.com/members/Paul](https://cafelingua.smartfrends.com/members/Paul) \- you can also then more easily find ACTIVE members who also want to do a 1 to 1 language exchange for example \- yay\. That's never worked in our Facebook group\. boo\. Thank you, Kallio Bar, Brooklyn Beer & Tribe Networks Oy! <3 \-\-\-\- We had an amazing group of people and a growing number of volunteer language hosts: Spanish, English, Russian, and Persian. Check out the pictures from last week on ur socials. Want to be a Language Host? FREE Brooklyn beer per event you help. Let's talk on Monday. \-\-\-\- This is a FREE event and not for profit :) Want to help or volunteer? Start by sharing the event on your social media and then send us a screenshot - after we will send you a link for our Ambassadors Tribe. Ambassadors will: 1\. be invited to an exclusive monthly VIP event and 2\. get discounts on other events we organize 3\. you will be one of the Cage Lingua Heroes \- helping us to connect humanity\! 4\. Meet other cool people \- be the center of the network\. So far we have helped over 100 000 Foreigners and Finns to connect! \-\-\-\-\- Our Cafe Lingua Monday events are sponsored by: Brooklyn Beer Aperol Spritz Kallio Bar (It's a new bar so not on the maps yet.) & Tribe Networks Oy Looking forward to seeing you there! ## Paul & Marja-LiisaCafe Lingua Co-Founders 2005044 0255 844Let's connect --> [https://stafftribes.com/members/Paul](https://stafftribes.com/members/Paul) or follow me on LinkedIn: [https://www.linkedin.com/in/tribenetworks/](https://www.linkedin.com/in/tribenetworks/)[https://cafelingua.smartfrends.com/events](https://cafelingua.smartfrends.com/events)[[TribeNetworks.ai](http://tribenetworks.ai/)]([http://tribenetworks.ai/](http://tribenetworks.ai/)) Want to intern with us? We have helped over 500 graduates on their career journey! We were voted best service to the city by Helsinki Sanomat readers --> [https://stafftribes.com/inthemedia](https://stafftribes.com/inthemedia) ## Get experience on real lifestyle-type projects, have fun, no stress, and build your network. Find out more: [https://startupintern.mystrikingly.com/](https://startupintern.mystrikingly.com/) Are you an Event Expert for hire? Add your profile for free at [https://experts.spiritofmycity.com/](https://experts.spiritofmycity.com/) ## We do lots of pro bono projects. One of our biggest examples is the Refugee Action Tank - check [https://react.mystrikingly.com/](https://react.mystrikingly.com/) to learn more. If you have some ideas on how we could collaborate get in touch. Join our other communities: [[StaffTribes.com](http://stafftribes.com/)]([http://stafftribes.com/](http://stafftribes.com/)) for professional networking via sports and events. [[SportsNetwork.fi](http://sportsnetwork.fi/)]([http://sportsnetwork.fi/](http://sportsnetwork.fi/)) to find new active friends or organize healthy/sporty activities 25x better than WhatsApp / messaging tools. Do you have a community at your workplace or uni? Do you want to get your colleagues off their screens and apps, get active together, and get to know each other better? Get in touch for a demo. We make our products branded in your image for your own private network. Fantastic for events, and team building and at the same time helps reduce screentime significantly. Follow us on [https://www.instagram.com/cafelingua.ai/](https://www.instagram.com/cafelingua.ai/) and follow our main sponsor company [https://www.instagram.com/tribenetworks.ai/](https://www.instagram.com/tribenetworks.ai/) See you in person soon! Paul 044 0255 844 ps: last week we had 25 guests, registration is NOT no meetup so don't worry how many people are signed up here. tho it helps the event if you sign up here, like, and share. More people = more language options and more fun for everyone

# **DataTribe Meetup #7 - Data engineering and AI @ Snowflake** Date: Tuesday, February 24th, 2026 Location: Snowflake Office, Epicenter, Helsinki ⏰ Time: 17:00 – 20:00 Join the DataTribe Collective and the Snowflake User Group Helsinki for an evening of practical data engineering insights, community discussion, and networking—marking the start of a new collaboration as we look ahead to 2026. After two years of growing a practical, community-driven data engineering and analytics meetup, DataTribe is entering its next phase with a new collaboration alongside the Snowflake User Group Helsinki—bringing joint events that combine real-world insights, strong speakers, and exposure to modern data platforms. Bringing on expertise from Neste, Finnair and Snowflake. This meetup will be hosted at Snowflake’s new office at Epicenter, Helsinki. **Please note:** RSVP on meetup.com does **not** guarantee entry. **Kindly complete the official registration via the Snowflake User Group page:** https://usergroups.snowflake.com/events/details/snowflake-helsinki-presents-snowflake-finland-user-group-helsinki-february-2026-at-epicenter/ ️ **Agenda** **17:00 – 17:20** Doors Open, Snacks & Mingling Arrive, grab some food, and connect with fellow data professionals. **17:20 – 17:30** Opening Words Hosts: Mika Heino (Snowflake User Group Helsinki) & Elvira Gizatullina (DataTribe Collective) **17:30 – 18:10** Miquel Peredo Zürcher, Lead Data Engineer at Neste — Presentation & Q&A (Topic details to be announced) **18:10 – 18:50** Venkata Varanasi, Data Platform Architect at Finnair — Presentation & Q&A (Topic details to be announced) **18:50 – 19:00** ☕ Short Break **19:00 – 19:30** Elli Pennanen, Senior Partner Solution Engineer at Snowflake — Presentation & Q&A (Topic details to be announced) **19:30 – 20:00** Open Networking & Mingling 20:00 Doors Close **Event Info** Venue: Snowflake Office, Epicenter, Helsinki Food & Drink: Snacks provided Audience: Data Engineers, Analytics Engineers, Platform Engineers, Data Architects, and data-curious professionals Format: In-person, technical talks + Q&A + networking Note: Photos may be taken for community recap and marketing. Attendance implies consent, always used respectfully. About DataTribe DataTribe Collective is a community for data professionals who value practical knowledge, honest conversations, and learning from real production experiences. Join the tribe: datatribecollective.com

---- Fully booked! --- (please RSVP to the waiting list) We have a date and time now confirmed! Agenda: * Supercell presentation: How Supercell Uses Databricks and AI to Automate Compliance Workflows. (Amin Javidan, Senior Data Engineer at Supercell, Sinan Sakaoglu, Senior Software Engineer at Netlight) *Learn about Supercell’s compliance strategy and operating model, and how their AI-powered PII Hunter solution, built on Databricks, helps them automate compliance* * Neon co-founder, Heikki Linnakangas: Neon to Lakebase journey through Vantaa * Food & Drinks and networking Venue Full -- Sold out!

PyData Helsinki is grateful to be hosted by RELEX this February. This time the event has a data engineering theme with talks suitable for various experience levels. **Schedule:** 17:30 Doors open 18:00 PyData Helsinki intro 18:05 Relex intro 18:20 **Refactoring bespoke integrations with dlt** by [Juuso Montonen](https://www.linkedin.com/in/juuso-montonen-7127ab20/) 18:50 **How indexes work in relational databases** by [Stanislav Bashkyrtsev](https://www.linkedin.com/in/stasbashkyrtsev/) 19:20 Break 19:50 PyData Helsinki Quiz 20:00 **⚡️ You could use DuckDB** by [Miikka Koskinen](https://miikka.me/) 20:15 **⚡️ Zero to Pipeline: When Data Connectors Just Work** by [Olusola Akinsulere](https://www.linkedin.com/in/akinsulereolusola/) 20:30 End of programme, move to suitable pub

PLEASE SIGN UP HERE: [https://luma.com/sets1ldo](https://luma.com/sets1ldo) Welcome to the VTC (Vietnamese Tech Community) TechTalk at our Zalando Helsinki Tech Hub in Kamppi! **TechTalk EP8: Modern Cloud Architectures — Hyperscale Cloud, Bare Metal Cloud & Edge Computing** ☁️️⚡ ​Where does your workload belong? In the world of modern infrastructure, the "Cloud" is no longer a single destination. It's a spectrum of performance, cost, and control. ​Join us for TechTalk EP8 as we navigate the three pillars of the modern stack: * ​**Hyperscale Cloud:** For massive ecosystems and flexibility. * ​**Bare Metal Cloud:** For raw power and predictable costs. * ​**Edge Computing:** For ultra-low latency and global scale. We have 3 talks lined up for the evening: \- Cloudflare Workers by [Benjamin Bui](https://www.google.com/url?q=https://www.linkedin.com/in/binh/&sa=D&source=calendar&ust=1771972656039967&usg=AOvVaw12jMnjE2VqYsrY9HMoQyfg) \- Hyperscale Cloud vs Bare Metal Cloud by [Tri Hoang](https://www.google.com/url?q=https://www.linkedin.com/in/tri-hoang-24b104150/&sa=D&source=calendar&ust=1771972656039967&usg=AOvVaw0JggQaqkN8uVWNYv9Elxkw) Welcome! PLEASE SIGN UP HERE: [https://luma.com/sets1ldo](https://luma.com/sets1ldo)

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. ️ Launched in San Francisco, July 16, 2022 Now in 35+ cities Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

**Welcome to Azure and Friends February meetup at [Black Belt Consulting](https://blackbelts.fi/) in Helsinki! This time we are gathering at the other side of PItkäsilta in Hakaniemi, just a short metro ride from the Central Railway Station.** Save the date and join us to spend some time with likeminded people and to listen interesting presentations about Azure. Event will be held in **English**. **We have a no-show policy:** In accordance with our [code-of-conduct](https://www.azureandfriends.com/code-of-conduct), if you are not able to participate and do not cancel, you will not be allowed to participate in upcoming events for the **next six months**. **Waitlisting:** If the event is full, please join the waitlist as seats usually free up closer to the event date. Organizers will also remind attendees to review their RSVP status couple days before event. **Photos, Live streaming and Social Media:** Please notice that we reserve rights to takes photos of the event and speakers and publish them in our social media channels. Some events might be recorded or live streamed. If you wish not to be in photos or recordings, please contact one of the organizers at the event. **LinkedIn:** Consider following **[Azure and Friends](https://www.linkedin.com/company/azure-and-friends/)** at LinkedIn **Event agenda:** 16:45-17:15 - Doors open and food 17:15-17:25 - Azure and Friends Intro 17:25-17:35 - Welcome words by **Black Belts** 17:35-18:10 - **Multi-agent Orchestration patterns in Agent Framework** by **Pasi Huuhka (Zure)** 18:10-18:20 - Break 18:20-19:00 - **TBA** by **TBA (TBA**) 19:00-21.00 --> Networking

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production. We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike. **The Lineup:** **11:00 AM \|** **Getting Started with Google Gemini** Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy) Focus: A walk-through of Gemini and multimodal models to boost daily productivity. **11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI** Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy) Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI. **The Perks:** Exclusive GDG Swag for attendees! Pizza & Soft Drinks (for in-person guests). Networking & Q&A with local industry leaders. **Meeting Link:** meet.google.com/wia-ygtn-fmc Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! This is a hybrid event. Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/ or in person at: Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077 *** *** **About the Speakers :** **Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases. **Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\) Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE. Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform. Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer. **Hosted By :** Vaidehi Tripathi, GDG Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.

**NEW LOCATION: 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). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) 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 centralohpython@gmail.com

Our next much-awaited **COLUMBUS** meetup is **Tuesday February 24 from 7-10 pm at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new friends! WE HOPE TO BE COLLECTING SIGNATURES TO OVERTURN SB56. BRING YOUR FRIENDS, COLLEAGUES AND FAMILY MEMBERS TO JOIN US AND SIGN! Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect. Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!

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/

**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