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Yes! Check out test automation events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the test automation events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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Test Automation Events Today

Join in-person Test Automation events happening right now

IN-PERSON: Apache Kafka® x Apache Flink® Meetup
IN-PERSON: Apache Kafka® x Apache Flink® Meetup
Join us for an Apache Kafka® x Apache Flink® meetup on Wednesday February 25th from 6:00pm in Dublin hosted by Autodesk! **Venue:** Autodesk 1 Windmill Lane, 2nd Floor, Dublin D02 F206 **PLEASE BRING A FORM OF VALID ID AND REGISTER WITH YOUR DETAILS FOR SECURITY PURPOSES/BUILDING ACCESS. THANK YOU!** **Agenda:** * 6:00pm: Doors open * 6:00pm – 6:30pm: Food, Drinks & Networking * 6:30pm - 7:15pm: John Byrne, Sr. Manager, Partner Applied Solutions, Confluent * 7:15pm - 8:00pm: Rishayah Kumar Trivedi, Senior DevOps/SRE Engineer, Autodesk & Douglas Hobson, Principal DevOps/SRE Engineer, Autodesk * 8:00pm - 9:00pm: Additional Q&A and Networking **First Speaker:** John Byrne, Sr. Manager, Partner Applied Solutions, Confluent **Title of Talk:** Flink State: Design Choices You Can’t Undo *(on Confluent Cloud)* **Abstract:** A practical look at how state behaves when running Flink on Confluent Cloud, the early design decisions teams often underestimate (keyed state, TTLs, upgrades, reprocessing), and the kinds of problems that only show up months later. **Bio:** John Byrne is a Sr. Manager, Partner Applied Solutions at Confluent, the company founded by the original creators of Apache Kafka®. With a strong background in data engineering, John previously worked for Slice, Registers of Scotland, and Sopra Steria, where he specialized in event streaming, ETLs, and data governance. Passionate about GIS, mapping, and ETL processes, he has delivered talks at FOSS4G and developed production-grade ETL projects incorporating spatial data and mapping technologies. In his spare time, John enjoys playing golf and coaching his local youth rugby team. **Second Speakers:** Rishayah Kumar Trivedi, Senior DevOps/SRE Engineer, Autodesk & Douglas Hobson, Principal DevOps/SRE Engineer, Autodesk **Title of Talk:** To Production and Platform: Our Kafka Journey, DR Strategy, and Kafka-as-a-Service **Abstract:** In various organisations, multiple teams have historically had to build Kafka the hard way, spending months on security hardening, compliance validation, observability, and disaster recovery, often repeating the same work with inconsistent outcomes. The result is slow onboarding, duplicated effort, and operational silos that don’t scale as more streaming use cases come online. In this talk, we walk through our Kafka production journey on AWS MSK: how we began with a POC, what it really takes to make Kafka production-ready, and the key platform decisions we had to take to standardise the architecture and operations. We’ll then dive into disaster recovery for streaming applications where the hard problems aren’t just infrastructure failover, but event continuity and restoring pipelines under pressure. We’ll share our HA DR approach for Kafka-backed systems, including an active/passive regional strategy, and practical failover/failback considerations to minimise RPO/RTO. Finally, we’ll close with our Kafka-as-a-Service (KaaS) vision for Autodesk teams: self-service, policy-driven deployments and service tiers that let internal teams onboard in hours instead of months so the product teams can focus on building streaming features, while the platform provides consistent guardrails for security, reliability, and recoverability. Attendees will leave with a checklist of production-ready requirements for Kafka, a clear mental model for DR in streaming systems and a set of platform patterns for evolving towards Kafka-as-a-Service. **Bios:** **Rishayah Kumar Trivedi (Senior DevOps/SRE Engineer, Autodesk)** Rishayah is a Senior DevOps/SRE engineer at Autodesk's data streaming and processing platform team with 9+ years of experience building scalable cloud infrastructure and automating enterprise deployments. He holds industry-recognised credentials in AWS, Kubernetes, and DevOps, and has led many initiatives improving reliability, performance, and security through Shift-left approach, IaC and CI/CD best practices. **Douglas Hobson (Principal DevOps/SRE Engineer, Autodesk)** Douglas is an accomplished Principal Devops/SRE engineer in Autodesk's data streaming and processing platform team with extensive experience in cloud architecture, infrastructure automation, and systems reliability. With a proven track record at various firms, he has led global teams in building scalable, secure, and high-performing cloud environments. Skilled in AWS, IaC, and distributed systems, Douglas is recognised for his technical leadership, problem-solving expertise, and commitment to operational excellence. \*\*\* DISCLAIMER We are unable to cater for any attendees under the age of 18. If you would like to speak or host our next event please let us know! [community@confluent.io](http://community@confluent.io/)
Dub|Sec February 2026 Meetup
Dub|Sec February 2026 Meetup
The next Dub\|Sec meetup will take place in the Dublin Workday offices on February 25\, 2026\. Workday are delighted to be hosting this Infosec event in conjunction with Dub\|Sec and the Women in Cybersecurity Community Association \(WICCA\)\. In order to ensure your place on the evening, please sign up through [this link](https://invites.envoy.com/group-invite/TQWwzJ2WyL5lED4D). We'll be there from 6.00pm. Our first speaker will start at around 7pm. **19:00 - Building a digital beehive: The cluster that wasn't real, but the attacks were** by Arnav Tripathy Kubernetes is everywhere now—and so are attacks against it. Misconfigurations, exposed APIs, and overly permissive RBAC have made clusters a prime target, while most security tools stop at scanning images and YAML instead of showing what attackers do after they get in. This talk introduces KubeDecoy – a lightweight, open-source Kubernetes honeypot built from familiar components: vcluster, Falco, Falcosidekick, and NGINX. The goal is simple: stand up a convincing fake cluster, expose realistic attack surfaces, and quietly observe how real adversaries interact with them. **19:40 - OffSec x AI : The Rise of Autonomous Pen-testing Agents** by Manav Bankatwala. As we are witnessing a shift from static security scanners to "Agentic AI", tools that don't just find signatures, but actively reason, plan, and exploit like a human hacker. This talk will explore the current state of AI in offensive security, using the open-source tool Strix as a live case study. If you would like to speak at any future Dub\|Sec\, please email us at [info@dubsec.ie](http://info@dubsec.ie/)! Join us for some drinks, food and general chat about infosec. Everyone is welcome whether you’re a pro, an amateur or just curious about the field!
Snowflake Performance Tuning & Cost Optimisation: Lessons from the Front
Snowflake Performance Tuning & Cost Optimisation: Lessons from the Front
**Overview** === He's back! For our February event, we are thrilled to welcome a special guest out of semi-retirement: John Ryan. As a former Snowflake employee and current Data Superhero, John has been there since the beginning. In fact, he and I co-hosted Ireland’s first-ever Snowflake event. Since the venue was a converted church, we called it the **"Church of Data."** It was the perfect setting to kick off our Snowflake evangelism. **Abstract** === Moving from on-premises data platforms to cloud isn’t just a technology change — it’s a cost and operating model shift. Many teams underestimate this and end up with performance issues, spiralling spend, or both. This session explains why traditional on-prem thinking breaks down in Snowflake, how Snowflake is designed to scale, and where customers commonly go wrong. Using real lessons from three large Snowflake customers, we’ll walk through: What “scale up” really means in Snowflake (and when not to use it) Three common mistakes that quietly drive cost and poor performance What actually worked in production — not theory, not marketing slides This is a practical, experience-based session aimed at engineers, architects, and technical leaders who want Snowflake to run faster without wasting money.
WICCA x Dub|Sec @ Workday
WICCA x Dub|Sec @ Workday
We are delighted to announce Workday bringing communities together and invinting us for a meetup in their office! In order to ensure your place on the evening, please sign up through [this link](https://invites.envoy.com/group-invite/TQWwzJ2WyL5lED4D). We'll be there from 6.00pm. Our first speaker will start at around 7pm. **19:00 - Building a digital beehive: The cluster that wasn't real, but the attacks were** by Arnav Tripathy Kubernetes is everywhere now—and so are attacks against it. Misconfigurations, exposed APIs, and overly permissive RBAC have made clusters a prime target, while most security tools stop at scanning images and YAML instead of showing what attackers do after they get in. This talk introduces KubeDecoy – a lightweight, open-source Kubernetes honeypot built from familiar components: vcluster, Falco, Falcosidekick, and NGINX. The goal is simple: stand up a convincing fake cluster, expose realistic attack surfaces, and quietly observe how real adversaries interact with them. **19:40 - OffSec x AI : The Rise of Autonomous Pen-testing Agents** As we are witnessing a shift from static security scanners to "Agentic AI", tools that don't just find signatures, but actively reason, plan, and exploit like a human hacker. This talk will explore the current state of AI in offensive security, using the open-source tool Strix as a live case study. Join us for some drinks, food and general chat about infosec. Everyone is welcome whether you’re a pro, an amateur or just curious about the field!
Clontarf Running Group - Wednesday run
Clontarf Running Group - Wednesday run
Our midweek training session :-) Choose from 5km, 7.5km or 10km
3-4km Run and Beers
3-4km Run and Beers
Great weekend for Irish Rugby as we did what we do most years, and stuffed England at Twickers. We can all celebrate with a few pints of Guinness this Wednesday after our wee run around the place, finishing off at **O'Briens on Sussex Terrace**. Hopefully, given it's nearly the end of February it might stop raining for a few hours, and the weather may well be improving over the next few weeks - Fingers Crossed... But never fear, Run & Beers proceeds despite the weather - after all, we are in Ireland, what's a little bit of weather! For newcomers, our Group Runs are great fun, safe for all, and once the run is complete, we can share a beer, have a good chat, make new friends, and look forward to the following week. The route map is here - https://www.mappedometer.com/?maproute=937050 Regards, Liam
SOCIAL LANGUAGE EXCHANGE
SOCIAL LANGUAGE EXCHANGE
**✨ Dynamic Conversations** Enjoy small-group conversations (2–3 people per table) at dedicated language tables. There will always be **English-only tables**, and every attendee rotates through these tables during the **first and last rotation**. **️ Language Stickers on Arrival** As soon as you arrive, you’ll receive: • **Native language stickers** (with flags + “native”) • **Practicing language stickers** (with flags + “practicing”) You may choose multiple practicing languages. These stickers help you join the right tables and connect with people who match your goals. ** Rotations Every 30 Minutes** Every 30 minutes, the organizer rearranges groups based on preferred languages. We aim for **bilingual tables**, ideally with at least one native or advanced speaker. If no native speakers are available, we can still create a table as long as **two people want to practice the same language**. ** Popular Languages** English, Spanish, French, German, Portuguese, Italian, and any other language requested by at least two attendees. ** All Levels Welcome** Beginner or advanced—everyone is welcome. The only requirement is enthusiasm and willingness to communicate. ** Conversation Cards + Complimentary Fries** Need inspiration? Conversation cards are available at every table. Enjoy complimentary **fries around 8:00 PM**. ** Pay-as-you-go (Cash / Card)** • €6 General Admission • €5 Students • €4 per person when you bring friends **⭐ Loyalty Card (Automatically Activated)** Attend **4 Language Exchanges or International Meetups**, and your **5th event is FREE**. ** [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** ** Regular Membership (€12/mo)** ✔ Free: Singles, Language Exchange, International Meetup ✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ Extra perks ** Theme Membership (€15/mo)** ✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ –50%: Singles, Language Exchange, International Meetup ✔ Extra Perks ** Complete Membership (€20/mo)** ✔ Free access to ALL events ✔ Extra Perks ** Stay Connected** **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events ** Join Us!** A fun, relaxed evening full of languages, new people, and confidence-building conversations. **RSVP now! **

Test Automation Events This Week

Discover what is happening in the next few days

Tutorial 8 - Convolutional Neural Network with image classification
Tutorial 8 - Convolutional Neural Network with image classification
My name is Aurelie and I'm graduating with an MSc in Artificial Intelligence from the University of Limerick. I run monthly **machine learning** and **deep learning** tutorials in Dublin with a small group of people. \*\*In this tutorial, we will build a **CNN** model to classify images into categories, we will be using a public dataset. Together, we will walk through the full pipeline from data preprocessing to model training and evaluation. You will receive a jupyter notebook with reusable code showing all of these steps. No set up required, just a laptop and a google email address :) **The tutorials are limited to 15 participants and you can reserve your spot either here or by emailing aureliem219@gmail.com. Please make sure to book as soon as possible, as the registration count on Meetup does not guarantee availability.** **For more information about the tutorials:** * The tutorials are interactive and will be conducted using **Jupyter notebooks** on **Google Colaboratory** (a free, cloud-based platform that lets us write and run code directly in the browser). While **Google Colaboratory** is free to use, tasks that require more computational power (such as training deep learning models) may benefit from GPU access. In that case, Google offers a once-off payment for around €10 which can last several months depending on your usage. Some familiarity with **Python** or other programming languages is helpful but not required. Everyone is welcome to join and learn at their own pace. * The tutorial lasts for 1.5 hours. * During the tutorial, I share the Jupyter notebook with participants so they can keep it for future reference. We go through the notebook step by step together and I do my best to answer any questions along the way. * The notebook includes the complete code from data preparation to model training and evaluation. It can be reused or adapted for your own business needs or personal projects * We will be working with a variety of **Python** libraries including **Scikit-learn**, **PyTorch**, **TensorFlow**, **Keras**, **Seaborn**, **Pandas** and **Matplotlib** and the **Hugging Face** framework. These tools will help us explore different machine learning and deep learning techniques using publicly available datasets. * Each tutorial focuses on a different algorithm in depth. Topics covered include **linear regression**, **logistic regression**, **K-means clustering**, **decision trees**, **artificial neural networks (ANNs)**, **convolutional neural networks (CNNs)** for image classification, **object detection** and **natural language processing**. The goal is to break down each technique step by step, making it approachable and practical for real-world applications. This tutorial take place at the **Grafton Hotel, 32 Stephen Street Lower, Dublin 2** (We will be sitting in the lounge in the corner or on the right handside). It will run from **3 pm** to **4 pm**. **Grafton Hotel, 32 Stephen Street Lower, Dublin 2** * The tutorials are a high-level practical introduction to machine learning and deep learning and the emphasis on understanding how we process the data , train and evaluate a model with Python. We won't cover the mathematics behind it however some tutorials may have mathematical formulas as part of the algorithm explanation and some tutorials might have more complex data preprocessing as it depends on the datasets and the task we are doing. However the tutorials focus on the practical part! * *Payments need to be made in advance to secure your place and fees are non-refundable unless I need to cancel the event, in this case refunds will be made.*
Lunch & Make New Friends at Korean Restaurant "Drunken Fish"
Lunch & Make New Friends at Korean Restaurant "Drunken Fish"
We will have Korean lunch. Talk and meet new people for connection. Then, we will go to bar for drinks & karaoke (optional) \*Pay for your own meal \*Booked under Michael
Hands-on Demo of Cloud CI/CD
Hands-on Demo of Cloud CI/CD
We present a hands-on Demo from the Google Cloud Professional Architecture Exam Learning Path Location: 1 O'Connell Street Lower, North City, Dublin, D01 TX31
Sunday Social
Sunday Social
Monthly Meetup in the pub
Monthly Meetup in the pub
We will try to secure a table downstairs in the venue in order to keep the location consistent. New people who know nothing about Linux are welcome and encouraged to attend, please don't be shy. If you are new please feel free to approach one of the organisers, and we'd be only happy to help explain things as best as we can, we honestly don't mind and don't judge. We were new once ourselves :) Please note that in general, these are adult friendly meetups, therefore, we are not responsible for those under 18 in attendance. We may have events targeted at children in the future. As with any Meetup, please try to stick to your RSVP or change it to No if you can't come.
The Literati Dublin
The Literati Dublin
Hello Everyone! Let's read something before coming to the event. It can be a few pages from a book, an article, a poem, an advertisement, a joke, a recipe, a quote, social media content - anything you find interesting. We meet and chat about it, as a starting point of conversation. Please feel free to bring books :)
Waitlist - The Spanglish Camino 2026: +90 h inmersión bilingüe
Waitlist - The Spanglish Camino 2026: +90 h inmersión bilingüe
***Date to be confirmed.*** Fecha por confirmar. ***From the City to the Camino.*** De la ciudad al Camino. ***After organizing several Walk & Talk events in Barcelona and Tenerife, we’ve decided it’s time to take this concept to the next level.*** Después de organizar varios eventos de Walk & Talk en Barcelona y Tenerife, hemos decidido que es hora de llevar este concepto al siguiente nivel. ***People have absolutely loved the formula.*** A la gente le ha encantado nuestra fórmula: * ***Meeting new people from all over.*** Conocer gente nueva de todo el mundo. * ***Hitting those 10k steps a day.*** Cumplir con los 10k pasos diarios. * ***Practicing Spanish and English with natives from around the world.*** Practicar español e inglés con nativos de todo el mundo. ***And what better place than the Camino de Santiago to turn our 90-minute Saturday strolls into a full 90-hour immersive week?*** ¿Qué mejor sitio que El Camino de Santiago para llevar nuestros paseos de 90 minutos de los sábados a una semana de inmersión total de 90 horas? ***How it works***. *Cómo funciona* ***We are looking for a small, balanced group.*** Buscamos un grupo pequeño y equilibrado: * ***10 Native or fluent English speakers.*** 10 Hablantes nativos o fluidos de inglés. * ***10 Native or fluent Spanish speakers.*** 10 Hablantes nativos o fluidos de español. ***The goal is a strict 50/50 split so you always have someone to practice with. No "tourist traps," just a week of real connection and language exchange.*** El objetivo es un 50/50 estricto para que siempre tengas a alguien con quien practicar. Sin "trampas para turistas", solo una semana de conexión real e intercambio de idiomas. **❓*How many days?*** ¿Cuántos días son? ***Plan for 7 days (6 nights). We’ll walk the final 100km to Santiago to get the "Compostela" certificate.*** Cuenta con 7 días (6 noches). Recorreremos los últimos 100 km hasta Santiago para conseguir el certificado de la "Compostela". ❓***What’s the budget?*** ¿Cuál es el presupuesto? ***We’re still finalizing details, but expect a total investment of around €750 - €950.*** Aún estamos cerrando detalles, pero cuenta con una inversión total de unos 750€ - 950€. ***This is an all-in-one package that includes.*** Es un paquete con todo incluido que contiene: * ***Shared accommodation in hostels.*** Alojamiento en hostales seleccionados (habitaciones compartidas). * ***Breakfasts and Dinners (lunch/picnic on your own).*** Desayunos y cenas incluidos (el almuerzo/picnic en ruta es por cuenta propia). * ***Luggage transport between stages.*** Transporte de mochila entre etapas. * ***Full Immersion Program (+90 hours of live practice).*** Programa de Inmersión Total (+90 horas de práctica real). * ***Pre-trip Training: Access to our online courses and prep sessions to get to know each other and gain speaking confidence before we even start walking.*** Fase de Preparación Previa: Acceso a nuestros cursos online y sesiones para ir conociéndonos y ganar confianza al hablar incluso antes de empezar a caminar. ❓ ***Do I need to be an athlete?*** ¿Tengo que ser un atleta? ***Not really, but you should be comfortable walking about 20km a day. It’s a challenge, but we’ll go at a steady, conversational pace.*** Realmente no, pero deberías sentirte cómodo caminando unos 20 km al día. Es un reto, pero iremos a un ritmo constante y conversacional. ❓ ***Where is the meeting point?*** ¿Cuál es el lugar de encuentro? ***We will all meet in Sarria (Lugo). Most people fly into Santiago or Madrid and take a train/bus to join the group there.*** Nos reuniremos todos en Sarria (Lugo). La mayoría de la gente vuela a Santiago o Madrid y coge un tren o autobús para unirse al grupo allí. ❓ ***Why join the list?***¿Por qué unirte a la lista? ***Places will be very limited (only 20 spots). If you join the waitlist, you’ll get the itinerary and the early-bird price before we announce it on social media.*** Las plazas serán muy limitadas (solo 20). Si te unes a la lista, recibirás el itinerario y el precio reducido antes de que lo anunciemos en redes sociales. ***Just RSVP "YES" to join the list. We’ll reach out to you as soon as the dates and details are ready.*** Solo dale a "Asistir" para entrar en la lista. Nos pondremos en contacto contigo en cuanto tengamos listas las fechas y los detalles.y los detalles. ***⚠️ IMPORTANT: This is a Waiting List. The date you see is just a placeholder to keep the event active. By clicking "RSVP," you’re simply telling us you’re interested so we can send you the info first.*** IMPORTANTE: Esto es una Lista de Espera. La fecha que ves es solo para mantener el evento activo. Al darle a "Asistir", solo nos confirmas que te interesa para que podamos enviarte la información antes que a nadie.

Test Automation Events Near You

Connect with your local Test Automation community

BrowserStack QA Meetup | Columbus (March 12)
BrowserStack QA Meetup | Columbus (March 12)
**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.
Spec-Driven Development with GitHub Spec-Kit - Barret Blake
Spec-Driven Development with GitHub Spec-Kit - Barret Blake
**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
Columbus HUG February
Columbus HUG February
Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/
Creativity Circle: Protest Sign Making
Creativity Circle: Protest Sign Making
**In March we will be making protest signs form carboard, paper, thick markers, and more! All supplies are provided, seats are limited! Come As you are, when you can; hope to see you there!**
Building Agents with Microsoft Foundry
Building Agents with Microsoft Foundry
We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.
Investing & Personal Finance Meeting
Investing & Personal Finance Meeting
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
Go Build & Learn
Go Build & Learn
Meeting @ Improving's office in Downtown Columbus, near Cosi. Parking is paid, food & drink are free! This time we're hanging out after the long winter break. We are going to look at a group-member's project used to help learn the fundamentals of Go, and if time allows, we can take a look at how we like to build Go projects using AI.