Meet other local people interested in Artificial Intelligence Machine Learning Robotics: share experiences, inspire and encourage each other! Join a Artificial Intelligence Machine Learning Robotics group.
Yes! Check out artificial intelligence machine learning robotics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the artificial intelligence machine learning robotics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find artificial intelligence machine learning robotics events near your location here. Connect with your local community and discover events within your area.
**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.
Details:
SPACE: Four participant sewing class, plus the host, held in a comfortable, spacious living room , with double doors beside us, as we work.
CLASS CONTENT:
Learn to use a sewing machine (maybe bring your own along if you wish to gain confidence in using it)
Make a cute cotton tote bag (or your own project) / have some fun / meet like minded new friends and learn a new skill / craft.
Progress to make a simple piece of clothing!
What’s available:
* Complimentary glass of juice if you wish.
* Bring your own machine or if you wish you’re welcome to use mine.
* Hand sanitiser/wipes available.
* Plenty of space.
* Warm room.
* Professional teacher.
MATERIALS:
I supply large selection of threads / pins / needles and rippers!
You may wish to bring your own fabric and extras eg. ribbon, lace etc for your individual item (happy to help you choose/source fabrics)
Also up-cycling of an old crisp cotton dress or shirt is encouraged.
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/)
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!
\*This event will be **ONLINE ONLY**
**Are you an experienced tech professional aiming for top-tier roles at MANGA, AI companies, hedge funds or just the next step?**
Your experience is solid, but is your CV holding you back?
* CV doesn't bring you more interviews ?
* Get ghosted often?
* Recruiters don't move you forward once they review it?
* 100 applications and less than 12 interviews (industry average)
Top-tier tech companies receive thousands of applications from qualified candidates. At the senior level, it’s no longer just about listing your skills - it’s about how you frame your impact, leadership, and technical depth.
We are bringing in a **Senior Engineer directly from Amazon** to provide insider insights on exactly what hiring managers at major tech firms look for in senior-level applications.
**This is not a generic resume workshop.** This is a deep dive into crafting a CV that gets noticed by decision-makers at the highest levels of tech.
**What We Will Cover:**
* **The MAANG Lens:** How a Senior Amazon Engineer reads a resume
* **Impact vs. Duties:** Shifting your CV language to highlight measurable business outcomes rather than just job responsibilities.
* **Senior Positioning:** How to effectively structure leadership, architecture, and system design experience.
* **The "Red Flags":** Common mistakes that get even highly experienced candidates rejected by ATS or recruiters.
**Who Should Attend:**
⚠️ **Please Note:** This event is tailored for **experienced professionals** in the tech industry (e.g., Senior Software Engineers and tech professionals with more than 2 years of experience).
**RSVP today to elevate your career prospects.**
**Hosted by TopCoding**
This Meetup was created as a sacred place for those who feel called to explore consciousness, spirituality, personal growth, and the deeper aspects of who we are.
We come together every two weeks not for casual socializing, but to connect with depth, presence, and authenticity. Everyone’s perspective is welcome here without judgement.
My intention for this gathering is to be conscious and deliberate—like a living container that supports us all in being seen, heard, and understood.
This space may not be for everyone—and that’s okay.
If you’re looking for light social banter or casual networking, this group may not resonate with you.
But if you feel called to walk into a space where people speak from the heart, share with honesty, and lean into spiritual exploration with wonder and sovereignty—then you’re in the right place.
We don’t always know where the conversation will flow—but we trust the current.
And every time, it brings us to understanding each other from a deeper level.
If this resonates then I look forward to sharing this space with you.
***All are welcome and facilities are wheelchair friendly
Enjoy a creative time in a cozy café. Relax, slow down, and play with clay. A perfect solo date , digital detox and mindful break for you.☺️
**Price:** **€20 total**
**How to Book:**
**€5** deposit send to book your spot via Revolut [HERE](revolut.me/mujdeatici)
➡️ **Note:** Name + Event Date
* **€15 balance** to be paid in person at the event.
**IMPORTANT:** Only payments via **Revolut** guarantee your seat. An RSVP alone is not a formal registration.
How It Works
☕ Step 1 – Coffee First Order your favourite drink and settle in
Step 2 – Meet & Relax Small group, easy conversation, no pressure
✋ Step 3 – Gentle Guidance Learn simple hand-building basics at your own pace
Step 4 – Play with Clay Create a small clay piece and enjoy the process
Step 5 – Leave Happy Take your clay piece home on the day
What to Expect
• Small group (4–6 people) for a warm, relaxed atmosphere
• No experience needed
• Clay and tools included
✨ This is a creative clay event, not a firing or glazing class.
✨ We focus on the process, not perfection.
[Whats App](https://wa.me/353832051940)
[Instagram](https://www.instagram.com/pottery_workshop_dublin__?igsh=ajNmcWlwaTg4dTB1)
Artificial Intelligence Machine Learning Robotics Events This Week
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.*
Adult Bachata and Salsa dance classes with practice social at Coolock Ardlea Scout Den Coolock Village.
This is a mirror studio located upstairs from the hall with nice wooden floors.
This is a weekly Thursday event. Come down, learn and have fun!
Men and Women are welcome.
Free taster for first timers and discount for students, request via dm.
Beginners cost 10 euro for all beginner classes and practice.
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
Dublin Dataviz is delighted to welcome Andy Kirk as our first speaker of 2026!
Andy is the founder of [Visualising Data](https://visualisingdata.com/) and works with [clients around the world](https://visualisingdata.com/clients) as a data visualisation design consultant and prolific [trainer](https://www.visualisingdata.com/training/). He is a a four-times published [author](https://www.visualisingdata.com/book/) and host of the ‘[Explore Explain](https://www.visualisingdata.com/podcast/)’ video and podcast series.
In his talk, **The 7 Hats of Data Visualisation (Revisited!),** Andy will showcase the value and richness of data visualisation as a key literacy in this contemporary digital age. We all have a stake in this, whether that is through our roles as creators, consumers or coordinators, but it can appear to be a substantial challenge to fully embrace the multi-disciplinarity of this subject, whether as individuals or more generally across organisations.
Framed as the ‘7 hats’ of data visualisation, Andy will look back over his 15+ years of experience developing an expertise in this subject to present his view of the major competency ‘ingredients' that make up the all-round talent recipe of a visualiser today. He will differentiate the knowledge required from skills necessary to demonstrate, the attitudinal maturity from the technical intelligence. He will also advise on some of the strategies that will help you continue to develop and refine your data visualisation literacy.
Join us for what's going to be an amazing evening, with pints in Arthurs pub surely to follow.
Reading books and discussing them are two distinct experiences! Conversations about books and sharing insights help us better appreciate literature and enrich our lives.
Let's grab a drink (alcoholic or non-alcoholic) and discuss books we're currently reading or have recently enjoyed—whether poetry, fiction, or non-fiction. Bring your physical book or e-reader.
There's no formal structure or agenda—just books and good conversation.
It's a perfect place to get book recommendations and rediscover your reading momentum if you've hit a slump. We welcome readers of all backgrounds and interests!
⚠️**Something Happened?**
If something unpleasant happened to you, it may happen to others. Even if it seems minor, don't hesitate to reach out to me.
**How to find us?**
* When I reach the venue, I'll leave a comment in the meetup where the group is seated. Normally, the booking is in my name, so you can ask the staff for the group.
* If you're unable to find us, leave a comment in the meetup page. I'll be able to guide you.
We highly encourage you to move between tables and strike up conversations with fellow book lovers. These discussions about literature and reading recommendations are often the highlight of the event!
As an organizer, I'm always looking for feedback about the event and suggestions for new events, so feel free to suggest ideas to me.
I look forward to seeing you all!
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.
While Organizer does this for free, entry to the gym is needed. Day pass and shoe rental.
Get ready to reach new heights and forge lasting connections doing Indoor Bouldering Adventure this Sunday at 12:00! Whether you're a seasoned climber or brand new to the sport, this event is the perfect opportunity to challenge yourself, have fun, and meet fellow enthusiasts in a supportive and social setting.
Located at the Bloc Climbing Gym in Ballymount, indoor bouldering social event is suitable for climbers of all levels.
No climbing experience? No problem! Our friendly group will provide guidance, tips, and encouragement every step of the way. Whether you're learning or honing your skills, you'll find plenty of support and encouragement from your fellow climbers.
After our exhilarating climb, we'll gather for some well-deserved refreshments and socializing, where you can swap climbing stories, share tips, and make new friends with fellow adventure-seekers.
So lace up your climbing shoes, chalk up your hands, and get ready for an afternoon of adrenaline-pumping fun and friendship at our Indoor Bouldering Adventure this Sunday! Let's climb, connect, and conquer together. See you there! ♀️♂️
If you have any questions, please feel free to contact the event organizer.
Artificial Intelligence Machine Learning Robotics Events Near You
Connect with your local Artificial Intelligence Machine Learning Robotics community
**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.
**\*\*\*\* More details and sign up at: https://aifalliance.org/summit-2026/ \*\*\*\***
**What is AI Freedom Alliance?**
AI Freedom Alliance promotes the responsible growth of AI guided by practical, commonsense ethics. Our nonprofit is built by
professionals from a wide range of industries and is made up entirely of small- and mediumbusiness representatives—never large tech companies. We provide a counterbalance to big corporate influence, focusing instead on how AI can benefit businesses and the world at large.
**What’s Happening?**
***The inaugural AI Freedom Alliance Summit.***
This full-day event will explore how we can ensure AI is adopted responsibly through shared ethical standards that empower
humanity. The summit will feature interactive and educational sessions led by thought leaders, technologists, policymakers, and advocates who are passionate about making AI fair, transparent, and beneficial for everyone.
**Why Attend?**
Learn about the legal and technical challenges with implementing AI solutions within your organization. Build better solutions while protecting your organization from legal and compliance risks. And learn how to think strategically about AI as a differentiation tool for your business.
This summit is highly recommended for C-Suite leaders to learn as well as interact with each other and our sponsors.
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
**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.
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.
**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
Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm!
We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry.
If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss.
Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!