Taxonomy
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Frequently Asked Questions
Yes! Check out taxonomy events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the taxonomy events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Taxonomy Events Today
Join in-person Taxonomy events happening right now
XTC Berlin: In Defense of Tech Monopolies: A Debate You Weren't Expecting
**Topic: In Defense of Tech Monopolies: A Debate You Weren't Expecting**
Are tech monopolies really the villain everyone makes them out to be? In this session, we'll explore the counterintuitive argument that concentrated tech power can drive innovation, create better developer experiences, and produce more stable ecosystems. Think about it - would we have Android without Google's scale? Would open-source AI flourish without Meta's resources? We'll lay out the strongest case for tech monopolies, then break into groups to stress-test, challenge, and debate whether big tech consolidation helps or hinders the software community.
**What to Expect:**
* A concise, 5-10 minute expert presentation introducing us to the nuances of the topic.
* Engage in insightful discussions with fellow participants in breakout groups, exploring diverse experiences and practices.
* Dive into prepared questions designed to challenge and expand your perspective on the topic.
* A fantastic opportunity to network with like-minded professionals and enthusiasts passionate about software development and team building.
***
**Broadening Our Discussions:**
We explore a wide range of topics, including Extreme Programming (XP), agile management methods, lean theory, career management, programming katas, and other areas related to software development. Whether you're new to software, a seasoned practitioner, or an expert, your insights and experiences are valued here!
***
**Event Details:**
We'll gather from 7:00 PM, officially start the session at 7:15 PM, and take a break at 8:30 PM to decide the topic for our next session. Don't miss this chance to learn, share, and connect!
Berlin Lab Automation Community Kickoff
Dear all, we moved the event to eventbrite - as signing up for new members is too comlicated here.
https://www.eventbrite.de/e/1984120715471?aff=oddtdtcreator
From Bits to Blossoms
To register use [Luma](https://luma.com/dx4gd5sx).
Join us for the Data Berlin Meetup — an evening of talks, insights, and networking for the data community in Berlin. This edition covers the State of Airflow in 2026, reliable analyst-AI collaboration through fine-tuned agents, and more. Whether you're a data engineer, analyst, or just curious about the future of data, come connect with like-minded professionals over great conversations.
Agenda
**6:30 PM – 7:00 PM — Registration and Networking**
**7:00 PM – 7:10 PM — Welcome and Opening Remarks**
Data Berlin Meetup Team
**7:10 PM – 7:35 PM — The State of Airflow 2026**
**Speaker:** [Vivien Saulais](https://www.linkedin.com/in/vivien-saulais-30903b66/), Senior Sales Engineer, Astronomer
***
**7:35 PM – 7:40 PM — Short Break**
***
**7:40 PM – 8:05 PM — Building a Data Warehouse People Actually Use: Enpal's Path from 50 to 650 Users in Two Years**
**Speaker:** [Michael Gabriel](https://www.linkedin.com/in/michael-gabriel-ds/), Engineering Manager Data @ Enpal
***
**8:05 PM – 8:30 PM — Fine-Tuning Agents for Reliable Analyst-AI Collaboration**
**Speaker:** [Anastasiia Stefanska](https://www.linkedin.com/in/anastasiastefanska/), Senior Data Analyst @ TUI
***
**8:30 PM – 9:30 PM — Closing Remarks and Extended Networking**
**About our sponsor:**
**[Astronomer](https://www.astronomer.io)** is the commercial home of Apache Airflow — the open-source standard for authoring, scheduling, and monitoring data pipelines, used by over 15,000 data engineering teams worldwide. Their managed platform, Astro, lets data teams focus on building business logic rather than managing infrastructure.
**About Our Host**
[Neugelb Studios](https://neugelb.com/en/home/) is a service design studio based in Berlin and Frankfurt, and the digital innovation arm of Commerzbank. With a human-centered, data-driven approach, their interdisciplinary team builds meaningful digital products through agile development and design thinking.
**Want updates or more info?**
Subscribe to our **newsletter**: [databerlin.substack.com](https://databerlin.substack.com).
Follow us on **[LinkedIn](https://www.linkedin.com/company/data-berlin).**
Join our **[Slack](https://join.slack.com/t/data-brln/shared_invite/zt-2ued0xvdu-aihzi2cKEwD_6_KDRd_1ag)**[ community](https://join.slack.com/t/data-brln/shared_invite/zt-2ued0xvdu-aihzi2cKEwD_6_KDRd_1ag).
regular NixOS Meetup @c-base
We are back in the c-base!
Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine!
Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs.
There are drinks usually available from the c-base bar.
If you can't find us. just ask around or ask in irc (#krebs on hackint)
Szenario Insights
// kostenloses Ticket benötigt -- bitte untenstehenden Link benutzen //
Szenario-Management kompakt: Wie Sie das Morgen besser verstehen und heute bessere Entscheidungen treffen.
Die Welt wird komplexer, Dynamiken beschleunigen sich, Gewissheiten bröckeln.
Gerade deshalb braucht es neue Perspektiven auf Zukunft.
Mit unseren **„Szenario Insights“** schaffen wir einen Raum, um genau darüber zu sprechen:
→ Warum wir Zukunft **anders denken** sollten,
→ wie **Szenarien entwickelt** werden
→ und wie sie helfen, **robustere Entscheidungen** zu treffen.
Dabei bringen wir unsere Erfahrung aus mehr als 600 Szenario-Prozessen ein und stellen aktuelle Beispiele vor.
Seit über 25 Jahren unterstützt die ScMI AG Unternehmen und Organisationen dabei, Zukunft sichtbar, begreifbar und gestaltbar zu machen – mit Szenarien, die Möglichkeitsräume öffnen und Orientierung in Zeiten des Wandels geben.
*Die Welt ist ungewiss und komplex. Wer sie verstehen will, braucht neue Perspektiven.*
Wir freuen uns auf den Austausch mit allen, die Zukunft nicht vorhersagen, sondern gestalten wollen.
kostenlose Tickets unter
https://www.eventbrite.de/e/szenario-insights-tickets-1982273371014?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl
AWS UG Berlin - Community Gameday Europe
In case you haven't participated before, GameDay is a high-energy event of building, troubleshooting, and a bit of friendly competition - all happening in the AWS Console with a team of 2-4 to compete with each other.
AWS User Groups across Europe, together with AWS, are bringing you AWS Community GameDay Europe: a large, synchronized event where you can test your AWS skills in a fun, hands-on way. We will work as a team and see how we compare with teams in other cities. Besides we are all connected through a shared live stream!
**When?** 17th of March\, Tuesday \| 18:00 \- 21:00
**Where?** AWS BER13: Brüderstraße 26, 10178 Berlin
❗**How to Register - Read Carefully**❗
Participation is free of charge. Your AWS resource usage is also covered. You will be provided a sandbox AWS account. Therefore, you won't need an AWS account!
❗Please register with your full name by filling out this form: https://forms.gle/VVjGapS4fDRonGy1A
❗You need to bring your own laptop to this workshop. Make sure AWS CLI is installed. Contact us if you're not sure how.
❗A confirmation e-mail from Meetup is not relevant. You can participate only if you receive a confirmation from us: [kadir@berlinawsug.de](mailto:kadir@berlinawsug.de)
\-\-\-
**Additional Information**
**This event is wheelchair friendly.** Help us spread the word, and invite your friends & colleagues!
If you're attending with wheelchair and need assistance, please mail us: [organisers@berlinawsug.de](mailto:organisers@berlinawsug.de) for further details.
\-\-\-
Would you like to host AWS UG Event at your company? [Register here](https://bit.ly/aws-host)
Would you like to speak at AWS UG MeetUp?[Submit your topic here](https://bit.ly/aws-talk)
Google AI Builders Day | Tech In Berlin
Tired of high-level AI talk? Join us for an engineering-first day in Berlin. Build autonomous AI Agents from scratch, master the "Vibe Coding" workflow with Google experts, and dive into hands-on labs focused on real-world architecture.
*Apply for a* ***[ticket here](https://www.aicamp.ai/event/eventdetails/W2026031700)****. Limited to 200 qualified builders.*
**Expect expert-led deep-dives into:**
* Agentic Orchestration: Reasoning and planning with Gemini.
* Rapid Development: Leveraging the Agent Development Kit (ADK).
* Pipeline Automation: Mastering Gemini CLI and Antigravity.
Whether you are scaling a high-growth startup or driving innovation within an enterprise, you will participate in expert-led labs to solve real-world architectural blockers. Walk away with functional code snippets, and new skills.
**Who Should Attend?**
These sessions are best-suited for engineering squads looking to stress-test their 2026 roadmap.
*Note: To join the labs, you must bring your own laptop and power cable. The activities are intended for laptops and cannot be completed on a tablet or phone. Agenda is subject to change.*
**PLEASE NOTE:** RSVP here is not enough, you must apply for a[ ](https://www.aicamp.ai/event/eventdetails/W2026031700)**[ticket here](https://www.aicamp.ai/event/eventdetails/W2026031700)**. Limited to 200 qualified builders.
\-\-\-\-\-\-\-
For the latest Berlin Tech News, Events & Jobs head to **[techinberlin.com](https://www.techinberlin.com/)**
Taxonomy Events This Week
Discover what is happening in the next few days
Agents & APIs Berlin Developer Meetup
Register: [https://luma.com/cc38ppvg ](https://luma.com/cc38ppvg)
Supercharge your dev game at the **Agents and APIs Developer Meetup** brought to you by Postman.
Do you:
* Need to put your AI agents into production?
* Create APIs that actually scale with your AI app?
* Want to meet other AI & API builders and share best practices?
Then this event is for you!
Join us, along with special guests from \*\*[Monoscope ](https://monoscope.tech/)\*\*and **[Neo4j](https://neo4j.com/)**, for food, networking, live demos, and best practices on how to scale API development and get your AI apps ready for production. Come for the learning, stay for the vibes.
Akt x Anatomie / Life Drawing x Anatomy
Curious about starting life drawing? Or want to deepen your practice?
Join us at Kunstraum Heartspace, where we enjoy a wonderful life drawing session every Wednesday evening!
Our teacher Thorsten has many years of experience and will gently guide you to your next level. This course is designed for beginners as well as experienced life drawing artists.
Our models change weekly. They allow us to practice short and long poses. This allows your eye to train in recognising movement and form, while also giving you enough time to study the model more closely.
In addition, every week, we include a short excursion into different aspects of figurative drawing – be it anatomical issues, lighting, or the structure of the human figure.
You can join and pause at any time, as you will receive individual guidance.
**Materials:**
* Please bring pencils, sharpeners, and erasers!
* We provide paper, but of course, you can bring your own sketch book or preferred paper types.
**Tickets:**
* Please book your ticket on Ticket Tailor. [Here is the link: https://www.tickettailor.com/events/kunstraumheartspace/1891935 ](https://www.tickettailor.com/events/kunstraumheartspace/1891935)
Agents & APIs Berlin Developer Meetup with Postman
Community Partnership with Postman
Registration
https://luma.com/cc38ppvg
Supercharge your dev game at the **Agents and APIs**
**Developer Meetup** brought to you by Postman.
Do you:
* Need to put your AI agents into production?
* Create APIs that actually scale with your AI app?
* Want to meet other AI & API builders and share best practices?
Then this event is for you!
Join us, along with special guests from \*\*[Monoscope ](https://monoscope.tech/)\*\*and **[Neo4j](https://neo4j.com/)**, for food, networking, live demos, and best practices on how to scale API development and get your AI apps ready for production. Come for the learning, stay for the vibes.
## Speakers
* \*\*[Zaid Zaim](https://www.linkedin.com/in/zaidzaim/),\*\* **Developer Advocate** at **Neo4j,** will walk through context Graphs and how they aid explainable, Decision-Aware AI Agents.
* \*\*[Anthony Alaribe](https://www.linkedin.com/in/anthony-alaribe-293a41bb/?originalSubdomain=de),\*\* **CTO & Co-founder at Monoscope,** will talk about a DIY Agent that could be your next on-call engineer and run locally
* \*\*[Gbadebo Bello](https://www.linkedin.com/in/gbahdeyboh/)\*\*, **Developer Advocate** at **Postman** will present a demo on the new AI native features in Postman and how they fit into your development lifecycles.
Space is limited. Register now, and we look forward to seeing you there!
***
**Keep the Conversation Going**
* Still want more? Join the **[#ai-conversations](https://discord.gg/ajCXuHrXfV)** channel on Postman Discord ([https://discord.gg/ajCXuHrXfV](https://discord.gg/ajCXuHrXfV)) to share your favourite tool, script, or workflow and meet other builders exploring the same space.
* Follow-up threads and resources will be shared after the event, so you can try everything yourself
***
**Legal Stuff**
*Postman, Inc. can send me updates and news about its products and services. I can unsubscribe anytime using the link in an email or by contacting Postman*
Soul of Skin Training – Lomi Lomi Massage Sound
**Soul of Skin Massage Training – Lomi Lomi Massage**
2-day Workshop
for **GBTQ men\***
**[Book a Ticket](https://wearevillage.org/en/shop/soul-of-skin-training/w12-2026)**
**Member: 200 €**
**Repeater: 200€**
**Non-member: 240€**
**Supporter: 260€**
**All training: 1.400€**
The Lomi Lomi massage is like the sea: gentle, powerful and rhythmic. During this weekend you will learn how to give a 90-minute full body massage. Like the waves coming and going, continuous smooth movements flow over and under the body. Deep security spreads.
🔵
An diesem Wochenende lernst Du, eine 90 minütige Ganzkörpermassage zu geben. Lomi Lomi Massage ist sanft, kraftvoll und rhythmisch. Wie beim Kommen und Gehen der Wellen fließen fortlaufende geschmeidige Bewegungen über und auch unter den Körper. Tiefe Geborgenheit breitet sich aus.
PyBerlin 59 - March event
**PyBerlin: March event**
**Sponsor**: Spiced Academy
**Location:** Spiced Academy, Ritterstrasse 12-14, 10969 Berlin, Germany
**Agenda:**
6:30 pm – Doors open: snacks, drinks, networking
6:55 pm - Welcome from PyBerlin
7:00 pm - Welcome from the sponsor - Spiced Academy
7:10 pm – **What Actually Changes Customer Behavior? Causal Thinking Across Attribution, Segmentation, and Growth // Dr. Maryam Ramezani-Bartsch**
Customer data is often used to explain what happened: attribution assigns credit, segmentation groups users, and dashboards track performance. Yet marketers and business leaders still struggle with a more fundamental question: what actually changed because of our actions?
This talk introduces causal thinking as a practical way to interpret customer data across attribution, segmentation, and growth. It shows why correlation-based metrics can be misleading and how counterfactuals and incrementality help teams ask better questions when they look at results. A concrete email campaign example illustrates how causal uplift modeling separates customers who would have purchased anyway from those whose behavior truly changed.
The goal is to help data scientists, marketers, and decision-makers move from reading metrics to reasoning about incremental impact and to make better decisions because of it.
Speaker's bio:
Dr. Maryam Ramezani-bartsch is a data and analytic leader with over 20 years of global experience building and scaling customer analytics and data science teams. She has led the development of customer data, marketing measurement and targeting capabilities for global brands such as adidas, Sky, Delivery Hero, and Zalando, helping embed customer-centric, data-driven decision making across organizations. Her work focuses on building customer data models, causal analytics, experimentation, and developing teams that turn insights into sustained business impact.
7:40 pm - break
8:00 pm – **Your Next On-Call Engineer could run Locally //** **Anthony Alaribe**
What if your next on-call engineer wasn't a person, but a Python agent running on your machine?
Inspired by the explosion of local agents like OpenClaw, this talk explores what happens when we point agentic workflows at the systems we monitor.
We'll walk through the checklist most engineers actually run during on-call: checking dashboards, tailing logs, correlating errors with recent deploys, and then explore how to build a custom Python agent that automates these checks using tools like LangGraph, OpenTelemetry, and the Anthropic SDK.
You'll leave with a working starting point and a new way to think about what agentic AI can do beyond chatbots.
Speaker's bio:
Anthony has spent over a decade building software at companies like Opera, and DeliveryHero. He has faced his fair share of dealing with unreliability software and breaking changes in APIs, including losing over $2m in orders to such an incident, amongst other war stories. Say hi when you him. He loves conversations about AI, databases, and programming languages.
**8:30 pm – What makes XGBoost so powerful // Rakibur Rahman**
XGBoost (Extreme Gradient Boosting) is one of the most influential machine learning algorithms of the last decade, originally developed by Tianqi Chen. It has become the default choice for structured (tabular) data problems, widely used in both industry and data science competitions on platforms like Kaggle.
This talk explains why XGBoost works so well, from both a mathematical and practical engineering perspective.
Speakers bio:
Rakibur Rahman, PhD is Senior Coach of Data Science & AI at Neuefische/Spiced Academy, Berlin, with 20+ years of analytical problem solving and data analysis experience. With a background in Theoretical Physics, he is keen to apply cutting-edge machine learning algorithms and AI tools for driving positive business impact. Endowed with the ability to present complex ideas in simple pedagogical form, he delivered 50+ professional talks at the international level. His global experience includes working/studying in the USA, Germany, Italy, Belgium and Bangladesh.
9:10 pm - closing
This event will be only in-person. Please check our Code of Conduct and official health regulation in Berlin before coming. If you feel some signs of sickness, please consider skipping this event and attending another time. We will have plenty of events in different formats in the future.
Looking forward seeing you all!
Philosophie 2.0 - spielerisch klug durch maximale Klarheit
Mit dem Titel "Philosophie 2.0" wird nicht zu viel versprochen.
Nicht alles was mit 'Philosophie' bezeichnet wird, hat damit auch zu tun.
Das gilt allgemein.
Wörter werden zu oft nicht präzise gebraucht, aber wenn man alles mit beliebigen Wörtern bezeichnen würde, könnte man nichts mehr genau verstehen, könnte nichts mehr genau begreifen. Also blieben die Irrtümer bestehen. Das hätte mit Philosophie aber definitiv nichts mehr zu tun.
Was also ist das Gegenteil belanglos-vieldeutigen Wörterverdehens mit hochassoziativen Sprüngen bei denen allerlei übersehen wird und ergo das Wesentliche nicht mehr als solches klar erkannt werden kann?
Maximal exakte Begriffsklärung.
Und das geht!
Das geht über einen systematischen Aufbau aller Kategorien - gestützt über einen Algorithmus, welcher Kategorienfehler automatisch vermeidet und mithilft, das Ganze im Blick zu behalten.
Dass dies für uns Personen gar nicht so einfach ist, sieht man daran, dass jede Person (auch Du) irgendwann irgendwelchen Irrtümern aufgesessen ist.
Jede Person, die sich also für irgendetwas ernsthaft (nicht wegen blanglosem Amüsement, oder wegen ideologischer Rechthaberei) interessiert und ergo dafür offen ist seine Auffassungen weiterzuentwickeln, ist bei dieser Veranstaltung goldrichtig.
Ablauf:
Bei unserer Diskussion geht es dabei nicht um irgendein festes Thema, sondern jeder schreibt ein Wort in seinem Interessengebiet auf einen Zettel und wir ziehen diese paarweise für je eine Runde.
Die beiden Wörter haben gemeinsame Kategorien, aber es gibt auch Unterschiede.
Wer diese nicht alle kennt, kann nicht behaupten, dass er tatsächlich begriffen hat, wovon er meint, dass es ihn interessiere; dass er definitiv wüsste wovon er spricht.
Dieses Problem hatte schon Sokrates erkannt. Nur haben wir jetzt einen Algorithmus, welcher zu absoluter Genauigkeit verhilft um diese Irrtümer loszuwerden. Daher 'Philosophie 2.0'.
Siehe dem Bild oben werfen wir die Bedeutung (die Menge aller Kategorien einer Begrifflichkeit) per Beamer an die Wand.
Wir sind nicht in der Schule, d.h. es gibt keinen Zeitdruck, keine Noten, keinen Wettbewerb und keine Profilierungsmotive, sondern jeder hat alle Zeit der Welt um über die schematisch dargestellte Bedeutung nachzudenken - und diese zu hinterfragen.
Die grafisch dargestellten Bedeutungen des Algorithmus sind nicht perfekt.
Es geht nicht darum irgendetwas zu akzeptieren, sondern andersherum: die Bedeutung anzugreifen und zu verbessern.
Jeder kann sie ändern!
Die Diskussion ist also eröffnet. Jeder muss Gründe angeben.
"Kann ein Walfisch ein Wellensittich sein?"
\~> Natürlich nicht, denn Säugetiere sind keine Vögel.
"Kann ein Fenster ein Getränk sein?"
\~> Jeder weis, das ist unmöglich, denn Festkörper sind keine Flüssigkeiten.
"Kann eine Demokratie eine Republik sein?"
"Kann eine Vermutung eine Meinung sein?"
"Ist etwas zu begreifen das Selbe wie etwas zu verstehen?"
Nichts regt dermaßen zum nachdenken an wie die Bedeutung der Begrifflichkeiten algorithmisch stabilisiert zu systematisieren.
Und wenn wir uns nicht einig werden?
Die Diskussion läuft auch nach der Veranstaltung weiter. Jeder kann online von zuhause die Diskussion fortführen - mit dem selben mitdenkenden Algorithmus.
Man könnte sagen, es sei ein neues Gesellschaftsspiel - ohne Wettkampf, sondern in kollektiver Bereicherung an Klarheit, von der alle gigantisch profitieren, obschon jeder nur einen sehr kleinen Teil beiträgt.
Das "Spiel" funktioniert auch mehrsprachig, denn der platonische Raum der Begrifflichkeiten ist der eindeutige Raum, auf den das Vokabular einer Sprache nur referiert.
Man kann auch von Zuhause aus online mitmachen. Den Zugang können wir dann über die Kommentare hier organisieren.
Bring deinen Laptop mit, dann wird es einfacher...
Dieses Spiel macht klug:
Schach trainiert zwar das Konzentrationsvermögen, hat aber mit der Wirklichkeit nichts zu tun.
Dieses Spiel hingegen schon, denn genau mitdenken zu können setzt voraus genau zu unterscheiden.
Wer die Bedeutung der Wörter sauber ausdifferenziert wird immer klüger.
Mach mit!
Fantastic Beasts & How to Fold Them III: Jurassic Paperwork 🦖
**Welcome to the third edition of the Fantastic Beasts series!** Now, please imagine the voice of Sir Richard Attenborough as John Hammond: **Welcome to Jurassic Paperwork!** 🦕🦖
Some of you have diplayed your enthusiasm on folding dinosaurs, so why not having an event fully dedicated to these fascinating creatures that dwelled our blue planet millions of years ago?
Here's an overview of what you could expect:
* **Mandatory donation (amount of your choice)** – this supports essential costs like the Meetup subscription and keeps our community thriving 🌱 You can either submit a **physical donation** to the event host in person or make a **digital donation** **[here](https://paypal.me/origamiberlin?locale.x=de_DE&country.x=DE)** (and inform the host afterwards).
* In-person folding practice for all levels – beginners and experienced folders are equally welcome.
* Origami paper + model instructions will be provided (from the host’s collection, for reference only). Feel free to bring your own favorite sheets or tools!
* Photos may be taken for memories & our archive (Meetup, Instagram, Telegram) – let the host know if you prefer not to appear.
* **Please be kind and order at least one drink/snack to support Handbestand for hosting us!**
⚠️ **RSVP Policy – Please Read** ⚠️
Our community has grown a lot since its birth in August 2024, which is amazing — but it also means we need to handle RSVPs more carefully:
* Please cancel your spot or contact the host directly (via Meetup message function or our [Telegram channel](https://t.me/+T4URs80l2ig3NWNi)) if you can't make it last minute.
* Members with **2 no-shows** (without notice) will be removed from the group unless a valid reason is provided.
Thank you for helping us keep Origami Crafters Berlin respectful, reliable, and fun! 🙏
Get in touch if you have questions anytime and see you all at the folding tables very soon! ☕️
Taxonomy Events Near You
Connect with your local Taxonomy community
From Idea to Working App in Minutes: The Agentic Development with Amazon Kiro
Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way.
In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents.
In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding.
What You'll Learn - Core Kiro concepts and development philosophy
Feature evolution: pre and post re:Invent 2025
Practical examples: API creation, hooks, and steering docs
Live coding demonstration with real-time problem solving
Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows.
**Speakers Bio:**
Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale.
[https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/)
Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry.
Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives.
Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation.
https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/)
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
Mjomii Dessert and Coffee House
Mjomii is a sweet and wonderful place with very high quality desserts and teas. It is kind of small, so if it is crowded, there may not be seating for everyone the whole time. If you can take a small break from work and come over and say hi and get a "pick-me-up", that would be great!
The Clawwww
OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it?
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)
COhPy Monthly Meeting
**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).
Topic: Type Annotations with John Cassidy
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 Central OH Python at centralohpython@gmail.com
From Web Forms to Web Components - Burton Smith
**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
**Abstract**
Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively.
This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way.
**YouTube Link**
TBA
ServiceNow's Got Talent
Builders, creators, architects, admins, consultants - come one, come all. This one's for you.
We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform.
Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live.
So basically, America's Got Talent but make it ServiceNow's Got Talent.
Bring a notepad if you'd like 'cause you'll definitely be learning something new.
Each presenter gets 10 minutes max to wow the crowd with:
• A demo
• A real-world business solution
• A bold idea
• A UX transformation
• Or a creative use of the platform
Judging Criteria:
🏆 Business Value
🚀 Innovation
✨ User Experience
This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value.
Come learn. Come support. Come get inspired.
Refreshments and bites will be provided.
And maybe next time… you’ll be on stage.




















