Marketing Automation
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Frequently Asked Questions
Yes! Check out marketing 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 marketing automation events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Marketing Automation Events Today
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Offener Leseabend
## Wo & Wann?
**JEDEN MONTAG** findet die offene Lesebühne des Autorenforums Berlin statt (außer an Feiertagen)
**BEGINN**: 20:00 Uhr
**ANMELDUNG zum Lesen: ab 19:30 Uhr**
beim Moderator des Abends – siehe [Termine](http://autorenforum-berlin.de/wordpress/termine/);
Die Teilnahme an der Veranstaltung ist kostenlos.
**SCHWARTZSCHE VILLA**
**Großer Salon**
Direkt am S/U Rathaus Steglitz
Grunewaldstr. 55
Der offene Leseabend stellt das Herzstück des Autorenforums e.V. dar. Er steht nicht nur Mitgliedern, sondern grundsätzlich jedem Autor und jeder Autorin offen, der gerne einen unveröffentlichten Text vor Publikum präsentieren möchte. Auch Kritik kann jedermann üben. Wer lieber zuhören möchte, kann einfach am Montagabend um 20.00 in der Schwartzschen Villa erscheinen. Für Lesewillige gilt die unten stehende ausführliche Information (mündliche Anmeldung ab 19:30 Uhr).
*Unfortunately at the moment, it's only possible to present German texts. Unpublished texts that are already translated into German are highly welcome!*
## Was erwartet Sie?
Im Großen Salon der Schwartzsche Villa treffen Sie auf einen Kreis von Literaturbegeisterten, die Ihrem Text eine ernsthafte und fundierte Kritik spenden. Das Publikum wechselt. Es ist gemischt, geeint durch das Interesse an Texten.
Die Autorinnen und Autoren des Abends lesen aus ihren bislang unveröffentlichten Kurzgeschichten, lyrischen Texten, Erzählungen, Romanen, manchmal auch aus Theaterstücken. Die Autoren stellen nicht sich selbst, sondern ihre Texte der Kritik.
Wir verstehen uns als Arbeitsbühne. Deshalb wird bei uns nach den Lesungen nicht geklatscht.
Die Texte werden nach der Lesung des Autors auf handwerkliche Stärken und Schwächen „abgeklopft“. Es geht im Forum daher nicht um weltanschauliche Debatten. Im Idealfall hat der Autor/die Autorin nach einer Lesung und der Kritik verstanden, wo die Stärken und Schwächen seines Textes liegen, woran es seinem Text noch fehlt, was er ändern sollte und wo er bei seiner Überarbeitung ansetzen kann.
Der Abend endet gegen 22.00. Im Anschluss können Sie mit den Autoren im Café der Schwartzschen Villa noch ins Gespräch kommen und manches aus dem Literaturbetrieb erfahren. Wir sind im Kontakt auch mit namhaften Vertretern desselben.
Also – nicht gleich verschwinden! Dranbleiben.
Reden Sie mit den Forumianern!
## Sie möchten selbst lesen?
Wenn Sie selbst im Autorenforum lesen wollen, gibt es einige Dinge zu beachten. Wir bitten Sie sehr herzlich, sich mindestens einmal vor Ihrer ersten Lesung bei uns mit unseren Gegebenheiten vertraut zu machen. Ihren Lesewunsch können Sie dann ab 19.30 Uhr (Einlass) bei der Moderatorin oder dem Moderator eines Leseabends anmelden.
**Wir weisen ausdrücklich daraufhin, dass über die Annahme und Reihenfolge der Lesungen die jeweiligen Moderatoren entscheiden und es NICHT zwingend nach der Reihenfolge der Anmeldungen geht!**
In der Regel reicht die Zeit nur für drei Autoren je Abend und die Nachfrage ist oft recht hoch. Falls Sie einen lyrischen Text vortragen möchten, bringen Sie bitte mindestens 10 (zehn) Kopien mit, damit Ihr Publikum mitlesen kann. Die Kopien erhalten Sie selbstverständlich zurück.
# Wie üben wir Textkritik?
Nach der Idee von Maik Turni
## **Anschleichen**
**Wie wirkt der Text auf mich?** (Keine Angst vor Adjektiven! )
**Was habe ich gehört?** (Zusammenfassung (Nacherzählung))
**Was blieb unverstanden** (akustisch oder logisch)
## **Unter der Lupe**
**Was ist das für ein Text?**
(Prosa: Genre? Lyrik: Welche Art lyrischer Text?)
**Thema**
(Welches Thema berührt der Text? Hat der Autor sein Thema im Griff?
Ist es überzeugend/plausibel/gut recherchiert, vielleicht sogar zu faktenreich?)
**Figuren**
(Wie wirken die Figuren? Wer ist die Hauptfigur? Welches Problem hat die Hauptfigur?)
**Perspektive**
(Wie verhält sich die Erzählperspektive zum Thema / zu den Figuren?)
**Sprache**
(Welche Bilder sind stimmig / welche nicht?
Was lässt sich zum Rhythmus sagen?
Sind die Sätze syntaktisch und grammatikalisch korrekt?)
**Dramaturgie**
(Schafft der Text es, Spannung zu erzeugen? In welcher Reihenfolge werden die Dinge erzählt?)
**Bedeutung**
(Gelingt es dem Autor, die Bedeutung, die er seinem Text geben will, auch im Leser entstehen zu lassen?)
## **Klarspüler**
Fragen werden an den Text gestellt, nicht an den Autor!
Daher sollte der Text antworten.
## **Weichspüler**
Wird bei uns nicht verwendet.
Aber es gilt: Nicht der Autor wird kritisiert, sondern der Text!
Hart zum Text, sanft zum Autor!
PPT Karaoke: Presentation Roulette
Helloo to all lovers of randomness and awkward moments!
Come hang out with us for a night that’s a little silly, a little chaotic, but a lot of fun.
PPT Karaoke is simple: you present a deck of random slides you’ve never seen before. You’ll be figuring it out as you go—and that’s exactly the point. No prep, no pressure, and definitely no boring quarterly charts.
It’s a great way to try something new, laugh at yourself a bit, and maybe get a little more comfortable speaking in front of people.
You can present… or not.
Sign up if you’re feeling brave, or just grab a drink and enjoy the chaos from the audience.
**What it is like**
* People making things up on the spot
* Moments that are unexpectedly funny (or *weirdly brilliant*)
* A relaxed, supportive crowd that’s laughing with you
**How it works**
* We write your name at the entrance if you want to present
* We draw random names to choose a presenter during the event
* Get a completely random slide deck
* Go for it—funny, serious, or totally nonsensical
**Why You Should Come**
* Try something new without pressure
* Laugh a lot (at yourself and with others)
* Take a break from taking things too seriously
* Meet nice, low-key people who also have no idea what’s on Slide 4.
* Experience Level: **None**. Really. If you can point at a screen and say words, you’re overqualified.
**The vibe**
Warm, welcoming, and zero judgment. We’re all just figuring it out together.
If this sounds like your kind of fun, come join us 🙂
Spots are limited at the place—First-come, first-served!
Women’s Basketball, Neukölln
Basketball practice with time to train and play against each other, mostly self-organized
Rhetorik Training - Mut und Rede Toastmasters Neukölln
Liebe Freunde des gesprochenen Wortes,
Ob es darum geht, ein Meeting zu leiten oder im Familienkreis einen Toast auszusprechen – diese Situation vor Menschen zu stehen und etwas zu vermitteln kennt so gut wie jeder. Wir lernen gemeinsam, dabei gelassen und souverän zu bleiben, wertvolle Informationen zu transportieren und unser Publikum zu begeistern.
**Was macht unseren Club besonders?**
Unser "Mut und Rede" Club trägt nicht umsonst seinen Titel: wir pflegen einen wertschätzenden Umgang miteinander, sodass die Hemmschwelle möglichst gering ist, sich selbst auf die Bühne zu trauen.
**Wie läuft so ein Clubabend ab?**
Es warten vorbereitete Reden auf euch, aber auch ihr habt die Möglichkeit in geschütztem Raum eine spontan improvisierte freie Rede von 1 bis 2 min vor Publikum zu halten. Das klingt vielleicht im ersten Moment etwas abschreckend – aber es ist eine ganz tolle Erfahrung über sich selbst hinauszuwachsen. Und egal was passiert, ihr werdet immer für Euren Mut belohnt. Und es wird auch immer geklatscht.
Wir freuen uns, Euch kennenzulernen!
Hier findest du die genaue Wegbeschreibung:
www.mut-und-rede.de/kontakt#anfahrt
Um besser planen zu können freuen wir uns über vorherige Anmeldung:
kontakt@mut-und-rede.de
https://www.mut-und-rede.de
Es findet grundsätzlich jeder Clubabend statt, auch wenn laut meetup nur wenige Teilnehmer zugesagt haben.
(Foto © Moritz Erdt)
JCD - Martial Arts Training - Grappling
Join us for a thrilling and empowering Martial Arts Training hosted by the **Juk Cheon Do** \- Self Defense and Martial Arts group\!
Our monday training is focused on **Grappling.**
This event is perfect for adults looking to enhance their self-defense techniques, improve fitness, and learn this unique Korean German Martial Art. Whether you are a newbie or have experience in MMA Mixed Martial Arts, BJJ, Judo, Wrestling or Sambo, this training will offer valuable insights and practical training exercises to bring your skills to another level.
Get ready to boost your confidence, strength, and agility while embracing the physical and mental challenges of this martial arts training and enjoy this fantastic opportunity to make new friends within the community of like-minded individuals who share a passion for martial arts.
We are not a huge group and like to train in a nice atmosphere with each other.
Everybody is welcome weather you are a total beginner or experienced martial artist, weather your are top fit or you want to be it. Don’t be afraid and never forget, everybody starts at one point as a beginner. Important is the will to start. So no excuses! Start today!
And of course we are also open to females, males and whatever. Here everybody is equal to share the same fun and pain. ;)
Languages: German, English, Korean, Japanese.
If the door is closed or you can’t find us, please call me: 01781830004 !
Writers (Feedback) Session
### Open Platform for Writers to connect, share & grow. Together.
We create a safe space to be creative, connect through writing and give and receive feedback from each other.
Get ready for bringing in different writing styles and helping each other improve our own writing skills and get to know some new friends.
Silent Disco Hip Hop Dance Workout ✨
Looking for a fun, energizing way to move your body and meet new people? Join us for a Silent Disco Hip Hop Dance Workout a unique experience that combines music, movement, and connection 🎧💃
✨ What to expect:
• Fun icebreaker games to get to know each other
• A full-body Hip Hop dance workout (beginner-friendly)
• Learn cool dance move with silent disco experience
• Spark Connections over a fun time
We’ll kick things off with fun, easy icebreaker games to get to know each other. Then enjoy a 1-hour guided silent disco dance workout (with your own Bluetooth headphones) with dance music and simple moves. No experience needed!
Come solo or with a friend, you’ll leave feeling energized, uplifted, and connected 💫
👉 Join the WhatsApp group to connect before the event: https://chat.whatsapp.com/GaUmXBIg1oy4BtYgxuxEsu?mode=gi_t
📸 Check our vibes on Instagram:
https://www.instagram.com/sparkevents_510
Marketing Automation Events This Week
Discover what is happening in the next few days
How to start a Startup: Build digital products with Vibe Coding & AI
Network and get inspired with Entrepreneurs from diverse backgrounds every first Friday of the month (except January).
Agenda:
Boardingtime: 18:00 -18:30
I) Intro-Round: Everybody 1-2 minutes
+ business of the month: Smart Coop
Germany with Magdalena Ziomek
Pause
II) Main Topic with Jarun Jain*
Pause
III) Final-Round
* AI has changed the rules. You don’t need months of work and a team to deploy a product. With the right tools and approach you can move from idea to live product faster than ever.
In this hands-on session Varun Jain will walk you through this exact workflow using modern ai-tools.
What we will cover:
* Define your business idea
* Structure the project
* Write promts for vibe coding platforms
* Develope the product
* Deploy the Product
* Tools to build and grow
Tools we will use: ChatGTP, OpenAI API, Gemini API, Codex, Gemini Antigravity, VS-Code and GitHub Copilot.
If you have an idea you want to turn into a product, this event is for your. No technical skills are required.
Important notice: please bring your laptop!
****
About Varun Jain:
Varun is a product builder with 15 years of experience across startups in multiple countries.
He is open to collaborations in consulting, mentoring and community events.
About Business of the month in June:
Smart Coop is a model, where 1.300 freelancers and remote workers from 50 different countries are keeping their freedom and independance while having the benefits of beeing employed in Germany.
****
Event is free if charge! Please bring some wine and snacks instead- and this time also your laptop! 🙃
BLISS x juna.ai Workshop: Open-Ended Algorithm Discovery with LLMs
**⚠️ IMPORTANT: REGISTRATION MANDATORY ⚠️**
Registration on **Luma** is **REQUIRED** to attend this event. **Link: https://luma.com/7zfk3orp?utm_source=meetup**
Your registration is subject to host approval. You must complete the registration process on lu.ma to receive the full event location details and confirmation of your attendance.
**Please note: Without approved registration on Luma, you will NOT be able to access the event location or attend.**
We are excited to host a **BLISS x juna.ai workshop** featuring **Dr. Nima Siboni (senior RL Engineer)**, who will guide us through an interactive session on algorithm discovery with LLMs.
** Title: The Heuristic Scientist: Open-Ended Algorithm Discovery with LLMs**
**📅 Date: 03.06.2026**
**🕕 Time: 18:00**
📍 Location: TU Berlin Marchstrasse 23 [Room 0.011]
The session will last around 2 hours, followed by a networking session
with juna.ai and fellow AI enthusiasts (and free pizza!🍕). Bring your laptop!
**Abstract:** Large language models are increasingly useful not only for writing code, but for exploring the space of possible algorithms. In this hands-on workshop, we will look at how LLMs can act as “heuristic scientists”: generating candidate strategies, turning ideas into executable code, testing them against concrete objectives, and refining them through feedback. The workshop centers on the general discovery loop behind LLM-assisted heuristic generation. Participants will learn how to structure problems for algorithm discovery, prompt models to propose interpretable heuristics, evaluate those heuristics with simulations or benchmarks, and use the results to guide further search. We will also discuss when simple prompting is enough, when training or fine-tuning may help, and how to keep generated heuristics understandable, testable, and auditable.
By the end of the session, participants will have built a small discovery loop of their own and will understand the practical trade-offs involved in using LLMs for open-ended algorithm discovery: creativity versus control, exploration versus verification, and automation versus human judgment.
**⚡ FINAL REMINDER ⚡**
**You MUST register and be approved on Luma to attend. The event location will only be visible after your registration is confirmed by the host. Link: https://luma.com/7zfk3orp?utm_source=meetup**
***
We are **BLISS e.V.**, Berlin’s AI community connecting like-minded individuals passionate about machine learning and data science. Our **BLISS Workshops** connect **students and young professionals with industry partners**, offering an inside look into **how machine learning is applied in real-world settings** \- from research and development to deployment\.
BLISS Website:[ https://bliss.berlin](https://bliss.berlin/?utm_source=luma)
BLISS Youtube:[ https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin?utm_source=luma)
Park Workout and Martial Arts
We'll start off the session with a run in Gleisdreieck park that might include scaling some walls, visiting a few sites in the area to explore their opportunities for climbing and balancing, or going up or down stairs in unusual ways. After the outdoors bit, we come back to our gym where we focus on building strength, working as a group, and learning basic martial arts techniques. We are a small, accessible, mixed-gender, queer-friendly group open to anyone, without any prior knowledge or specific degree of fitness required. Our martial art is Jutaijutsu, a traditional Japanese one focused on self-defence.
Sounds interesting? We'd love for you to drop by and join us. You'll need running shoes and comfortable workout clothes, including a raincoat or the like for the park if the weather is bad. Once indoors, we train barefoot. The first three Meetups are free of charge. If you'd like to join our group beyond that, we would ask you to join our association, https://yanagi.berlin, a martial arts school based in Berlin. Membership there is 30 EUR/month and you will be able to train three times a week.
From APIs to Agents: Control, Identity, and What Breaks Along the Way
Riverty Tech Night in collaboration with KI Park and cloud ahead
Most of what we've built over the last \~15–20 years assumes a static frame of reference: Apps talk to services over APIs. You know who's calling what, you can stick a gateway in front of it, apply some policy, and move on.
Agents don't really fit that model.
They don't just call an API and return. They decide what to do, call a tool, look at the result, call something else, maybe involve another agent, loop through an LLM a few times… all the while, doing onbehalf of the user, with permissions that aren't always obvious.
It's not always clear who is actually doing something.
It's not obvious what the full execution path looks like.
And the access control models we're used to — user → service, service → service fall part.
We'll dig into what actually breaks when you start wiring agents into real systems, especially around identity and access control. Things like:
\- how \(or if\) you assign identity to an agent
\- what it means for an agent to act "on behalf of" someone
\- how you enforce policy when the flow isn't predefined
\- and how you get any kind of visibility into what just happened
We'll also look at some of the patterns starting to emerge: agents talking to other agents, tools being invoked dynamically, and why a mediation layer (ie, agentgateway) must be built from the ground up with this in mind.
\-\-\-\-\-\- Speaker \-\-\-\-\-\-
Christian Posta ([Solo.io](http://solo.io/))
Christian is a globally recognized expert in cloud-native architecture, service mesh, and distributed systems. As Global Field CTO at [Solo.io,](http://solo.io,/) he works with enterprises to design and implement next-generation platforms—and is now at the forefront of AI-native infrastructure and agent systems.
\-\-\-\-\-\- Who should attend? \-\-\-\-\-\-
This meetup is for people who are building or thinking about the next generation of enterprise systems:
Platform engineers and architects, Cloud-native practitioners, AI engineers working with agents and LLMs, Anyone exploring how AI changes system design
\-\-\-\-\-\- How to join \-\-\-\-\-\-\-
This time, the meetup will be in the premises of Riverty in Kantstrasse 17, Berlin (4th Floor of Living Berlin mall). Riverty will provide pizza and drinks. Please bring your ID as you will need to sign an NDA (we are a regulated entity).
Agent Gateway Deep Dive with Christian Posta
From APIs to Agents: Control, Identity, and What Breaks Along the Way
Most of what we've built over the last \~15–20 years assumes a static frame of reference: Apps talk to services over APIs. You know who's calling what, you can stick a gateway in front of it, apply some policy, and move on.
Agents don't really fit that model.
They don't just call an API and return. They decide what to do, call a tool, look at the result, call something else, maybe involve another agent, loop through an LLM a few times… all the while, doing onbehalf of the user, with permissions that aren't always obvious.
It's not always clear who is actually doing something.
It's not obvious what the full execution path looks like.
And the access control models we're used to — user → service, service → service fall part.
We'll dig into what actually breaks when you start wiring agents into real systems, especially around identity and access control. Things like:
\- how \(or if\) you assign identity to an agent
\- what it means for an agent to act "on behalf of" someone
\- how you enforce policy when the flow isn't predefined
\- and how you get any kind of visibility into what just happened
We'll also look at some of the patterns starting to emerge: agents talking to other agents, tools being invoked dynamically, and why a mediation layer (ie, agentgateway) must be built from the ground up with this in mind.
\-\-\-\-\-\- Speaker \-\-\-\-\-\-
Christian Posta (Solo.io)
Christian is a globally recognized expert in cloud-native architecture, service mesh, and distributed systems. As Global Field CTO at Solo.io, he works with enterprises to design and implement next-generation platforms—and is now at the forefront of AI-native infrastructure and agent systems.
\-\-\-\-\-\- Who should attend? \-\-\-\-\-\-
This meetup is for people who are building or thinking about the next generation of enterprise systems:
Platform engineers and architects, Cloud-native practitioners, AI engineers working with agents and LLMs, Anyone exploring how AI changes system design
\-\-\-\-\-\- How to join \-\-\-\-\-\-\-
This time, the meetup will be in the premises of Riverty in Kantstrasse 17, Berlin (4th Floor of Living Berlin mall). Riverty will provide pizza and drinks. Please bring your ID as you will need to sign an NDA (we are a regulated entity).
DL Meetup #12 powered by SAP (Berlin)
We invite you to our [Digitale Leute Meetup in Berlin powered by SAP](https://www.eventbrite.de/e/dl-meetup-12-powered-by-sap-berlin-tickets-1987405580591?aff=oddtdtcreator). Look forward to inspiring talks and Q&A sessions.
Get your free ticket [here](https://www.eventbrite.de/e/dl-meetup-12-powered-by-sap-berlin-tickets-1987405580591?aff=oddtdtcreator)
***
The Digitale Leute Meetup is an event series organized by *Digitale Leute*.
**Invitation**
We invite you to join us for our second meetup this year on June 4th at SAP in Berlin! We just celebrated the successful restart of our event series in Cologne with over 100 participants, and we cannot wait to dive deep into the Berlin product builders community.
Look forward to leading professionals from product, engineering, and UX/design, sharing their best practices and discussing trends and topics with you the community.
We are still early in our planning, but expect the first speaker announcements soon. Join us for an evening of networking, fueled by drinks and bites – just bring your ideas and your colleagues!
**Schedule**
06:30 PM - Doors open
07:00 PM - Welcome by Christoph Bresler, Founder of Digitale Leute School
07:05 PM - Welcome by SAP & Moderation by Thomas Riedel
07:10 PM - DL Interview:
**Mareike Dorra**, Head of Product Management Bootcamps at Digitale Leute School (ex-Zalando) will interview **Jan Hegewald**, VP Engineering at Rabot Energy (ex-SumUp, -Zalando, -Idealo) about the rise of Product Engineering. AI is changing how software is built. In this conversation, Mareike Dorra and Jan Hegewald explore why the focus is shifting from software development to product development—and how engineers, through product thinking, new tools, and closer collaboration with product managers, are evolving into “product engineers.”
07:40 PM - Questions & Answers
08:00 PM - Networking
08:55 PM - Wrap up of the meetup
**Good to know**
In addition to our meetup, we bring together over 1,000 product builders in Cologne every November at our international software product development conference, the Digitale Leute Summit. Speakers in 2026 include representatives from Atlassian, Google DeepMind, Zendesk, sevdesk, and many more.
You can find more information here: [Digitale Leute Summit 2026](https://www.digitale-leute.de/summit/26/ "https://www.digitale-leute.de/summit/26/")
**About Digitale Leute**
Digitale Leute has always been about one thing: bringing together the people who shape digital products. The thinkers, the builders, the ones who care deeply about how technology is made and why it matters. Over the years, our community has grown – but we’ve missed the magic that only happens when you’re in the same room, sharing ideas, swapping stories, and sparking conversations that no Slack channel can replicate.
So we decided: it’s time to bring our meetups back.
**About SAP in Berlin**
Located in the heart of European innovation, [SAP in Berlin](https://www.sap.com/germany/about/berlin.html "https://www.sap.com/germany/about/berlin.html") combines the power of a global company with the strength of a unique local ecosystem – we attract talent, shape SAP‘s image as a front-runner of innovation, and foster our position as market leader for enterprise application software in Berlin. Our location in Berlin offers a perfect meeting point for innovators and decision makers, while we stay on top of software trends and technologies to define their value for business and society.
Building better tests with AI
**🎟️ Registration for this event is done via the MoT page, not on Meetup.**
**Register here 👉 [https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626](https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626)**
Hello Berlin, we're back!
After the last get-together where we started shaping the Berlin chapter, we're excited to invite you all together again for an insightful evening focused on AI Test Generation, community discussions - and YOU! The evening will bring together industry experts to share their knowledge, ask questions and learn something new. Whether you're a developer, QA engineer, or tech enthusiast, you'll gain valuable perspectives and practical experiences.
**✍ Registration:**
Reserve your spot by clicking "Attend" on this page.
Note - Participation is limited to 30 participants only.
**❓ What to Expect:**
• Talks from experienced speakers
• Networking with the local community
• A chance to speak on stage with 99 second talks
• Swag and goodies from MoT and our sponsors, TestMu AI
**🎤 Quality Talks**
*AI Test Generation: What Actually Works (and What Doesn’t)*
*Ruslan Strazhnyk - Founder & CEO @ QualityMax*
Every QA tool vendor will tell you AI generates perfect tests. After building an AI test generation platform - and dogfooding it on our own codebase - I can tell you what actually happens. This talk is a practitioner’s honest debrief. I’ll walk through two years of running multi-model AI against real web apps: what produces usable tests, what produces confident-looking garbage, and where the failure modes hide.
Specifically, I’ll cover:
* Why reading code isn’t enough - AI generates plausible tests from source, but they fail on real UIs. Crawling the live app changes everything.
* The selector problem - LLMs reach for brittle CSS selectors by default. How to force better strategies without prompt-engineering every call.
* Assertions that rot - AI loves asserting exact text and prices. Why your generated suite breaks on the first content change, and how to catch it before CI does.
* Multi-model routing - no single model wins at everything. What we learned running GPT-4o, Claude, and Gemini on the same flows.
* Self-healing in practice - the gap between “it healed” and “it healed correctly.”
You’ll leave with a clear framework for evaluating any AI test generation tool - or building your own - based on what the output actually does under pressure, not what the demo shows.
Level: Intermediate, assumes familiarity with Playwright or similar frameworks
*99 Second Talks*
Have something to share about testing, tech, or teamwork? Whether it's a win, a challenge, or a wild idea — you’ve got **99 seconds** and a room full of curious, supportive people. Take the stage!
**🕰️ Schedule:**
17:45 - Doors open (arrive early to mingle!)
18:00 - Welcome and Introduction
18.15 - Ruslan Strazhnyk: AI Test Generation: What Actually Works (and What Doesn’t)
19:15 - 99 Second Talks and networking with food and drinks
**📍Location:**
Assecor GmbH, Storkower Straße 207, 10369 Berlin
👀 **Want to speak at this or the next MOT Berlin event?**
We are already planning our next meetup in July - and we're always looking for speakers. Submit your talk idea to the Continuous Call for Contribution (link below) or join our Slack channel and pitch it to the whole chapter!
[https://www.ministryoftesting.com/contribute](https://www.ministryoftesting.com/contribute)
🏋️ **Stay connected!**
Join the Berlin Chapter to get all the latest updates and news on the next events.
The button to join Slack is available once you join the chapter.
**🎟️ Registration for this event is done via the MoT page, not on Meetup.**
**Register here 👉 [https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626](https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626)**
Marketing Automation Events Near You
Connect with your local Marketing Automation community
Marketing Monday Networking
Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week.
You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring.
Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell.
**This month**
Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads.
**What to expect**
Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM.
**Who this is for**
Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community.
**Not the right fit if**
You are here to pitch the room or recruit for an MLM.
**Details**
* Second Monday of every month
* 12:00 to 1:30 PM
* Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219
* Order lunch and drinks at the counter when you arrive
* Free to attend, RSVP required, space is limited
**About the host**
Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com.
Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)
Stop Guessing: A Product Person's Guide to AI Adoption
## 🤝 Host Information
A co-hosted event by ProductTank Columbus & Women in Product Columbus
💡 About the Workshop
AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge.
This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow.
Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required.
🛠️ What to Bring
Laptop: Fully charged and ready to go.
AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!)
🍕 Logistics & Perks
Food & Drink: Pizza and drinks provided!
Parking: Plenty of free spaces available on-site.
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Data & Analytics Wednesday - Finding Product Insights
**The Behavior Gap: Where Products Win or Lose**
Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap.
Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn:
* Why understanding customer behavior is a quant and qual challenge
* How to spot the signals that actually predict behavior change
* Where AI accelerates insight, and where it creates distraction
* How to get meaningfully closer to customers, without adding more tools
This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work.
**About Our Speaker**
[Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
QA or The Highway 2026
QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry.
This is a ticketed event please register here:
https://www.qaorthehwy.com/
Featured Keynote Speakers:
**Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\.
**Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.
Free Vegetable Plant of the Month @CanalStreet Farmers Market- Mark Twain Tomato
Stop by the Licking County Master Gardener Volunteers’ (MGVs) table at the Farmers Market to pick up your free Veggie plant of the month to add (or start!) your vegetable garden.
The little plants come with instructions and tips.
Have other garden related questions? Bring your questions to one of the MGVs in the green shirts.
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Newark Grows
1st & 3rd Friday, May 1-Oct. 2
Our Booth at the Canal Farmers Market
4pm- 7pm
36 E. Canal Street, Newark
JOIN US AT THE CANAL MARKET DISTRICT FARMERS MARKET IN NEWARK, May – October (First and third Fridays of the month) Free plants, seeds, and gardening information!
May 1 Buttercrunch Lettuce
May 15 Double Curled Parsley
June 5 Mark Twain Tomato
June 19 Aconcagua Elongated Sweet Pepper
July 3 Market Closed for 4th of July Weekend
July 17 Silver Slicer Cucumber
August 7 Wizard Coleus
August 21 German Thyme
September 4 Sweet Bunch non heading Broccoli
September 18 Strike Shell Pea
October 2 Garlic
No RSVP needed- just show up and enjoy the market! See you there!
ServiceNow Knowledge 26 Recap + Topgolf Happy Hour
Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!























