Artificial Intelligence Applications

Join us for another AI Transformers Prague meetup — a community for leaders, innovators, and practitioners who want to turn AI from buzzword into real business impact. This time organized in cooperation with KPMG. **This session puts AI on trial — through the lens of the EU AI Act.** As regulation becomes reality, companies are being forced to move from experimentation to accountability. The question is no longer *“Can we use AI?”* but *“Are we allowed to — and under what conditions?”* The AI Act is set to reshape how organizations design, deploy, and govern AI systems. But what does it actually mean in practice? Who is responsible? What’s high-risk? And how do you stay compliant without slowing innovation to a halt? *** 🧭 **Theme: AI on Trial — Navigating the EU AI Act** We’ll explore questions like: * What does the AI Act require from companies today and in the near future? * How do you determine if your AI system is “high-risk”? * What are the biggest compliance challenges organizations face? * How can companies balance innovation with regulation? * What practical steps should teams take now to prepare? *** 🎙 **Speakers** Experts from consulting, corporate, and public sector bringing different perspectives on how the AI Act is interpreted and applied in practice: [Martin Čapek](https://www.linkedin.com/in/martincapeklawyer/) – KPMG [Ivana Kudláčková](https://www.linkedin.com/in/ivana-kudl%C3%A1%C4%8Dkov%C3%A1-4b17923ab/) – Český telekomunikační úřad Petr Beránek – MSD *** 🎤 **Format** Short expert talks followed by a panel discussion and audience Q&A — focused on practical implications, not legal theory. *** 📋 **Agenda (June 16)** 17:30–18:00 – Arrival, registration & networking 18:00–18:10 – Welcome & intro 18:10–19:00 – Expert talks 19:00–19:45 – Panel discussion & Q&A 19:45–20:30 – Networking, drinks & informal conversations *** 👥 **Who Is This For?** * Founders & startup leaders working with AI * Product managers & engineering leaders * Corporate innovators & transformation teams * Legal, compliance, and risk professionals * Data scientists and AI practitioners * Anyone affected by upcoming AI regulation Whether you're building AI products or evaluating their use, this session will help you understand what the AI Act means for your organization — and what to do next. *** 📍 **Practical Info** Date: June 16 Time: 17:30–20:30 Location: KPMG offices, Prague Language: English Attendance is free, but spots are limited. RSVP to secure your place and join others navigating the future of AI in Europe. By attending this event, you agree that photos and videos may be used for marketing purposes. If you do not consent, please inform the organizers in advance or at the venue.

\~FREE EVENT\~ Meet Locals & internationals People Every Tuesday & Make New Friends🙂 For introverts and shy people (we all are sometimes), we have ice-breaking games and more... so feel free to come by. Everyone is invited to enjoy amazing Cocktails in 135kc only🍸 Beer in 49 kc 🥂🍻 It is organized after our Biggest Event in Central Europe with 234 people in a single event. 🙂 📍LOCATION TEQUILA TALES BAR & MUSIC CLUB Újezd 409/19, 118 00 Malá Strana, 118 00 Prague, Czech Republic (Nearest tram stop- Hellichova & Ujezd) ❓Questions❓ Follow & write to https://www.instagram.com/tequilatales_prg/ *** \~AKCE ZDARMA\~ Každé úterý se seznamte s místními a mezinárodními lidmi a najděte si nové přátele🙂 Pro introverty a stydlivé lidi (všichni jsme někdy) máme hry na lámání ledu a další... tak neváhejte a přijďte. Všichni jsou zváni k vychutnání úžasných koktejlů jen za 135 kč🍸 Pivo za 49 kč 🥂🍻 Je pořádána po naší největší akci ve střední Evropě s 234 lidmi na jediné akci. 🙂 📍 POLOHA TEQUILA TALES BAR & MUSIC CLUB Újezd 409/19, 118 00 Malá Strana, 118 00 Praha, Česká republika (nejbližší tramvajová zastávka- Hellichova & Újezd) ❓Otázky❓ Sledujte a pište https://www.instagram.com/tequilatales_prg/

~~Because nothing says “midweek crisis” like screaming pop ballads with strangers~~ So you’ve survived Monday... congrats! Celebrate by joining us **every Tuesday** for the most *questionable life choices* you’ll never regret — Karaoke Night! **FREE ENTRY** – because we know you blew your paycheck on brunch last weekend. 🧍‍♀️👨‍🦯For the socially allergic (aka shy or introverted), we’ve got **ice-breaking games** that are only mildly awkward. You might actually meet someone who *also* sings off-key. Soulmates? Maybe. 🍸 Cocktails for **135 Kč** – dangerously tasty. 🍺 Beer for **49 Kč** – cheaper than therapy. 📍 **WHERE THE MAGIC HAPPENS** **TEQUILA TALES BAR & MUSIC CLUB** Újezd 409/19, Prague 1 (Tram stop: Hellichova or Újezd – don’t pretend you don’t use Google Maps) 📲 Stalk us or message your future karaoke group here: [https://www.instagram.com/tequilatales_prg/](https://www.instagram.com/tequilatales_prg/)

**There is still capacity in the event!** 🎉 **You just need to add yourself to WAITLIST - and we will review your registration and confirm you!** Just because the venue capacity is limited, to ensure the best experience & relevance for the community, the registrations are not auto-confirmed - but managed this way. Without a previous confirmation email, we won't be able to let you in! 😢 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Join your local observability community for an evening of open source inspiration, real-world stories, and meaningful connections - all in a laid-back, meetup-style setting. This event will feature a recap of the [GrafanaCON](https://grafana.com/events/grafanacon/) keynote, combined with fresh voices from your own community. Grafana team members walk through Grafana 13 and the most impactful improvements across the platform. Learn about how Grafana is becoming easier and safer to operate as production infrastructure, with updates that improve configuration management, recovery, and long-term maintainability. The session showcases significant advances in core user workflows, including more flexible and powerful dashboards, with improved performance. Whether you’re building dashboards, scaling Kubernetes, contributing to open source, or just getting started - this meetup is for you! **🎟 Free to attend** 🍕 Pizza + soft drinks provided 🤝 Built for connection 💡 Real talks from real practitioners \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **AGENDA:** **17:30 - 18:00**: Arrivals and pizza **18:00 - 18:30:** GrafanaCON recap presentation - by **Grafana Labs** team: **Jára Benc,** Staff Software Engineer & **Juraj Michalek**, Senior Solutions Architect **18:30 - 18:45:** Q & A **18:45 - 19:40:** Community talks ***1\. "Who gets paged? Unit\-testing Grafana notification policies\.*" by Martin Fryč, Staff Infrastructure Engineer at SentinelOne** \*Grafana notification policies decide who wakes up at 3am, and a single mistyped label can silently reroute an alert into the wrong team's branch. Grafana 13 and grafana-operator let teams own their slice of the policy tree, but Alertmanager still evaluates one merged tree, so a too-broad matcher in team A's subtree can quietly swallow team B's alerts. This talk shows a small Go tool that treats routing as code: declarative "given these labels, expect these receivers" assertions, run in CI against the assembled policy. We will walk through the routing semantics, real misroutings the tool can catch, and why multi-tree provisioning makes this test layer more necessary, not less. **2\. "*Using OpenTelemetry in development of resin 3D printers*" by** **Pavel Štrobl** \*In this talk we will take a look how it's possible to get metrics from upcoming resin printers from Prusa Research using OpenTelemetry, why it was not possible to use Prometheus Remote Write and the quirks while getting metrics from hardware constrained environment. **19:40 - 21:30**: Discussion and more pizza Note that by registering for this event you consent to related event & product communications from Grafana Labs and agree to our[ code of conduc](https://grafana.com/events/events-code-of-conduct/)t \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **​PLEASE NOTE**: at the SentinelOne office, in line with the venue security requirements - all meetup attendees will be required be verified by their\*\* ID card (or passport\*\*), also to\*\* sign a generic ND\*\*A used for all office visitors and to wear a visitor badge with their name during the whole event - to be able to attend the meetup

Ahoj! Want to work on your Czech in a fun and playful way? Come join us to practice together! ➡️Can't make it at this time? No problem, join in when you can. Not available this time? Don't worry, we organise events regularly, so make sure to follow our page to stay updated! ➡️ Mixed levels You don’t need to worry about your level of Czech, given that you already have some basic familiarity with the language. We will provide guidance throughout the event adapted to different levels, so anyone who wants to learn can easily participate. You are also welcome just to listen, it can be very helpful! This is a unique learning experience as well as a way to find like-minded language enthusiasts over a cup of coffee or a beer. ➡️For organisational reasons we ask to rsvp if you plan to join. In order to guaranty qualitative learning for everyone present we will limit the inscriptions if we are getting too full. ➡️Price: For you to decide! We accept donations to make sure we can continue organising regular events. Looking forward to meet you! 🤓

\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **RISING SHADOWS** Far to the west of the Sword Coast, the Moonshae Isle rise from the storm-wracked Sea of Swords. Cloaked in mists and draped in legend, the Moonshaes are more than mere rocks. For them courses the primal power of the Earthmother who maintains the precarious Balance between creation and destruction. But now that is all in danger. A new foe rises from the Shadowfell to threaten the Balance. Known only as the Slain, this mysterious adversary casts a deepening shadow of despair upon the Moonshaes. **CCC-BMG-MOON2-1 Defenders of Caer Moray (Level 1 - 4)** The most untamed of the Moonshaes, residents on Moray are accustomed to defending themselves. Recently something has stirred the dark forces that threaten the families of this strategically vital location. With every spare sword allocated to the homelands, who will answer their call for aid? \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **CAST IDENTIFY: WHAT IS ADVENTURERS LEAGUE?** Adventurers League (AL) is a D&D public play program - start the story at one table, and bring your character to the next part of the adventure at any AL table in the world! **New to D&D?** No problem! Our DMs will be happy to help you - just bring your imagination and the items below! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **ADVENTURING GEAR: WHAT TO BRING** Mandatory: ♦ 200 CZK (pay in cash or by QR code) Recommended: ♦ Snacks ♦ Pen or pencil ♦ Polyhedral dice (or borrow some of ours) ♦ A Lv 1 - 4 AL legal character \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **STUCK IN A PIT TRAP: CANCELLATIONS** If you realize you cannot join us, please do change your RSVP to "No" as soon as possible - there may be other players waiting to join. See you there, Adventurer, and may your dice roll high! ♦ Discord: https://discord.gg/WXvRrksrT4 ♦ Facebook: facebook.com/ddalprague ♦ Contact: ddalprague@gmail.com ♦ Adventurer's League: https://www.dndbeyond.com/posts/1676-what-is-adventurers-league ♦ Current Player's Guide: [https://drive.google.com/file/d/1yaVW5QrBNCaXPJ1uOSCLaa7v4BCBnUBi/view?usp=sharing](https://drive.google.com/file/d/1yaVW5QrBNCaXPJ1uOSCLaa7v4BCBnUBi/view?usp=sharing)

Hello Beer Enthusiasts! 🍺 Indulge in a delightful beer tasting experience at the NuBeerBar, where they showcase the finest selection of Czech beers straight from their working pub with 11 Czech beers on tap. 📍 **Location:** NuBeerBar, Balbínova 1 📅 **Date:** Every Tuesday, from 27/02/2024 🕒 **Time:** 19:00-22:00 💸 **Event fee:** FREE 🍺 **Beers available**: https://www.nubeerbar.cz/en/#Ontap 💰 **Price**: 174 CZK (Set of 6 beers \* 0.12l at your choice from menu) **Event Details:** We have a table reserved at NuBeerBar, to explore the rich and diverse world of Czech beers through their tasting flights, the perfect way to sample a variety of Czech beers and discover your favorites. **What They Offer:** * **Tasting Flights**: Enjoy a flight of six different kinds of Czech beers carefully curated to highlight the unique flavors and characteristics of each brew. 🍻 * **Working Pub Atmosphere**: Immerse yourself in the lively ambiance of their working pub, where you can mingle with fellow beer lovers and enjoy the vibrant atmosphere. 🎶 * **Knowledgeable Staff**: Their friendly staff are always on hand to answer any questions you may have about the beers they offer and provide recommendations based on your preferences. 💬 *Whether you're a seasoned beer connoisseur or just starting to explore the world of Czech beers, the beer tasting event at the* NuBeerBar *promises to be a memorable experience for all.* We look forward to raising a glass with you and sharing our passion for Czech beer! Cheers! 🍻

We give you a full **explanation of the KPI Framework.** > ​Do You **Measure** the Most Valuable KPIs? Red/Amber/Green Thresholds for Each of Your Levels Explained. ## ​Situation ​You burn $$$ on AI tokens. You run hackatons. Git repo full of AI pilots. ​You're spending more on AI than last year. ​Yet, you can't shake the feeling that you're paying faster than you're shipping. > ​📣 We give you the manual to pick the top KPIs that demonstrate the value, based on the context of how far you are in AI adoption. ​3 CTOs share where they actually are on the AI adoption ladder, what worked, what they'd undo, and what comes next. ​✅ The 3 KPIs you should actually be tracking at each level. And the ones to stop tracking. ​The 5 levels of AI adoption, mapped from engineering orgs. ​**1️⃣ L1: Nothing in production.** How to leave it without burning two quarters on pilots. ​**2️⃣ L2: Talent:** upskilling, reskilling and firing. ​**3️⃣ L3: Proof:** When the cost curve overtakes the delivery curve, and how to calculate AI efficiency proof? ​**4️⃣ L4: Going AI-native:** What concretely changes when AI moves from IDEs into production. ​**5️⃣ L5: You've won** the AI race. Where's the new edge in 2027? ​Bring your situation. By the end you'll know which level you're on, what is your KPI, what your next move is, and what to stop doing this quarter. ​No hype, no AI gospel. Two practitioners, real experience, with answers. *** ​20-minute lightning talks + Q&A followed by legendary networking! ***  ## ​What makes our meetups different: * ​**Action-oriented:** Every talk includes takeaway guides/frameworks you can photograph or access via QR code * ​**Case study focused:** Real implementations, real results, real failures * ​**Interactive:** Audience Q&A with people who've actually done this * ​**Practical:** Skip the vendor pitches—hear from practitioners *** > ​Perfect for engineering leaders tired of AI marketing fluff who want practical insights.

What is a better way to start our learning journey together than by understanding what AI actually is? [You are welcome to join ](https://www.meetup.com/ai-learning-community-for-women-in-czechia-fem-ai-lab/events/314515448/?eventOrigin=group_upcoming_events)[whatsapp group](https://chat.whatsapp.com/I7NWogBfHRRCayjHRjrodb?mode=gi_t) to stay in touch. 💜 We hear about AI everywhere, in the news, at work, from our kids, on social media. Yet most of us would struggle to explain what it actually is. And that's completely normal, nobody properly explained it! So let's fix that. 😄 **Is face recognition AI? Is a driverless metro train AI? Can you guess?** 🤔 Come ready to reason, debate and maybe be surprised by your own answers. In this session we'll dive into: 🧠 **What AI actually is** — and what it isn't **How AI learns** — and how math based algorithms can adapt to an ever changing world 🔍 **How to spot AI in your everyday life** 🌍 **The kinds of AI that exist** 📖 **The history of AI** — how we got here and why right now is different from anything before ⚡ **What makes this the Age of AI** By the end of this session you will feel more confident talking about AI, what it is, how it works and why everyone is so excited and nervous about it at the same time. No tech background needed. Just curiosity and an open mind. 🌸 See you there!

## **What IdeaVerse is about** **We meet usually once a month to discuss some of the current challenges as well and perhaps come up with new ideas on how to overcome them. The format of the meeting includes an initial sharing of viewpoints by each participant without judgment, and in the second half we will discuss our ideas and try to find things to learn from each other.** **In this next meeting we'll be discussing...** the future of work in the age of AI. I know, people are talking too much about this already in tech meetups where they just praise it to Kingdom Come. We're tired of it. But whether we like that it exists or not, we are confronted with a choice that I'd like us to discuss: **Do I lean into AI like I'm told I HAVE TO, or choose a different path, one more into physical labor or working with people? Or do I just say goodbye to work and start my own business?** We hear thhat AI is going to replace a large number of jobs, starting with call centers, Uber drivers, writers, graphic designers, translators, etc. That a senior expert will replace 4 others in his team using AI. That the only jobs that will remain are those which require human touch like holding meetings, talking face to face with customers, jobs that require empathy or jobs that require dexterity like plumbing. **But the path forward seems so unclear:** 1\. Who should learn AI: young people who want to compete with seniors\, or seniors because juniors don't know enough to spot errors? 2\. Should I double down on AI courses and certificates or jump a sinking ship and learn a craft or improve my social work skills? Or start my own business to escape irrelevance at work? 3\. Do we go with the flow and adapt to this rapid overwhelming change\, or demand from policy makers that they do not let companies do as they please if that means lower wages and unemployment at scale? **Some suggested reading/watching:** * [If AI Takes All Of Our Jobs... Who's Going To Buy Everything?](https://www.youtube.com/watch?v=MYB0SVTGRj4) (the answer may shock you! :) - a 12 minute video) - good summary of the most likely future scenarios for automation and economics. Does not answer our questions but sets the scene for it. * [AI Experts: These Are The Only 5 Jobs That Will Remain in 2030!](https://www.youtube.com/watch?v=GCjmK66x_Yk) (15 minute video) - a collage of various human and AI experts discussing options for work in the future (mostly from the famous DOAC). * [The Future of Jobs Report 2025](https://www.weforum.org/publications/the-future-of-jobs-report-2025/in-full/3-skills-outlook/) (40 minute read) - lots of data, may need skimming but highly useful insight into projections for which jobs will be useful in the future. **The meeting is free to attend, but please buy a drink or two at our patron's place, to make them happy. They also have food in case you find the meeting too early (see [menu](https://altangrebovka.choiceqr.com/section:kavarna---jidelni-listek)).**

AKCE JEN PRO ZVANÉ 🤖 Ahoj, v rámci setkávání Research Tuesday jsme naplánovaly Friday special. Cítíme už nějakou dobu, že naše researchová komunita má potřebu sdílet, co nového nám do práce přinesla umělá inteligence, jak nám mění výzkum pod rukama. Chceme si povídat, chceme si navzájem sdílet, chceme vytvořit mapu, kam si zaneseme, v jakých fázích výzkumu a jakým způsobem používáme AI a co nám funguje dobře a co až tolik ne. Pracovat a sdílet se bude převážně v menších skupinkách a výstup se na konci odprezentuje ostatním. Mapu pak pravděpodobně dáme k dispozici komunitě. Pátek 19. června 9 - 12 do Slevomatu v pražském Karlíně. Setkání se koná pouze offline, a kapacita je omezená na 30 pozvaných. Žádná velká příprava netřeba, jen teď dávej víc pozor, kdy a jak v rámci výzkumného workflow používáš AI a jak ti to funguje, ať se o to můžeš podělit s ostatními. **🕒 Agenda:** * **08:30 AM** – Otevření dveří & ranní networking * **9:00 AM** Workshop * **12:00 PM** – Závěr & možný společný oběd **🧸 Hlídání dětí na vyžádání:** Research Tuesday stavíme na tom, že profesní rozvoj má být přístupný všem. Chceme podpořit i rodiče malých dětí, aby mohli zůstat v kontaktu s oborem a potkávat se bez zbytečných překážek. **Máte zájem o hlídání?** Rádi ho na místě zajistíme, ale potřebujeme vědět, jestli o něj bude zájem. Dejte nám vědět v komentářích nejpozději do pondělí 15.6. do 8:00, jestli službu využijete a pro kolik dětí. Podle toho rozhodneme, jestli ji zajistíme. **Rezervace:** Zarezervuj si místo včas. Pokud se ti plány změní, prosíme, uvolni místo ostatním. **Těšíme se na známé tváře i nové účastníky!** Běla, Ivana, Lucie

Talk 1 **Title: The Platform Is the People: SLAs, DORA and Trust at Billions of Requests a Month** By: Harry Bouras Role / LinkedIn: AI & Cloud Engineering leader, formerly heading the API organisation of a leading, extremely global and multicultural corporation. LinkedIn: https://www.linkedin.com/in/harry-bouras/ Abstract: Most "platform" talks are about tools. This one isn't. Heading the API organisation of a leading, extremely global and multicultural corporation, interconnecting decades of legacy systems while serving billions of requests a month and scaling across both Azure and Google Cloud, taught me a contrarian lesson the hard way: at that volume, platforms don't fail on technology, and cloud bills don't explode because of bad Terraform. They fail, or succeed, on how the organisation is set up to own, deliver and grow the thing. The org chart is the real architecture. I'll walk through the levers that actually moved the needle, each anchored in real moments from that scale. How SLAs, framed as clarity rather than punishment, change engineer behaviour more than any dashboard. Why extending trust and time to a team up front - the most uncomfortable thing a leader can do, is precisely what raises build quality and cuts the rework you can't afford at billions of requests. What genuinely changed when we dragged a waterfall-shaped organisation toward iterative, Scrum-based delivery, and why that was about shortening feedback loops, not adding ceremonies. And how DORA metrics became our objective answer to a question every team argues about: what actually makes a successful Senior Software Engineer and what a DevOps engineer? Then the human core, told honestly, which means told as comedy. What makes a good manager in this world, narrated through the things I was certain about and was completely wrong about. The running joke is also the real point: nearly every instinct that made me a good engineer made me a mediocre manager until I unlearned it. Finally, a look at what we're all about to get wrong together: AI is forcing DevOps to grow up into DevSecOps - and the teams that handle it well will be the ones that already have the ownership, trust and growth culture this talk is really about. Talk 2 **Postmortem Culture: Turning Failures into Learning, Not Blame** By: Dani Yelovitch Most engineering teams treat incidents as embarrassments to bury — a quick fix, a vague Slack message, and everyone moves on. This talk argues for a different approach: treating every failure as a gift. The core idea is blameless postmortems — a practice pioneered at Google and Netflix where the goal isn't to find a scapegoat, but to understand how the system (people, tools, processes) allowed a failure to happen in the first place. If a human made a mistake, the real question is: why did the system make that mistake easy to make? The talk would cover: What a good postmortem looks like (and the common ways they go wrong) How to run a blameless review without it becoming a blame-by-committee session Turning action items into actual change, not a graveyard doc nobody reads Building psychological safety so engineers report problems early instead of hiding them The key takeaway: teams that learn from failure faster than their competitors ship better software with fewer catastrophic incidents — not because they have better engineers, but because they've built better feedback loops. **Talk 3:** Title: From Service Organization to Self-Service: Platform Engineering in Action By Pavel Bureš from Sky Modern engineering organisations accumulate platform silos faster than they can pay them down — each team picking its own way to provision workloads, databases, queues and caches, each with subtly different security, observability and cost profiles. In this talk we share how we are tackling that problem at scale through a Platform Engineering practice built on the principle of a unified, abstracted interface for application-centric configuration — an approach that shifts platform teams from "ticket-driven plumbing" to product thinking: stable contracts, golden paths, and self-service by default. In the second half we zoom in on PEaaS (Persistence Engineering as a Service), our concrete implementation of these principles for stateful workloads. We will walk through the architecture — Crossplane 2.0 composition functions on EKS, application-centric Kubernetes claims (XRs), and a tenant-onboarding model that automates IAM, VPC endpoints, OIDC and S3 provisioning — and how it abstracts heterogeneous backends (Keyspaces, Aurora DSQL, Redis Cloud, and Kafka on EKS) behind one consistent interface. Attendees will leave with: A practical pattern for designing engineering platforms in their own organisations. A reference architecture for persistence-as-a-service on Crossplane. Honest lessons on standardisation, tenant onboarding and platform adoption.

It's summer! That means it's time for our special summer edition - grill & chill. The pub offers grilled food - you don't need to take your own. Doors open at **18:30**. There will be only lightning talks. You can have a lightning talk as well – please register at [Lightning Talks – bit.ly/prpylight](https://bit.ly/prpylight). **Good to know** * You don’t have to register for this meetup – the actual attendance is much bigger (40–70 Pythonistas) than indicated in the “Going” list here. * **Cash only payments – club doesn’t accept cards.** * Talks at Pyvo are mostly in Czech but it there’s somebody who doesn’t understand Czech talks are switched to English if the speaker is able to do so. * Besides both soft drinks and beer it's possible to eat at the club. Choice is variable and consists of 4 to 7 options ranging from toast, sausages and soup to fried cheese in a bun, goulash or schnitzel. * Club closes at midnight.

**Please note that this event is not for free and we have limited spots! Save yours by signing up [here](https://locusworkspace.com/events/2026/06/17/happiness-hacks-vs-evidence/)!** **🧠What You'll Learn** “How can I be happier?” is a question we all ask ourselves at different points in life. Many “hacks” have been proposed to answer it: – Think positively – Practice gratitude – Meditate – Exercise more – Socialise more – Help others – Reduce screen time – Stop comparing yourself to others – Act happy But how strong is the evidence behind these recommendations? And do they work equally well for everyone? In this workshop, we will critically explore the psychological science of well-being and learn how to design simple personal experiments to discover what genuinely helps you. **🎤About the Speaker** **Ángel V. Jiménez** is passionate about intentional living, scientific psychology, and the evolutionary study of human behaviour. He holds a PhD in Evolutionary Social Psychology from the University of Exeter, where he studied status acquisition and interpersonal influence, with a particular focus on prestige and social learning. He has also conducted postdoctoral research at Brunel University London and the University of Exeter. He currently works as a freelance psychology lecturer at the University of Essex Online and writes about personal development and intentional living at [www.incomparable.info](http://www.incomparable.info/). **📆Format & Schedule** 17:15 – Doors open 17:30-19:00 – Talk by Ángel V. Jiménez, with an interactive format where participants are welcome to ask questions at any time. 19:00-20:00 – Networking time **🎟️Price** **100 CZK per person**. Includes a drink (beer, wine or non-alcoholic). **Locus members can join for free!**

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

**HAPPY HOUSE HUNTERS JOIN THE CENTRAL OHIO INVESTOR NETWORK [COIN}** \* Time: 5 pm‎ - ‎8 pm‎ ‎ [Eastern Time] Every Third Tuesday \* Where: Pastimes Pub at Grandview Yard, 775 Yard St., Columbus 43212 \* Description: Join Us for the Ultimate Real Estate Meet and Greet! Flip, Buy and Hold, Long-Term Rentals, Mid-Term Rentals & Short-Term B&B! Are you passionate about real estate investments or curious about the world of long-term rentals, mid-term rentals, or short-term rentals? Look no further because the "Happy House Hunters" and "The Inns and Outs of a B&B" invite you to come together with COIN for exciting monthly Meet and Greet events for all real estate investors! We look forward to seeing you there!

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

## 🤝 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. ###