iPhone

**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 small snacks **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 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! 🤓

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/

\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **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! 🍻

Who can attend this meetup: The tour is an introduction to Prague and is mainly for expats and visitors to our city but everybody who would like to join is invited. ***Important***, please also fill in the booking form on our [website](https://freewalkingtourprague.eu/en/schedule) if you are planning to come (otherwise we will not expect you). Description: Meet us by the Powder Tower, the historical gate to the Old Town and starting point of the Royal Route. Then have an educative walk through the narrow and picturesque streets of the historical center of Prague. Enjoy the unique diversity of architectural styles from Gothic to Art Nouveau. See some of the most interesting sites and get to know fascinating facts and legends of the 1000-year old capital of Bohemia. End the tour at the riverside 5 minutes away from the Charles Bridge, from which you can continue the tour on your own (or again with us) towards Malá Strana or Prague Castle. ====== Meeting point: We will be standing by the Powder Tower at the side of the Namestí Republiky square with a green umbrella in hand :) Map: https://goo.gl/maps/tzqKpZ2945S2 Price: there is no fixed price, you will be able to decide yourself how much you value the tour. If you don't know how much is best (and can afford it) we recommend 200Kč, but it really depends on you how much you contribute. Join us also on our [Facebook profile](https://www.facebook.com/freewalkingtoursprague/) :) and if you are travelling to other cities check out our friends at the [Free Tour Community website](https://freetourcommunity.com/). For any questions, please contact us at info@freewalkingtourprague.eu. Unfortunately, the meetup application does not always send us phone notifications. Reminder - only people who booked on our [official free walking tour website](https://freewalkingtourprague.eu/en/schedule) can join the tour and if the tour shows fully booked on the website it means there are no free spots. The meetup list doesn't count in this case. We look forward to meeting you, Michal, Amanda, Lana, Iva & Chris

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.

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

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!

Ahoj Péhapkáři! Zveme vás na další sraz komunity. 🎤 Martin Vaško - Benchmarking agentů 🎤 Tomáš Fejfar - Jak jsme potřetí přepsali agenta 🎤 Adam Štrauch - Efektivní nasazení kódu přes AI agenta 17:30 – open doors 18:00 – přednáška 18:40 – přednáška 19:20 – přednáška 20:00 - kvíz & networking Děkujeme našim partnerům a těšíme se na viděnou! Adresa: Keboola - Dělnická 191/27, Praha 7-Holešovice \-\-\-

This Saturday, we managed to secure 9 exclusive spots for a **GUIDED TOUR inside the SECRET VAULT** of the Czech National Bank. 🏦✨ You’ll get an exclusive behind-the-scenes look at the vault and stand face-to-face with the **LARGEST GOLD COIN** in Europe—a mind-blowing 100 million CZK in one, single gold piece. 🪙 We'll also dive into the history of the Czech koruna and get the inside scoop on how international banking actually works. **Spots are limited.** Please only RSVP if you are 100% sure you can make it on time! **📍CNB Visitor Center:** [https://maps.app.goo.gl/jvRYFsv8B38xB7ev6](https://maps.app.goo.gl/jvRYFsv8B38xB7ev6) **🕒 THE PLAN:** * **12:45 - MEET UP:** Right in front of the visitor center[https://maps.app.goo.gl/CsxNWgH1N5DquY3u7](https://maps.app.goo.gl/CsxNWgH1N5DquY3u7) * **13:00 SHARP!** - **GUIDED TOUR STARTS!!** \- Don't be late\, the vault doors wait for no one\! * **14:30 - STROLL & CHILL** \- Wrapping up the guided tour and exploring the rest of the exhibition\. * **15:30 - MOVE OUT** \- Heading over to the Atrium Žižkov Garden Party\! \- [https://www.meetup.com/prague-together/events/315266453/](https://www.meetup.com/prague-together/events/315266453/) **🎟️ FREE ENTRY** 🔗 Official Event Page: [https://nc.cnb.cz/pub/en/exhibitions/people-and-money-exhibition-in-prague/#popis](https://nc.cnb.cz/pub/en/exhibitions/people-and-money-exhibition-in-prague/#popis)

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.

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.

**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: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

We've moved to guild.host Look for us there. https://guild.host/events/buckeye-cocoaheads-nscoders-tcbrk5

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

**Talk Description** Coming soon **Agenda:** 7:00pm - Opening announcements 7:10pm - Main Topic 7:50pm - Q&A

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

**Let’s meet for pizza 1st at Mikey’s Late Night Slice which is connected to Pins! Then we will bowl (no heavy balls involved)**