E-Democracy
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Eventos de E-Democracy Hoy
Únete a los eventos de E-Democracy en persona que están sucediendo ahora mismo
Facilitated Networking: Reputation Systems in the Age of AI Fakery
Most professional relationships today start with a LinkedIn request and die in a DM. Meanwhile, AI-generated content is flooding every channel — making it harder to tell who's real, who's credible, and who's worth your time.
Trust is becoming the scarcest currency in professional life. And you can't build it through a screen alone.
Together with the Prague Founders & Digital Professionals community, we're hosting a small facilitated networking/mastermind evening at Spaces Smíchov. This is **not** a social mixer.
Regardless of which language group is the majority, everyone speaks strictly in English so that everyone feels comfortable.
**The Topic of the Evening:** AI is making everything easier to fake — credentials, content, even relationships. So how do you build a reputation that actually holds up? How do you know who to trust — and how do others decide whether to trust you? We'll get into it.
Will share my tools & systems and would discuss your perspectives and protocols.
**This session creates a space for that.**
Together with the **Prague Founders & Digital Professionals** community, we’re hosting a small facilitated networking / mastermind evening at **Spaces Smíchov**. This is not a typical social mixer. It is a structured session designed for those who value depth over a stack of business cards.
**The Topic of the Evening:**
As AI tools automate content and work, how do professionals build real trust and maintain high-quality relationships today? We’ll discuss how reputation, credibility, and professional connections are evolving in 2026.
**What to Expect:**
* **30 min Group Discussion:** Insights on developing and maintaining trusted relationships in an AI-driven environment. We’ll cover specific frameworks and tools for staying "human" while scaling.
* **60 min Facilitated Networking:** No small talk. Structured table rotations designed so you have real conversations with most people in the room.
* **The Vibe:** No pitches. No panels. No "let me tell you about my startup." etc.
**Who usually comes:** Founders, consultants, product people, designers, and remote professionals who work globally and are tired of shallow networking.
**Agenda:**
* 17:30 – 17:45: Welcome & Snacks.
* 17:45 – 18:15: Shared Discussion: The New Rules of Trust
* 18:15 – 19:15: Facilitated Networking (Table Rotations)
* 19:15 – 19:30: Wrapping up
**About the Facilitator:**
The session is led by **[Alexander Benkendorf](https://www.linkedin.com/in/benkendorf/)**, a branding strategist for international tech companies (Benkendorf Group). Alex has 20 years of experience in human experience design and product development.
**Practical details:**
* **📍 Where:** Spaces Smíchov, Prague (Business Club / Lounge)
* **📅 When:** Tuesday\, March 10 \| 17:30 – 19:30
* **🌍 Language:** Strictly English
* **👥 Limit:** \~25 people to keep discussions comfortable
* 🎟 **Cost:** Free to attend, as a community event (RSVP is required to secure your spot).
**Spaces are limited to ensure quality of conversation. Please RSVP to secure your spot.**
Anarchoagorismus s Urzou
Podařilo se nám na poslední chvíli sehnat výjimečného hosta – a bylo by škoda to nevyužít! Martin Urza, anarchokapitalista, youtuber a autor první české knihy o anarchokapitalismu, přijede osobně představit svou novou knihu **Anarchoagorismus**.
Anarchoagorismus není jen teorie. Je to praktická cesta ke svobodě pomocí prostředků dostupných každému z nás, tady a teď. Urza nám vysvětlí, co za tímto pojmem stojí, proč ho považuje za logický vývoj svého myšlení a jak tyhle myšlenky aplikovat v každodenním životě – bez čekání na revoluci.
Počítejte s živou diskusí, protože tohle téma málokdy nechává lidi lhostejnými. A samozřejmě – večer zakončíme kvalitním pokecem u piva a v atmosféře bublajících dýmek.
Kapacita je omezená, takže neváhejte – kdo přijde, nezklame se!
PyData Prague #34 - Learning from Distillation
Hello Python enthusiasts and models both large and small,
The 34th PyData meetup will take place at **Similarweb offices** (Dock in Five, reception A, 5th floor). As usual, the talks will start at 18:30 but we encourage you to come as soon as **18:00** to enjoy the opportunity to socialize and refresh yourselves (which you can continue doing during the break and after the talks).
Our main goal is to build the community around Python and data and make it welcoming to people of various skills and experience levels.
⚡ If you are interested in giving a lightning talk (up to 5 minutes to present an idea, tool or results related at least to some degree to Python and/or data), please contact us before the event or at its beginning.
**Why Your Models Fail: Learning from Regime Shifts in Real Data**
**([Alena Pavlova](https://www.linkedin.com/in/alena-pavlova-494610207/), Similarweb)**
When building predictive models, we often assume that the data-generating process is stable over time. In practice, this assumption is frequently violated and ignoring it can severely degrade model performance.
In this talk, we use stock market price data to demonstrate how overlooking market regimes leads to misleading results and fragile trading strategies. We start by implementing a simple strategy under the assumption of a single, stationary regime and show how it fails in changing market conditions.
We then introduce a regime-aware approach to infer latent market states. By applying the same strategy only within appropriate regimes, we demonstrate how performance, risk characteristics, and interpretability can change dramatically.
The talk focuses on practical Python implementation, intuitive explanations of regime modeling, and concrete lessons that extend beyond finance to any non-stationary time-series problem. Attendees will learn how to detect regime shifts, incorporate them into modeling workflows, and avoid common pitfalls when working with evolving data.
**Training Small Language Models with Knowledge Distillation**
**([Gabriela Kadlecová](https://www.linkedin.com/in/gabriela-kadlecova/), distil labs)**
Large language models (LLMs) have proven useful across a wide range of real-world applications, from code generation and document analysis to intelligent automation and data extraction. However, their practical adoption comes with some tradeoffs: inference costs can be prohibitive at scale, and sending sensitive data to external cloud APIs raises privacy concerns. Sometimes, a general-purpose model is more than what's needed - if the task is quite specific, a smaller, specialized model could do the job just as well.
Small Language Models (SLMs) are a great alternative - running entirely on local hardware, they keep data private, respond faster, and operate at a fraction of the cost. The key challenge is making them good enough for the task at hand, and this is where knowledge distillation comes in. By having a large "teacher" model automatically generate and refine training examples, we can create a specialized "student" model tailored to a specific task, starting from as few as a handful of seed examples.
In this talk, we walk through the full distillation pipeline: from defining a task and preparing seed data, through synthetic data generation, to fine-tuning an SLM ready for local deployment. We also present benchmark results comparing base and fine-tuned models, and a live demo showing how capable a well-distilled small model can be.
Craft While Learning Czech
Join us for a fun craft event where you get to know new people and practice czech!
We are more than excited to try out our newest concept: Czech Craft Club!
This is not a Czech course but we will provide plenty of opportunities to pick up on new craft and related vocabulary. Low pressure, social and creative language exposure. Come listen to some czech and maybe even speaking some with your fellow crafters.
This time we will be making paper animals with moving limbs.
All levels welcome!
The event is hosted by expat organisation something new and local Czech artist Alžběta Procházkova. A match made in heaven 💘
Curious? Sign up!
Ticket: 300kc - (All inclusive, craft materials and prints provided)
Reservations: [https://connect.boomevents.org/en/somethingnew-uqvwe/craft-while-learning-czech](https://connect.boomevents.org/en/somethingnew-uqvwe/craft-while-learning-czech-valentine-cards-lefnw)
Mobile Lightning Talks | Prague
**Here's the Deal**
Join us for an electrifying session of Mobile Lightning Talks, where industry experts and innovators deliver bite-sized bursts of knowledge on the latest in mobile technology, app development, user experience, and emerging trends.
Each speaker gets just 5 minutes to ignite your curiosity, share actionable insights, and spark discussions — perfect for a fast-paced dive into the mobile world without the fluff.
We’ll cover a wide spectrum of tech, from native Android and iOS to cross-platform power with KMP, alongside emerging frontiers in AI, home automation, and AR/VR.
Whether you’re a developer, designer, or enthusiast, expect a whirlwind of ideas that will leave you inspired and ready to innovate!
🎟 Tickets are now available on **[Luma](https://luma.com/STRVMeetups)** \- free entry\, but spots are limited\!
Join us and 👉 **[Grab yours here](https://luma.com/STRVMobile_Lightning_Talks_PRG?utm_source=Meetup).**
**Why Come?**
* Learn something useful
* Get inspired
* Enjoy solid talks, great people and a beer or two
**Speakers & Talks**
Robert Oravec — *KMP: Bridging Coroutines to Swift*
Dominika Gajdova — *Cross-Platform Walks Into a .env File*
Martin Vidovic — *PencilKit*
Lukas Smetana — *From Swift to Scale: Shipping on iOS and Android in 5m*
Tomas Cejka — *Stealth Talk*
Petr Nohejl — *Home Automation with Modbus: The Smart Fireplace*
Ondrej Skalicky — *Android XR: A First Look at Galaxy XR*
Adam Gelatka — *Opening Email Is Not Enough*
**See you there. Bring a friend.**
Literary Reading Group: “The Fall of the House of Usher” by Edgar A. Poe
We will discuss our reactions and interpretations of Poe’s classic 25-page short story, readable online [here](https://www.ibiblio.org/ebooks/Poe/Usher.pdf).
Poe is, among other things, often considered the inventor of the detective story and an original voice in the canon of American lit. This story (like many of his) is a romantic-era “gothic” work interested in madness, decay, and the supernatural. I look forward to hearing what you all think!
Make Friends | International Meet-Up
\~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/
Eventos de E-Democracy Esta Semana
Descubre lo que está sucediendo en los próximos días
✨Bi-Weekly Co-Working Session in Prague – Get It Done Together (3–6PM)
Been putting something off for too long?
Join us for our **Bi-Weekly** **Co-Working Session** in creative driven **Safe Space Bookstore** — and let’s finally get it done, together.
📲 **Want reminders or to connect with others before/after?**
Join our [WhatsApp group](https://chat.whatsapp.com/K6LidaoQhe16wZ0Se9pNM6), Keep contact via [Instagram](https://www.instagram.com/nocrastinationclub/)
This is a soft, safe, supportive in-person space to move through procrastination with presence and companionship. Whether you’re working on admin tasks, tax return, writing, creative projects, or simply clearing your inbox — bring whatever you’ve been avoiding and we’ll gently focus beside you.
🕐 **Time**: 3:00 PM – 6:00 PM
📍 **Location**: Jaz in the City – Ground Floor Lounge: Windmühlgasse 28, 1060 Vienna, Austria
💻 **Bring**: Your laptop, journal, creative tools, or anything you’ve been procrastinating on
🌿 **Hosted by**: NoCrastination.
☕ Please do order something from the bar, so as to keep us in their good graces!
Donations optional.
**🪑Seating information:**
* If this is your first time joining us, please look for **Fernando Goncalves** when you arrive
* If you’d like to **work independently (without the Pomodoro arrangement)** but still be part of the group energy, just let Fernando know — we’ll make sure you’re comfortably included. 💛
🌱 **What to Expect**
* **Drop in anytime** between **3:00–6:00 PM** — stay for a bit or settle in for the whole session
* **Clarify your goals**: write down your measurable tasks for the day on a Post-it when you arrive
* **Two spaces**: one for quiet focus, one for casual conversation. After each focus session, if you’re still in the flow, feel free to remain seated — no need to move. If you're up for a chat, join others in the social area for a relaxed break.
* **Social start**: from **3:00 to 3:30 PM**, we mingle and get to know each other; our first focus session begins at **3:30 PM**
* **Gentle structure**: we begin with a soft check-in and intention round
* **Pomodoro-style rhythm**: We work in 45-minute focus blocks followed by 15-minute social breaks. If 45 minutes feels too long, feel free to break it into two 20-minute focus sessions with a short 5-minute reset in between. You’ll need to self-regulate these shorter cycles, just tune into your own flow and rejoin when ready.
* **Quiet companionship**: no pressure to talk during focus time — just shared presence and support
* **Welcoming space**: we meet in the creative, cozy lobby of the **Safe Space Bookstore**
💡 **New to Pomodoro?** Don’t worry — we’ll guide you gently. No apps or timers needed.
💬 Why Join?
* Beat procrastination with gentle accountability
* Reclaim your momentum without doing it alone
* Enjoy a change of scenery that boosts your focus
* Be part of a community that shows up — without hustle
Bring your project. Bring your presence. Let’s work side-by-side. 💚
Praha [🍺 a ☕️Lajka]: Hloupneme kvůli AI? A právo v Silicon Valley!
**„Březnový sraz, kde se řeší kód, právo i budoucnost s AI!“**
Zima končí, ale debaty o webu nekončí nikdy. Březnový sraz v [pivovaru Lajka](https://pivovarlajka.cz/pivovar/) je zpátky a tentokrát to bude pestrý mix — od umělé inteligence přes seriálové právo až po networking s lidmi, kteří žijí frontendem a designem. Vezměte dobrou náladu a přijďte!
Budeme se scházet postupně od 18:00 a **od 18:30 máme na programu:**
* 📰 Nowwwinky od Tomáše Kouta
* 🤖 AI tě naučí všechno. Nebo nic. – Karolína Vyskočilová
* ⚖️ Seriál Silicon Valley byl více o právu než o techu.
Nevěříš? – Karel Navrátil & Jakub Gregorec
* 🎲 Risk{f}uj!
**Nowwwinky od Tomáše Kouta** 📰
Co je nového ve světě frontendu? Tomáš pro vás jako vždy vybral to nejzajímavější, co se od posledního srazu událo.
**AI tě naučí všechno. Nebo nic. 🤖 – Karolína Vyskočilová**
Studie od Anthropicu ukazuje, že lidi, co AI slepě poslouchají, rozumí vlastní práci míň než ti, co ji nepoužívají vůbec. Naopak ti, co se zeptat umí, mohou růst rychleji. Kde je hranice mezi „AI mi pomáhá růst" a „AI za mě přemýšlí"? Podíváme se, jak k tomu přistupuju já a budu ráda, když nasdílíte, jak to máte vy.
Karolína Vyskočilová – nezávislá vývojářka a konzultantka (kybernaut.cz). Lingvistka, co víc než 15 let programuje weby a aplikace, a teď sleduje, jak se s AI všechno točí kolem jazyka.
**Seriál Silicon Valley byl více o právu než o techu. Nevěříš? ⚖️ – Karel Navrátil & Jakub Gregorec**
Seriál Silicon Valley není prorokem jen v tech světě, ale i v právu. Na první dobrou jsme to neviděli. Proto jsme se po letech na něj podívali znovu, tentokrát se zkušenostmi právníka i znalostí startup světa. A bylo tam opravdu všechno.
Žádná přednáška vám nedokáže vysvětlit realitu práva jako tento seriál. Tvůrci mezi řádky schovali právní rady k nezaplacení. My vám ty nejlepší ukážeme pohledem právníka. Pozor! Některé postavy po přednášce už nikdy neuvidíte jako dřív.
**„Risk{f}uj!"** 🎲
Čeká nás další kolo oblíbené vědomostní soutěže na frontendová témata. Sestavte si tým, vyberte si kategorii a bodovou hodnotu a zkuste odpovědět správně dřív než ostatní.
Těšíme se na vás v pivovaru! 🍻✨
CZSK PPUG Meetup
Pojďme se pravidelně potkávat a sdílet zkušenosti z Power Platformy, co nás na ní baví, co nás trápí a co nového zajímavého přichází. A pokud už nám to někde reálně běží, pochlubme se, jak to funguje nebo nefunguje.
Témata jsou primárně Power Automate, Power Apps, Power Pages, Power BI, Copilot Studio, Dynamics 365 a Dataverse. Budeme rádi i za méně pokročilé příspěvky, protože většinou jsme velmi hluboko v technických detailech.
**Lokalita:**
Fyzicky v Microsoftu v Praze
Vyskočilova 1561/4a, Praha 4, 140 00
Místnost Morava
Případně online na [https://ppug.community/stream](https://ppug.community/stream)
**Jazyk:**
čeština
**Agenda:**
[https://ppug.community/agenda](https://ppug.community/agenda)
**Přihlašte vlastní příspěvek:**
[https://ppug.community/sessions](https://ppug.community/sessions)
**Link na stream:**
[https://ppug.community/stream](https://ppug.community/stream)
**Občerstvení:**
Bagety
**Úroveň:**
100-300
Tak si prosím naplánujte čas ve svých kalendářích a přijďte, pokud bude chuť a čas, tak si po meetupu určitě můžeme sednout na pivo.
Let's Play Badminton! - At 12!
Let's play badminton at Sports Centre Olšanka. We'll meet at 11.40 and play for 60 minutes.
If you have a Multisport card please bring it along, as it will make the court free for you and also reduce the cost for others. If you don't have a Multisport card the game will cost you a maximum of 150 crowns, probably much less. I will cover the cost of the court so please bring cash to pay me.
There is a small organisation fee of 20 crowns for all players to participate in this event. Racquets can be rented for 50 crowns.
AI pro vývojáře: lokální běh, evaluace a monitoring LLM aplikací
(Pozor, změna místa konání → Vlkova 628/36, Praha 3)
Rozdíl mezi „zkusil jsem ChatGPT“ a **smysluplným využíváním AI ve vývoji** je obrovský.
Na tomhle Qeetupu se podíváme na to, jak s AI pracovat **systematicky**:
* jak AI testovat, ladit a dlouhodobě zlepšovat,
* jak mít přehled o tom, co model dělá a proč,
* jak AI zapojit do reálných workflow, ne jen jako chytrý autocomplete,
* a co se změní ve chvíli, kdy nechceš nebo nemůžeš spoléhat jen na cloud a začneš řešit **lokální modely.**
Žádné základy. Žádné „co je to LLM“.
Tohle je **meetup pro vývojáře**.
**Testování, evaluace a monitoring LLM agentů**
LLM agenti dokážou řešit komplexní úlohy, ale bez správných nástrojů je těžké jim skutečně důvěřovat. Přednáška představí LangSmith jako platformu pro zajištění kvality, spolehlivosti a transparentnosti LLM agentů. Ukážeme si, jak pomocí testování, evaluací a observability zkrátit vývojový cyklus a bezpečně nasazovat AI aplikace do produkce.
**Nebojme se malých modelů!**
SLM: mýty, realita a praxe, aneb nebojme se malých (lokálních) modelů, kdy dává smysl provozovat SLM, jaké mají reálné limity a výhody oproti cloudovým LLM a jaké use-casy už dnes fungují v praxi. No BS, s konkrétními zkušenostmi a doporučeními.
**Kdo bude mluvit?**
🎤 **[Petr Malík](https://www.linkedin.com/in/petr-malik/)** – Team leader, [Qest technologies](https://www.linkedin.com/company/qest-technologies/posts/?feedView=all)
🎤 **[Daniel Čupak](https://www.linkedin.com/in/daniel-cupak-prague/)** – Head of data, [Qest technologies](https://www.linkedin.com/company/qest-technologies/posts/?feedView=all)
**Pro koho meetup je?**
* Pro devy, kteří už AI používají a naráží na její limity.
* Pro lidi, co chtějí jít za hranici promptů a „one-shot odpovědí“.
* Pro týmy, které řeší, jak AI používat dlouhodobě, opakovaně a kontrolovaně.
* Pro každého, koho zajímá, **kdy dává smysl lokální LLM a kdy ne.**
Computer Graphics Meetup: The Render Strikes Back
CZ: Již druhá akce z nové série meetupů!
EN: The second event from a new series of meetups!
18:30 **Přivítání a úvod/Welcome and introduction** *(Ondřej Smrž/Martin Kahoun)*
18:40 **Tech Art v Blenderu: Game Dev a něco navíc/Tech Art in Blender: Game Dev and Beyond** *(Miroslav Horváth - PLAYERUNKNOWN Productions)*
CZ: Praktický přehled tech artu v Blenderu se zaměřením na vývoj her – od tvorby obsahu pro rozsáhlé otevřené světy a procedurální generování až po automatizovanou kontrolu kvality herních assetů (QA) a nástroje pro art pipeline. Probereme také přístupy k vyhodnocování výstupů generovaných pomocí ML a odhalování generativních artefaktů a ukážeme, jak Blender zvládne i „divné“ ne-umělecké projekty – například vizualizaci distribuce prvočísel nebo vizualizaci a analýzu sociálních sítí.
EN: A practical overview of tech art in Blender focused on game development—from creating content for large open worlds and procedural generation to automated game asset QA and art pipeline tools. We’ll also cover approaches for evaluating ML-generated outputs and catching generation artifacts, and show how Blender can handle “weird” non-art projects too—like prime distribution visualization or social network visualization and analysis.
19:40 **Fluid Simulation in Computer Graphics/Simulace Tekutin v Počítačové Grafice** *(Tomáš Skřivan - SideFX Software)*
CZ: V této přednášce se podíváme na základy simulace tekutin v počítačové grafice a ukážeme, jak vytvořit fyzikálně věrohodné simulace ohně, kouře, vody, písku a sněhu. Prozkoumáme tři hlavní přístupy, metody založené na mřížce, na částicích a hybridní metody, přičemž zdůrazníme silné a slabé stránky každé z nich. Také se krátce podíváme na matematický popis tekutin na kterém tyto metody staví a ukážeme, jak slavné Navier-Stokesovy rovnice jsou v podstatě jen Newtonovým druhým pohybovým zákonem. Celá přednáška bude ilustrována konkrétními simulacemi vytvořenými v programu Houdini od SideFX.
EN: In this talk we will explore the fundamentals of fluid simulation in computer graphics, show how to create physically plausible simulations of fire, smoke, water, sand, and snow. We examine the three main approaches, grid-based, particle-based, and hybrid methods, highlighting the strengths and weaknesses of each. We also take a brief look at the underlying mathematics, showing how the famous Navier-Stokes equations are essentially Newton's second law of motion. The journey through fluid simulation will be illustrated with concrete examples created in SideFX's Houdini.
20:30 - 21:00 Ukončení akce a přesunutí do blízké restaurace / End of the event and move to a nearby restaurant
Originál Formanka https://maps.app.goo.gl/QUE5cnqsJ2vankJk8
Taking Back Control in Atlassian
Control & Clarity in Atlassian
Platform direction, admin sanity, and real-world planning
Atlassian is evolving fast — new platform concepts, new ways of organizing work, and increasing complexity for admins and teams. At the same time, many organizations are struggling with very practical questions:
How do we stay in control? How do we keep things tidy and manageable? And how do we plan realistically as teams and environments grow?
At this Atlassian Community Event in Prague, we’ll bring together Atlassian insights, partner experience, and real customer examples to explore how teams are navigating change — and what actually works in practice.
🎤 Agenda & Speakers
Service Collection: Platform Direction & What’s Coming Next
Darryl LeeSolutions Engineer, Atlassian
Darryl will give a high-level introduction to Service Collection — what it is, why Atlassian is investing in it, and what it means for existing customers.
The session will also include a look at the roadmap and upcoming changes, helping attendees better understand where the Atlassian platform is heading and how to prepare for it.
Atlassian Cloud and the Loss of Control
Ed LetifovTechTime Initiative Group Limited
Sometimes it feels like too much is happening in Atlassian — too fast, with too little visibility. User identities, access, and numbers stop making sense, and admins are left feeling overwhelmed.
In this talk, Ed will share real approaches implemented by TechTime’s customers to organize user identities in Atlassian Cloud, reduce chaos, make data consistent, and ultimately lower admin stress. A practical session focused on regaining control and clarity.
When Estimation Breaks: Collaborative Planning in Jira at Scale
Maria MelnikCTO, Teamlead
Jira’s estimation model assumes one person owns one issue. In real teams, work is collaborative — and that’s where estimation starts to fall apart.
Subtasks, custom fields, and manual roll-ups can help, but they often create noise, overhead, and unreliable data for admins.
This session explores how teams handle collaborative estimation in Jira today, where native approaches hit their limits, and what practical patterns partners use to restore clarity. A real-world discussion focused on reducing admin effort and making planning data usable again.
Understanding Team Capacity in Jira: Native Features vs. Real-World Usage
Ostap ZaishlyiSenior Product Manager, Reliex
Jira offers multiple native ways to view workload and capacity — boards, calendars, and Jira Plans — but how well do these tools work as complexity grows?
Using a real customer example, this session explores:
What Jira’s native features can (and can’t) tell you
Where teams typically hit limitations
How add-ons like ActivityTimeline are used to complement Jira and gain clearer visibility into workloads, availability, and constraints — enabling better planning decisions in real-life scenarios
🤝 Networking & Catering
As always, the event will conclude with networking, food, and drinks — a great opportunity to:
Connect with fellow Atlassian users, admins, and partners
Ask follow-up questions to the speakers
Share experiences and challenges in an informal setting
Whether you’re an admin, a team lead, or simply curious about where Atlassian is heading, this event is designed to give you clarity, perspective, and practical takeaways.
We’re looking forward to seeing you!
Agenda
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Speakers
Ed Letifov - TechTime Initiative Group Limited
Ostap Zaishlyi - Reliex (Senior Product Manager)
Ostap kieruje zespołem odpowiedzialnym za aplikację ActivityTimeline dla Jira. Dzięki ponad sześciu latom pracy w świecie Atlassian on i jego zespół wyrobili sobie markę, tworząc wyjątkową aplikację do organizowania obciążenia pracą i śledzenia czasu. ActivityTimeline stała się jedną z najlepiej sprzedających się aplikacji na Atlassian Marketplace w kategoriach Planowanie i śledzenie czasu.
Darryl Lee - Atlassian (Solutions Engineer)
Darryl Lee is a passionate Solutions Engineer at Atlassian, based in Amsterdam, Netherlands.
Darryl combines technical expertise with a strategic approach to help organizations unlock the full potential of Atlassian's suite of tools. With a keen focus on delivering value-driven solutions, Darryl excels in crafting compelling demonstrations and engaging with stakeholders…
Maria Melnik - Teamlead
Maria leads engineering and product architecture at Teamlead, overseeing the development and evolution of several Atlassian Cloud apps. Her focus is on long-term maintainability, security, and building solutions that scale without becoming operational liabilities.
Moderators
Julia Skoursky - Refined
As a seasoned Partner Manager at Refined, with over 5 years in the Atlassian ecosystem and a rich background in IT business development and partnership management, Julia is dedicated to fostering strong, mutually beneficial relationships with Refined partners.
Beyond her professional expertise, Julia has a background in psychology and her qualification as a psychotherapist equip her with…
Tomasz Smolinski - SentinelOne (Staff Process and Tools Engineer)
Hosted By
Julia Skoursky, Partner Manager
As a seasoned Partner Manager at Refined, with over 5 years in the Atlassian ecosystem and a rich background in IT business development and partnership management, Julia is dedicated to fostering strong, mutually beneficial relationships with Refined partners.
Beyond her professional expertise, Julia has a background in psychology and her qualification as a psychotherapist equip her with a unique perspective and a genuine passion for understanding people's stories. She is known for being an attentive listener, always eager to learn about others.
Tomasz Smoliński, Community Champion
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Global Partner
Atlassian (http://atlassian.com)
Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality.
Partners
SentinelOne (https://www.sentinelone.com)
Refined (https://www.refined.com/)
Refined is a site building product integrated with Atlassian Jira and Confluence to make content clear, accessible and actionable. Refined provides the infrastructure to build Atlassian Confluence and Jira content onto your own branded, easy to navigate and customizable site. Core to Refined is a user-friendly system that makes the content and information accessible, engaging and useful to all users.
teamlead (https://teamlead.one)
Teamlead is an Atlassian Gold Partner with 15 years of experience.
We work in Jira ourselves every day and help other teams streamline their workflows — so we know where it falls short.
That’s why we build practical apps like Calendar, Reminder, CRM and EpicTime.
Trusted by teams at Electronic Arts, NASA and Deutsche Bahn over 3,000 other companies around the world.
Reliex (https://reliex.com/)
Reliex is Atlassian Platinum Marketplace Partner that provides Jira tools and add-ons for managing teams and organizing their workflows in the most productive way. We started our way in 2011 and since then have successfully launched three products: Activity Timeline, Find Duplicates and Email Notifications Digest. Our products are already used by 2000+ satisfied teams from Pinterest, Intel, Medtronic, KPMG and other companies around the world.
TechTime Initiative Group Limited (https://www.techtime-initiative.com)
TechTime Initiative Group, established in 2005, is a Gold Atlassian Solution Partner in New Zealand and Australia, and a Silver Atlassian Marketplace Partner with apps sold globally.
TechTime provides Atlassian-specific consultancy to local customers from the government, financial, education, healthcare, and enterprise sectors. Based on the understanding gained through these services, it develops app-based solutions for Atlassian users globally to keep costs under control.
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For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries.
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Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-prague-presents-taking-back-control-in-atlassian/.
Eventos de E-Democracy Cerca de Ti
Conéctate con tu comunidad local de E-Democracy
Humanist Program: Fighting the Efforts to Insert Religion into Public Education
The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event.
Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk.
Our March speakers are Molly Gaines and Zack Parrish, co-organizers of the Secular Education Association:
They will share their story of how a small group of Ohio parents grew into a national organization tracking released-time religious instruction and other church–state issues in public schools. The presentation will cover SEA’s early wins and hard lessons, what we’re seeing nationally right now, and how local advocates can play a meaningful role in protecting public education. Attendees will leave with a clearer understanding of the landscape — and practical ways to get involved.
Going forward our meetings will be hybrid. You can meet us in-person or attend online
Join Zoom Meeting
[https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1)
Meeting ID: 878 3656 4953
Passcode: 760812
One tap mobile
+19292056099,,87836564953#,,,,\*760812# US (New York)
+13017158592,,87836564953#,,,,\*760812# US (Washington DC)
The formal presentation will start at noon
Manic Mondays with Salsamante Dance Academy
Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves.
The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate.
730pm-830pm Bachata Cool Moves
830pm-930pm Salsa On 1 (Beginner/Intermediate)
$15 for One Class
$20 for Both
Free Parking & Plenty of Dance Space.
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
**Abstract**
TBD
**YouTube Link**
TBA
Take Control Of Your Life, Freedom From Negative Thoughts & Irrational Emotions
Feeling down? Sometimes depressed? Can't focus? Negativity & stress? Recent losses? Creativity in career and personal life hindered by mental blocks? Sometimes we never fully recover from traumatic experiences.
Whether it was yesterday, last week or a year ago, traumatic experiences - a loss of a loved one, losing a job, a breakup - can leave you scarred. You talk about it and feel a little better, but it never goes away. After you hang up the phone, it's still there; the sadness, the cloud, the over-thinking, the worry, the guilt. You try to focus, but you're blocked. You try to look forward into new experiences, new relationships but a cloud is hanging over you, casting a shadow on what you once considered a bright, cheerful future.
What happened to your courage? Your strength of character? You're 'why not' attitude? Whoever said 'time heals' must have had a special time machine, because after weeks, months, years, you're wondering - when exactly does that kick in? Sometimes it seems like drinking or drugs are the way to go. But they wear off, and now the problem is still there with added side effects from the drugs.
At this free local Meetup event we will talk about:
* What causes grief, anxiety and depression to become chronic.
* Is it possible to regain your joy and happiness even after traumatic experiences?
* How to break away from negativity and focus on the future
* What are the steps to take to get control of your mind and your emotions?
Learn about a safe, gentle, do-it-yourself counseling that can be done in the comfort of your own home.
Let's explore safe, effective solutions for healing from traumatic experiences.
Be sure to click on the red "Attend" button below to come to the event. We look forward to seeing you there.
This group is sponsored by the Dianetics & Scientology Life Improvement Center.
Code Anywhere by Talking to your Phone
Drake Lundstrom is presenting:
Code Anywhere by Talking to your Phone
Abstract:
Have you heard the trend of people deploying code anywhere from checkout lines to doctors' offices? In this talk, you will learn how to talk to your phone and have an app on Azure to show your friend 5 minutes later. The basic DevOps tools you already know, plus a little bit of AI magic, are all you need!
If you want to follow along, the demo will be in Azure with GitHub Actions and GitHub Copilot, and you can have it set up on your phone by the end of the session. Just come in with an Azure account and a GitHub repo.
Join us for pizza, drinks, and networking @ Improving's office. Doors open at 5:45.
Data & Analytics Wednesday - Google Analytics Alternatives
**Google Analytics Alternatives**
Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday.
Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”.
Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process.
We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer.
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)








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