Information Security

Donderdag **29 januari 2026** is het weer tijd voor onze **Techday**: hét vaste moment waarop we kennis delen, elkaar inspireren en nieuwe ideeën direct in de praktijk brengen. Deze Techday is niet alleen voor developers, maar juist ook voor collega’s uit HR, Sales, Marketing, Operations en andere disciplines. Deze editie pakken we het aan als een **conferentie in het klein**. Drie sprekers, drie verhalen, één middag – *drie verhalen voor de prijs van één*. **Wat kun je verwachten?** • **Idzard** neemt je mee in **Product Goals** Waarom zijn ze zo belangrijk? En waarom zou elke product professional ze moeten kennen (en gebruiken)? • **Dave** laat je ervaren wat **Storytelling** doet Waarom onthouden we verhalen beter dan feiten? En hoe kun je storytelling inzetten in je dagelijkse werk? • **Jeroen** duikt in **Prototyping met AI** Hoe gebruik je AI om sneller ideeën te verkennen, testen en aanscherpen?Alle talks zijn **interactief**: geen achteroverleunen, maar meedoen. Je wordt uitgedaagd om de ideeën **direct toe te passen**, zodat je na afloop niet alleen geïnspireerd bent, maar ook echt iets nieuws kunt.Neem mee: goede zin en je laptop voor het maken van een prototype. **Wanneer:** Donderdag 29 januari 2026 **Wat:** Techday RE – conferentie-editie “Verhalen en beelden” **Voor wie:** Iedereen (!) die nieuwsgierig is en wil leren **Agenda** 14:45 - 15:00 - Inloop 15:00 - 15:45 - Product Goals 15:55 - 16:30 - Storytelling 16:35 - 18:00 - Prototyping met AI 18:00 - 19:00 - Eten We zien je graag op de Techday!

**Context is becoming the missing link that transforms powerful AI models into truly intelligent systems.** In 2026, the next leap in AI comes from understanding *context* \- user intent\, environment\, history\, and goals\. This shift separates generic outputs from meaningful\, real\-world outcomes\. Join this Meetup to explore why context is the foundation of more reliable, human-centered, and transformative AI. We’ll dive into the role of **knowledge graphs** and how they help AI systems make sense of complex information and connect insights the way humans do. **16:30 - Welcome snacks and drinks** #### **17:00 - Talk 1** #### **Why Context Matters in AI – Grounding LLMs** Aniket Mitra will explore how enterprise data captures the *DNA of an organisation*—the what, where, when, who, how, and ultimately the why behind decisions. He will explain why siloed data limits AI-driven decision-making, and how knowledge graphs provide a unified semantic layer that enables trustworthy, AI-powered control towers across the value chain. **Aniket Mitra** – Aniket Mitra is the founder of Computationele Wetenschapsgroep (CW) which is a technology development SME that specialises in designing, building & scaling Knowledge Graphs for enterprise customers across industry verticals like retail, manufacturing & logistics. **17:30 - Talk 2** **Building Trustworthy AI in Regulated Sectors – Moonjelly, Knowledge Graphs, and the Context Layer** Surajeet Bhuinya will share how a dedicated context layer helps AI systems understand how organisations actually work. Using Moonjelly as a practical example, he will show how connecting people, documents, and processes into a living enterprise graph creates context unique to each industry and use case—leading to better decisions, clearer accountability, and real business impact. **Surajeet Bhuinya** – Surajeet Bhuinya is the founder of DataPebbles, a leading Data & AI company in the Netherlands. With 25+ years of IT experience, he operates at the intersection of data, AI, and innovation, building scalable, practical AI systems that deliver measurable business impact. He is also the founder of Moonjelly, a platform that connects people, documents, and processes into a living enterprise graph, enabling teams to understand context, see impact, and act with confidence. **18:00 - Talk 3** **ReviewGraph – Using Knowledge Graphs to Predict Customer Satisfaction and Extract Hidden Insights** Lifeng Han will present ReviewGraph, a graph-based framework that transforms customer reviews into knowledge graphs to predict ratings and uncover hidden insights. He will compare this approach with traditional NLP methods and LLMs, highlighting how knowledge graphs offer strong performance with lower computational cost, greater interpretability, and promising integration with RAG systems. **Lifeng Han** – Researcher, **[4D Picture](https://www.linkedin.com/company/4dpicture/)** Project. Dr. Han has authored 50+ peer-reviewed publications and previously worked at the University of Manchester on Healthcare NLP. His PhD focused on machine translation (ADAPT Centre, DCU, Ireland). **18:30 - 19:30 - Networking, drinks and snack**

Red Hat en First8 Conclusion nodigen je uit voor de **hands-on workshop: Keycloak – "choose your own adventure"**. Datum: donderdag 29 januari 2026 Tijd: 12.00uur - 16.00uur Locatie: [First8 Conclusion](https://www.conclusion.nl/first8/contact), Edisonbaan 15 in Nieuwegein Red Hat en First8 Conclusion organiseren op donderdag 29 januari de **hands-on workshop: Keycloak – "choose your own adventure"**. De workshop bestaat uit 4 tracks, opgesteld vanuit verschillende kennisniveaus en interesses. Nieuw is de track: Keycloak op OpenShift. Stippel je eigen route uit en vind je weg. **Track 1** \- Basic developer track: basis begrippen OAuth2\, hoe beveilig je een front\-end en backend applicatie \(met vue\.js en spring boot\) en aanpassen van themes\. **Track 2** \- Advanced developer track: ontwikkelen plugins en de admin API\. **Track 3** \- Admin track: integreren met social logins \(github\)\, user federation met LDAP\, step\-up authenticatie en custom authentication flows\. **Track 4** \- Keycloak op OpenShift: In deze track leer je hoe je Keycloak schaalbaar inzet en beheert op OpenShift met behulp van Operators\. Interessant voor architects\, DevOps\-teams en securityspecialisten die applicaties op OpenShift willen beveiligen\. Na een korte introductie gaan de deelnemers zelf aan de slag met een aantal opdrachten in de tracks. Het kennisniveau van de deelnemers kan verschillen, hier houden we rekening mee. Ieder kan op zijn / haar eigen niveau aan de slag. Meer info / aanmelden: https://keycloak-workshop.conclusionevents.nl/

Hi✋ At[ Data Tribes ](https://www.datatribes.nl/)we organise Meetups because we truly care about sharing knowledge both inside and outside the organisation. We believe that it is beneficial to us and to the market as a whole to connect, create, learn and grow together! **The agenda** // Doors open 6.00pm // Drinks and Pizza’s 6.30pm // Start presentations 7.00pm // **Longhow Lam Snowflake Intelligence — Enterprise AI Agent** // Start networking 9.00pm // End Meetup 9.30pm Greetings, Data Tribes Inc.

(Dutch text below) **Bitcoin Eat & Meet with one of the founders of Bitcoin Jungle in Costa Rica - Thursday, January 29** **Time:** Starting at 17:30 **Location:** Foodhall Arnhem, Rijnkade 49 Hans Beunk is one of the founders of [Bitcoin Jungle in Costa Rica](https://www.bitcoinjungle.app/). In this circular bitcoin economy, you can pay with bitcoin at more than 100 locations. Listen to Hans's fascinating experiences, discover the similarities and differences with Arnhem Bitcoinstad, and ask your questions! All of this while enjoying a delicious lunch in the Foodhall. **Warning:** Do not use the QR codes on the tables at the Foodhall, as they do not include a bitcoin payment option. Please go to the bar and food stands to order your food/drinks and pay on the spot with your lightning wallet. About half of the food stands accept bitcoin, which you can recognize by the bitcoin sticker. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- (In Dutch:) **Bitcoin Eat & Meet met één van de oprichters van Bitcoin Jungle in Costa Rica - Donderdag 29 januari** **Tijd:** Vanaf 17:30 **Locatie:** Foodhall Arnhem, Rijnkade 49 Hans Beunk is één van de oprichters van Bitcoin Jungle in Costa Rica. In deze circulaire bitcoin-economie kun je op meer dan 100 locaties met bitcoin betalen. Luister naar de boeiende ervaringen van Hans, ontdek de overeenkomsten en verschillen met Arnhem Bitcoinstad, en stel je vragen! Dit alles onder het genot van een lekkere lunch in de Foodhall. **Waarschuwing:** Maak *geen* gebruik van de QR-codes op de tafels bij de Foodhall, omdat daar geen bitcoin betaaloptie bij zit. Loop even naar de bar en foodstands om je eten/drinken te bestellen en betaal ter plekke met je lightning wallet. Ongeveer de helft van de foodstands accepteert bitcoin, je kunt dit herkennen aan de bitcoin sticker.

**ArnhemJUG** We are excited to announce the first meetup of 2026. We are welcomed by OpenValue Arnhem for the January meetup! **Agenda** * 17:00 CET walk-in * 17:30 – 18:30 Food and drinks * 18:30 – 19:30 talk: **Bigger Unit Tests are Better - why small unit test classes will slow you down** by **Peter Schuler** * 19:30 – 19:45 break * 19:45 – 20:45 talk: **Creating effective and objective architectural decision records** by **Piet van Dongen** * 20:45 – 21:30 drinks **Bigger Unit Tests are Better - why small unit test classes will slow you down** Do you take care that every class in your system has a separate unit test class? Are you a proud Test-First advocate? A code coverage evangelist? Are you the Sonar police in your team? Do you take pride in knowing all the quirks of your mocking framework? Then this session might be a cold shower for you. You will see how the general approach to unit testing might harm your flexibility. But a few simple changes in your approach will make your life better, your coding faster, your refactoring easier and your understanding of the business requirements stronger. In this presentation, you will learn new strategies that will help you make your unit tests bigger. First, guided by clear code examples, we will look at why having many small test classes may harm you. Secondly, you will understand why making the tests bigger is such an important improvement. And lastly, you will learn techniques and tricks that will help make your unit tests bigger. **About Peter Schuler** Peter is a lifelong Java developer with a passion for TDD and code quality. Lately he has become a Java community lead for the Rabobank as a side hustle. In his off time, he likes to work in the garden or goes for a short run. **Creating effective and objective architectural decision records** Documenting decisions is like eating your veggies as a kid: they keep telling you it’s good for you, but you just hate doing it. Architectural Decision Records (ADRs) to the rescue! ADRs are perfect for just-in-time, just-enough documentation for engineering teams and organizations. During this session, you will learn how to make architectural decisions effectively and objectively by: * Learning the structure of a good ADR (no more walls of text that nobody reads anyway!) * Practicing how to turn subjective choices into objective ones (no more pros and cons lists and tribal conflicts!) * Creating editable diagrams, fast (no more spending hours wrestling tools that your collaborators don’t know how to use!) * Collaborating quickly with technical and non-technical stakeholders (no more hours of Tower of Babel meetings!) * Reporting the decision using effective language and fit-for-audience diagrams (no more writing reports that end up unread in drawers!) Do you want to learn how to facilitate good decision making without spending weeks looking for consent? Then join this session and you will walk away a better software architecture decision facilitator. **About Piet van Dongen** Piet van Dongen is a senior software architect and engineering consultant at OpenValue, helping organizations solve complex technology challenges through effective software practices. With expertise spanning architecture, engineering, and education, he delivers practical solutions focused on resilient architectures and short development cycles. Known for his calm demeanor under pressure and strategic use of humor, Piet has guided clients through large-scale transformations, trained architects and engineers, and built an extensive professional network across the European tech community as organizer of the Dutch iSAQB Software Architecture Community and former leader of the Dutch AWS User Group. A regular speaker at international conferences including AWS re:Invent, DevOpsDays, Codemotion, and Devoxx, Piet shares insights on effective software architecture practices, cloud migrations, and resilience engineering, with a blend of technical depth and engaging humor. His pragmatic approach combines technical expertise with business acumen, enabling teams to successfully adopt modern software architecture and engineering practices and DevOps methodologies. Whether consulting, speaking, or training, Piet partners with organizations to deliver tangible value and navigate their software delivery journeys with confidence.

Join us for some focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://www.shutupwrite.com). **Other Important Details:** WiFi name/password: [PLEASE INCLUDE DETAILS] Travel / Parking info: [PLEASE INCLUDE DETAILS]

We’re heading into the south eastern Veluwe for a stunning scenic route that stays wonderfully quiet and almost deserted for a big part of the way, before building up to a truly spectacular grand finale! After around 6 km we reach the mysterious “Altar of the Loenermark” (Altaar van de Loenermark). I have no idea what it is, so we’ll discover it together. From there we continue through the beautiful heather and forest landscapes of Loenermark, one of those places where the Veluwe feels wide, wild, and open. Next we pass one of the quirkiest monuments in the Netherlands: the Ijkbasis Loenermark 1957–2007, a tribute to the calibration of measurement instruments from the past. The calibration itself might not sound exciting, but the location absolutely is, right in the middle of wide open heather, with big skies and that endless Veluwe feeling. It also marks about 11 km into the hike, a perfect spot to take our lunch break. After lunch we walk straight through the iconic National Park Veluwezoom, famous for its rolling grasslands and its fluffy semi wild cows. To finish in style, we end at Paviljoen De Posbank for a well earned snack or drink with a view over what many call the most spectacular heather of the Netherlands, complete with rolling hills. From there we head down towards Rheden, where you can easily catch the train or bus home. This is not a loop hike! **📍When and where to meet?** We’ll meet at 10h at busstop Loenen, Leeuwenbergweg. https://maps.app.goo.gl/LC3nNJQo57B5NnSy8 We are leaving a bit earlier otherwise we will find Paviljoen Posbank closed, which would be very sad. ⏰ We **start walking a few minutes after meeting up** — we don’t wait for latecomers, as the forest calls and daylight is short this time of year. **🚗 Coming by car?** This is not a loop hike. If you park in Loenen, you’ll need to make your own way back from Rheden afterwards. **⏸️ Planned Breaks** After **11 km**: Lunch break at **Ijkbasis Loenermark** (bring your packed lunch, this spot is truly in the middle of nowhere) **20 min** [https://maps.app.goo.gl/S5vAEpadAJs93ZrC7](https://maps.app.goo.gl/S5vAEpadAJs93ZrC7) After **19 km**: Snack or drink at **Paviljoen De Posbank** [https://maps.app.goo.gl/wowuqj3sRY5hcid37](https://maps.app.goo.gl/wowuqj3sRY5hcid37) **💸 Payment** Please pay as soon as you sign up: To keep things fair for everyone, if we don’t receive your payment within 48 hours, we will need to remove you from the participant list. If there’s a waiting list, this will happen sooner (in less than 48 hours). If that happens, no worries — you’re always welcome to sign up again if there’s space. 🌟 Early Bird Deal! Join now for just €4 — available for 3 days (72h). After that, the price will be €5. https://tikkie.me/pay/59muhp2djpv45gc6hgh6 **👟 Good to know** * Refund policy: Cancellations are fully refundable up to 1 week before the event (This is Friday 23 January at 23h59). After this period, the fee becomes non-refundable. * Hike difficulty: Our hikes are moderately challenging. Please only join if you’re confident you can keep up with the group’s pace (5 km/ h)— it’s more fun for everyone when we can walk together without long waits. * If the pace is too challenging: We may kindly suggest you continue at your own pace. We’ll give you clear directions to the nearest bus or train so you can return comfortably. * At your own risk: You participate at your own risk, so please make sure you have appropriate insurance coverage for outdoor activities. * Payment note: With Tikkie we only see initials (e.g., J. Doe instead of John Doe). Please include your Meetup name in the payment note so we can match it easily. * Friends joining: If you bring a friend, make sure they also register and pay. * What to bring: Snacks, lunch, and water/ or hot thee/ coffee. * Stay connected: Join our WhatsApp group to be the first to hear about future hikes — ask for the QR code during the hike. * T-shirts: Fairwear-certified organic cotton, eco-friendly inks — €25. Sustainable, odor-resistant, and perfect for hiking. Let us know your size and we’ll bring one for you.

Ben jij gefascineerd door de wereld van hacking en cybersecurity? Goed nieuws! Wat ooit een exclusieve serie workshops was voor studenten van NOVI, is nu toegankelijk voor iedereen met een passie voor hacking. 🚀 **Hack Friday** is jouw wekelijkse dosis cybersecurity praktijk. Elke vrijdagochtend duiken we samen in de diepe, duistere wereld van een nieuwe machine of challenge, onder de deskundige begeleiding van een van de cybersecurity experts van NOVI. Het is de perfecte manier om je skills te testen, te verbeteren en iets nieuws te leren in een vriendelijke en ondersteunende omgeving. 🛠️💻 ### Wat heb je nodig? * **Een werkende Kali Linux installatie**: Zorg dat je klaar bent om de uitdaging aan te gaan met je eigen Kali Linux setup. * **Een nieuwsgierige geest**: Heb je zin om te leren en uitgedaagd te worden? Dan pas je perfect in onze Hack Friday! ### Waarom meedoen? * **Leer van de besten**: Onze cybersecurity experts staan klaar om hun kennis te delen en je door de challenges te begeleiden. * **Wekelijkse uitdagingen**: Elke week bieden we een nieuwe machine of challenge aan, zodat je je vaardigheden kunt blijven ontwikkelen. * **Ontmoet gelijkgestemden**: Sluit je aan bij een community van enthousiaste hackers en cybersecurity professionals. ### Details: * **Wanneer**: Elke vrijdagochtend * **Waar**: op locatie in Utrecht * **Voor wie**: Iedereen met een interesse in hacking en cybersecurity, van beginners tot gevorderden. Ben je klaar om je hacking skills naar een hoger niveau te tillen en deel uit te maken van onze groeiende community? Sluit je dan aan bij Hack Friday en daag jezelf elke week uit met nieuwe en spannende cybersecurity avonturen! 🌟🔒 Registreer nu en laat zien wat je in huis hebt! Wij kunnen niet wachten om je te ontmoeten.

OPA programmeert in 2026 rond een positieve toekomst waarin mens, natuur en techniek elkaar versterken: DARE. Voor OPA staat DARE voor Solar Punk, de hoopvolle tegenhanger van cyberpunk: een praktische ontwerpvisie die aansluit bij wie we zijn als platform dat ontmoeting, inspiratie en samenwerking organiseert. Tijdens de Arnhemse Uitnacht 2026 trappen we ons nieuwe jaarprogramma af met een nieuwe editie van **Bring Your Own Beamer** in de **Eusebiuskerk.** Dit jaar delen wij de Eusebius met Mode Partners 025. Naast toffe videokunst, gebeurt er dus ook van alles op gebied van mode. De afgelopen edities van BYOB trokken ruim 3000 bezoekers.

**Online 1-hour women’s circle** ✨ Offered on a donation basis, give what feels right for you. This is a gentle online gathering for women to slow down, reconnect with themselves, and share space with others in a supportive and non-judgmental way. On Sunday evening, we come together to soften the transition into a new week, creating a moment to pause, reflect, and be present. During this 1-hour session, we will move through: * a guided meditation to arrive and settle into the body * a journaling practice to connect with what is alive within you * a sharing circle, where you are welcome to speak or simply listen No previous experience with meditation, journaling, or sharing circles is needed. You are welcome exactly as you are. This is a space where every question, every feeling, and every story is met with care — a space to be witnessed, and to witness other women, with openness, respect, and presence. You can join from the comfort of your home and participate in the way that feels right for you. 🕊 Please have a notebook and pen nearby, and find a quiet, comfortable space where you can be undisturbed for the hour. ✨ Reminder: This event runs on a **donation basis**, so please give what feels right for you.

Join us for our first event of 2026! **DESIGN REIMAGINED UTRECHT** returns for an exciting evening dedicated to the evolving intersection of artificial intelligence, design, and technical collaboration. Hosted by the University of Applied Sciences Utrecht, this session is a must-attend for UX professionals, developers, and product leads looking to navigate the next wave of digital innovation. * **Date:** Thursday, 29 January 2026 * **Time:** 18:00 to 21:00 * **Location:** Hogeschool Utrecht, Padualaan 99, Room 0.011, 3584 CH Utrecht **The Sessions** Prepare for two impactful sessions that explore how AI is reshaping our creative workflows and the technical bridges that connect us: **"Designing AI beyond the Interface"** **[Niomi Consten](https://www.linkedin.com/in/niomiconsten/)** \- Associate Experience Design Director at Monks **"The bridge between designers, developers and AI"** **[Hernani Fernandes](https://www.linkedin.com/in/hernani-fernandes/)** \- Senior UX/UI and Software Developer at Xebia Come and network with fellow design and tech enthusiasts to gain actionable insights from industry leaders at Monks and Xebia as we kick off a new year of innovation!

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **This is a curated, small-group meetup make new friends in Utrecht.** Each meetup brings together 4–6 like-minded people for casual conversations over coffee. We use the Groupvibe platform to organize and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com](https://groupvibe.com) Once you register, and **buy a ticket or become a Groupvibe member**, we’ll share the exact location and match you with your group. **Why this works:** \* Smaller groups make real conversations easier \* Matching helps avoid awkward dynamics **Note:** RSVPs here on Meetup don’t reflect total attendance. Many attendees register directly via our website. This meetup is organized by **Groupvibe**, a small team passionate about helping people form meaningful friendships offline.

OWASP is ending use of Meetup, so I built an eventbrite for the event. https://www.eventbrite.com/e/ai-development-risk-case-studies-and-how-agentic-ai-is-the-future-of-appsec-tickets-1981450622150?aff=oddtdtcreator AI is transforming how software is designed, developed, and deployed, dramatically accelerating velocity while introducing new categories of risk. As organizations adopt AI-assisted coding, autonomous agents, and increasingly complex model interactions, traditional application security approaches struggle to keep pace. This talk examines emerging AI-driven risks through real case studies from the field, highlighting issues such as insecure code generation, data-leakage pathways, model manipulation, and evolving supply-chain threats. We will explore how engineering teams must adapt their people, processes, and governance models to secure AI-augmented development workflows effectively. The session will then introduce agentic AI as the next evolution in application security—autonomous systems capable of continuous analysis, multi-step reasoning, and real-time remediation. Attendees will learn how combining agentic AI with modern practices can reduce developer friction, improve coverage, and create a future-ready application security strategy designed for the demands of AI-native software development

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

**Important note about the retirement of the OWASP Meetup platform** Fellow OWASP Toronto members, We are making an important announcement regarding an upcoming transition. The OWASP Foundation has announced that they will be retiring their Meetup Pro subscription effective January 31, 2026: https://owasp.org/blog/2026/01/13/retiring-meetup.html This means that our OWASP Toronto Meetup group may be removed in the coming days. We understand this may be short notice, so we want to make this announcement before we lose access. You are an important part of our chapter community. Many attendees I have spoken to have discovered OWASP Toronto via Meetup. To continue engaging with the community while using a platform that enables discoverability, we will moving to the [Evenbrite](https://owasp-toronto-chapter.eventbrite.com/) for publishing our events. You can continue to follow us via our [Google Group mailing list](https://groups.google.com/a/owasp.org/g/toronto-chapter), our [Chapter page](https://owasp.org/www-chapter-toronto/), our [LinkedIn group](https://www.linkedin.com/showcase/owasp-toronto-chapter/), our [YouTube channel](https://www.youtube.com/channel/UCqmBl-u_4cOEiH3OXWE3sPg), our Slack channel ([#owasp-toronto-chapter](https://owasp.slack.com/archives/C075DRCB1PZ), does not require an OWASP membership), as well as on our new [Discord channel](https://discord.gg/eg3upJ6N). We have an amazing event with 2 presentations planned for February 12, hosted once again by our friends at Security Compass. Please stay tuned! Sincerely, Yuk Fai Chan OWASP Toronto Chapter

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!