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Discover all the data management events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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Data Management Events Today

Join in-person Data Management events happening right now

Observability Sidequests, AI prompt workflows and debugging Kubernetes Clusters
Observability Sidequests, AI prompt workflows and debugging Kubernetes Clusters
Join us for presentations, snacks, and discussion! This time around we have an agenda of monitoring topics on the complete opposite spectrum. We'll talk about pure hobbyist monitoring topics, AI prompt based workflows and debugging your production Kubernetes clusters when they are on fire. **Special thanks to Nokia and Mark Prosser for hosting us at their downtown office.** **Agenda:** 6:00-6:15 PM: Arrivals and introductions 6:15-6:35 PM: Observability Sidequests 6:35-6:40 PM: Q&A 6:40-7:10 PM: Uh, is this a good idea? Examining the viability of reusable AI prompt-based workflows for developers 7:10-7:15 PM: Q&A 7:15-7:35 PM: Debugging your Kubernetes Cluster when it's on fire. 7:35-7:40 PM: Q&A 7:40-8:00 PM: Q&A, networking and wrap up **Talk 1: Observability Sidequests! - Eldin from Grafana** Eldin will demo some of his personal use dashboards, like monitoring his 3D printer and household CO2 and temperature sensors. **Eldin** helps people make sense of their systems through better observability. He's spent years in support, services, and advisory roles, so he knows what it really takes to make tech work in the real world. These days, he's all about helping teams solve modern observability challenges and systems that actually make life easier. **Talk 2: Uh, is this a good idea? Examining the viability of reusable AI prompt-based workflows for developers - Adriana - Dynatrace** It’s tempting to throw AI onto everything we do these days. But do we have to? Can we be lazy enough to tell our AI assistant to set up our local developer tooling for us with just some well-constructed prompts, without having to rely on our platform engineering friends? Can we achieve the Star Trek dream of saying, “Computer, run level 10 diagnostic.” and the computer would just know? And could it be repeatable and shareable? This talk explores the developer's journey of creating a natural-language, reusable prompt-based workflow with Block's Codename Goose to provision a local development environment. Attendees will learn about: \* MCP and Goose \* The target demo workflow \* Challenges faced, and key takeaways Attendees will also come away with an understanding of the possibilities and limits of creating reusable prompt-based workflows, answering the question: can developers self-provision tools using natural language? And just because they CAN, SHOULD THEY? **Adriana Villela** is a blogger, host of the Geeking Out podcast, CNCF Ambassador, and maintainer of the OpenTelemetry End User SIG. By day, she focuses on Observability and OpenTelemetry, as a Principal Developer Advocate at Dynatrace. By night, she climbs walls. She also loves capybaras, because they make her happy. **Talk 3: Debugging your Kubernetes Cluster when it's on fire - Nikola Grcevski - Grafana** Imagine you have a Kubernetes cluster that’s hosting some number of services, perhaps these services are written in different programming languages, perhaps there are some databases in the cluster too. Now, imagine that this cluster is intermittently experiencing errors and it’s not easy to tell what’s going on. In this talk I will show you how you can add detailed telemetry immediately to a problematic production environment cluster, without any changes to your existing cluster configuration or applications, with the new OpenTelemetry eBPF Instrumentation project. We’ll show you how you’ll be able to get insights into what’s wrong with your cluster or services, by leveraging on-demand distributed traces and connectivity graphs, even if it’s the first time you have heard the term OpenTelemetry. **Nikola Grcevski** has worked as a software engineer for more than 20 years, mostly in the field of compilers, managed runtimes and performance optimization. Most recently he's working on low level application instrumentation with eBPF at Grafana Labs.
Casual Get Together @ 6:30 p.m. February 9, 2026
Casual Get Together @ 6:30 p.m. February 9, 2026
| February 9, 2026 | | ---------------- | | Send me an email to let me know you are joining us at: | pcalleri@thegaap\.net \| **The CPA Toronto Accounting Group Presents a Casual Get Together** for a few of us to get together, network, learn, have a few laughs, share ideas, make new friends. become more successful etc. I will put a very casual agenda together, but the goal is having a good time. I tried to find a venue that is easy to get to. It is near the 401 and DVP. We will meet at: Swiss Chalet **[Address](https://www.google.ca/search?sca_esv=197713b87bf2beb1&sca_upv=1&sxsrf=ADLYWIKmSo8ztb94J6BUHqec-EeQUWwHRw:1725296229930&q=the+queens+head+pub+scarborough+address&ludocid=4250126838100046784&sa=X&ved=2ahUKEwiS46qn3aSIAxUS5ckDHbw5GJQQ6BN6BAgrEAI):** 2555 Victoria Park Ave, Scarborough Our reservation is made under Paul. I look forward to seeing you. PS Seats are limited, let me know you are attending; quickly. Send me an email to let me know you are joining us. pcalleri@thegaap.net Sincerely yours, Paul Calleri, Founder of TheGAAP.net, TheGAAP.netCareers, and the CPA Toronto Accounting Group
【For English speakers】Let’s mingle with language exchange🌎✨
【For English speakers】Let’s mingle with language exchange🌎✨
Thank you for your interest in 101 Canada Mingle 🇨🇦✨ This group was founded in January 2026 and hosts language exchange events every Monday or Tuesday. This event is a Language Exchange 🔄 where you can enjoy learning Japanese and English through fun worksheets. Beginners are more than welcome ☺️You can practice conversation in a relaxed and friendly atmosphere 🙌 ⏰ Date & Time: Monday\, February 9 \| 6:00 PM – 8:00 PM 📍 Location: Formocha (near Eglinton St) 55 Eglinton Ave E, Toronto, ON M4P 1G8 💰 Fee: $5 (+ one drink order per person at the café) ※ Please note that photos and videos taken during the event may be shared on social media 📸🌟 **💳 Payment** The participation fee must be paid **in advance**. 🚫 Cancellation Policy Due to preparation requirements, same-day cancellations are not permitted. If unavoidable, please notify us as early as possible, preferably by the day before. Thank you for your understanding and cooperation. If you have any questions, feel free to send us a DM on Instagram 📩 [@101.canadamingle](https://www.instagram.com/101.canadamingle?igsh=ZjVtb3Jscjc0anhx)
Sales Toronto
Sales Toronto
\#\# Details \*\*This is a paid event, please register via our Luma Page. You need to have a ticket in order to attend this event: https://luma.com/sales-toronto-feb-9-2026 **Join TechTO for engaging conversations with leaders in tech and sales** Sales Toronto is the ultimate gathering for founders, sales leaders, and ambitious professionals who want to elevate their sales game, drive revenue, and build high-performing teams. This event goes beyond theory - it’s about sharing real stories, practical strategies, and proven tactics from people who have been in the trenches and come out stronger. You’ll hear from top sales experts, fast-growing startup founders, and seasoned executives on topics like scaling outbound strategies, closing bigger deals, building resilient teams, and navigating the evolving B2B sales landscape. TechTO is more than just great content, it’s a community. Expect plenty of networking opportunities to meet like-minded peers, exchange ideas, and spark collaborations that could take your business or career to the next level. **Featured speakers:** [Kirsten Schmidtke](https://www.linkedin.com/in/kirstenschmidtke/), Founder and Sales Coach of [Kirsten Schmidtke Coaching & Consulting](https://www.kirstenschmidtke.com/) [Paul Griffin](https://www.linkedin.com/in/griffinpaulm/), CEO & Co-Founder at[ The Sales Factory](https://www.thesalesfactory.com/) **More speakers will be announced soon! Stay tuned!**
【日本人の方専用】Let’s mingle with language exchange🌎✨
【日本人の方専用】Let’s mingle with language exchange🌎✨
※English part below 101 Canadamingleに興味をお持ちいただきありがとうございます🇨🇦✨ このグループは 2026年1月に結成され、毎週月曜日または火曜日に言語交換イベントを開催しています。 今回のイベントは"Language Exchange"🔄ワークシートを通して、日本語と英語を楽しく学びましょう!初心者の方も大歓迎です☺️リラックスした雰囲気の中で、楽しく会話練習ができます🙌 ⏰日時:2月9日(月) 18:00~20:00 📍場所:Formocha (Eglinton St 近く) 55 Eglinton Ave E, Toronto, ON M4P 1G8 💰参加費:$5(+カフェでの1人1オーダー必須) ※当日撮影した写真・動画はSNSに掲載させていただきます📸🌟 **💳お支払いについて** 参加費は\*\*【事前支払い】\*\*をお願いしています。 🚫キャンセルについて 準備の都合上、当日キャンセルはご遠慮ください。 やむを得ない場合は、できるだけ前日までにご連絡をお願いいたします。 皆さまのご理解とご協力をよろしくお願いいたします。 ご質問がありましたら、下記の Instagram までお気軽にDMください📩 [@101.canadamingle](https://www.instagram.com/101.canadamingle?igsh=ZjVtb3Jscjc0anhx)
D60 Advanced Leadership Toastmasters
D60 Advanced Leadership Toastmasters
D60 Advanced Leadership Toastmasters is dedicated to exploring the many dimensions of leadership and helping members elevate their leadership skills to the next level. This includes in depth evaluations, workshops, debates and presentations. Join us and discover how our club can support your leadership growth by registering for the zoom link and in-person information (close to King subway station) at https://bit.ly/d60alt_mtg.
Pickleball + Contrast Therapy (Markham)
Pickleball + Contrast Therapy (Markham)
# 🎾 Pickleball + Contrast Therapy Afternoon (Markham) **📅 Date & Time:** **Friday, September 19th, 2:00–5:00 PM** **📍 Location:** Athlete Hub – Ronin/MyAthlete.io, **217 Idema Rd., Markham (Steeles & Woodbine)** **💲 Cost:** $25 per player (save $5 with promo code below) *** ### 👋 About the Event Join us for a unique **3-hour sports & recovery experience** at our Markham gym. * **2 hours of Pickleball** (rotating doubles on 2 courts, max 16 players) * **1 hour of Contrast Therapy** (cold plunge + heat cycle, guided recovery) * **Recovery tools throughout the session** — compression boots, red light therapy, and massage guns available during off-court breaks * Don’t want to get paired randomly? No problem — bring a friend and you can play together! This is not just a drop-in — it’s a chance to **play, recover, and connect** with other athletes in the community. *** ### 🏓 Format * 16 players max → 8 per court * Rotating doubles every \~15 minutes * Everyone gets 6–8 matches across 2 hours * While off court → access recovery stations (compression boots, red light, massage gun) * 1-hour contrast therapy block: * Wave 1 (8 players) → Cold plunge → Heat station → Lounge (\~25 min) * Wave 2 (8 players) → Same cycle (\~25 min) * Social hangout in lounge to finish *** ### ✅ What’s Included * Guaranteed pickleball play (2 hours, rotating format) * Pro-style contrast therapy session (cold + heat cycle) * On-court recovery tools during breaks (compression boots, red light, massage guns) * **Towels provided** * Light refreshments *** ### 📌 What to Bring * Paddle (if you have one — extras available) * Court shoes + comfortable clothes * **Bathing suit + toiletries** (for contrast therapy) * Water bottle * **Bring a friend!** If you’d like, you can register with a partner to guarantee you play together during the pickleball rotations. *** ### 💲 How to Register This event is limited to **16 players only**. To confirm your spot: 1. RSVP here on Meetup 2. **Register & pay** on **[MyAthlete.io](https://myathlete.io/org_profile/1757696830905x685739735532699600)** 3. Buy a **Trial** and use promo code **MEETUP20** at checkout to save $5 for your first time. ⚠️ Meetup RSVP alone does *not* guarantee your spot — registration must be completed on MyAthlete.io.

Data Management Events This Week

Discover what is happening in the next few days

TFPUG Feb 2026 Event - Fabric Real Time Intelligence
TFPUG Feb 2026 Event - Fabric Real Time Intelligence
For the event details and registration use the user group event link: [TFPUG Feb 2026 Event - Fabric Real Time Intelligen... - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-Power-BI-User/TFPUG-Feb-2026-Event-Fabric-Real-Time-Intelligence/ev-p/4948482) The RSVP here is not considered a registration and it's just to announce the event to the meetup community. TFPUG Team [Toronto Fabric & Power BI User Group | Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-User-Group/gh-p/TorontoFabricUserGroup) [Toronto Fabric & Power BI User Group | Meetup](https://www.meetup.com/toronto-fabric-user-group/) [Toronto Fabric & Power BI User Group | LinkedIn](https://www.linkedin.com/company/toronto-fabric-user-group/)
KSUG.AI Agentic Swarms for Developer Productivity
KSUG.AI Agentic Swarms for Developer Productivity
Let's learn Agentic AI! Welcome to our [KSUG.AI Americas](https://us1.ksug.ai) meetup! **Latest promotions** discovered by our community! * **50%** off [Linux Foundation](https://gk.ksug.ai/) EXPIRED, [Get Notified](https://ksug.ai/?notify&ref=meet) for next BIG one! * **30%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.* **Volunteers / Sponsors / Speakers:** [KSUG.AI](https://ksug.ai/?ref=meetup) is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 31,000+ Cloud Native + AI enthusiasts globally. [Volunteering](https://volunteer.ksug.ai/), [Submit Topics](https://speaker.ksug.ai/), [Sponsor Us](https://sponsor.ksug.ai/)! 🚀 **Let's be [kubestrong](https://www.linkedin.com/company/kubestrong/)!** 🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ **30%** OFF [#CNCF Certs](https://cka.ksug.ai/) \- code **30K8SUG** ☸ **37%** OFF [#KodeKloud plans](https://ksug.ai/kk/?ref=meet) \- code **K8SUGKK** 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/discount/?ref=meetup)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 [KSUG.AI - KubeSmart & AI User Group](https://linkedin.com/company/k8sug) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meetup)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.
Data in Practice: Building and Leading Data Systems
Data in Practice: Building and Leading Data Systems
Elastic and Toronto Women's Data Group are happy to partner together on a community meetup in Toronto! Hear from two leading data professionals, who will share their insights on the Data/ML field, hard-earned lessons, and what the day-to-day really looks like. Whether you’re looking to learn, considering a pivot or advancing your career, this event is for you! Speakers: \- Jen Smith \- VP Engineering \- Jessica David \- Principal Data Engineer Schedule (subject to change): 6:00 pm - Doors open 6:30 pm - Speaker sessions, Q&A 8:00 pm - Networking/chatting Allies are welcome to attend, with the understanding that these events are focused on spotlighting the career experiences of women. **When:** February 12th 6:00 pm **Location:** 8 Spadina Ave See you there!
Data in Practice: Building and Leading Data Systems
Data in Practice: Building and Leading Data Systems
Join us for learning and networking on Feb 12, 2026 with Toronto Women's Data Group, in downtown Toronto! Hear from two leading data professionals, who will share their insights on the Data/ML field, hard-earned lessons, and what the day-to-day really looks like. Whether you’re looking to learn, considering a pivot or advancing your career, this event is for you! Speakers: \- Jessica David \- Principal Data Engineer \- TBA Schedule (subject to change): 6:00 pm - Doors open 6:30 pm - Speaker sessions, Q&A 8:00 pm - Networking/chatting Shoutout to our sponsors: Index Exchange - https://www.indexexchange.com/ Elastic - https://www.elastic.co/ Allies are welcome to attend, with the understanding that these events are focused on spotlighting the career experiences of women.
Gay men speed dating (Age 25-40)
Gay men speed dating (Age 25-40)
AI Meetup (Feb): GenAI LLMs and Agents with Google
AI Meetup (Feb): GenAI LLMs and Agents with Google
Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026021214) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Toronto. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers. **Speakers/Topics:** \- Gleb Otochkin \(Google\) Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.
a11yTO February social, reflecting on accessibility in 2025
a11yTO February social, reflecting on accessibility in 2025
We are kicking off **2026** with a relaxed, in person **a11yTO** social focused on connection, reflection, and conversation. This is a casual evening with no formal presentation and no slides. The goal is simply to bring the community together, reconnect with familiar faces, meet new people, and share experiences from the past year. As part of the evening, we will offer optional mini lightning prompts for anyone who would like to participate. These are short, three minute reflections focused on looking back at 2025. You might share one accessibility win from last year that truly made a difference, or one thing that did not work and what it taught you. Listening is just as welcome as sharing, and there is no need to prepare anything in advance. Whether you are new to accessibility or have been working in the space for years, everyone is welcome. Register at: [https://tickets.a11yto.com/e/33/a11yto-february-social-reflecting-on-our-accessibility-journey-in-2025](https://tickets.a11yto.com/e/33/a11yto-february-social-reflecting-on-our-accessibility-journey-in-2025)

Data Management Events Near You

Connect with your local Data Management community

Practical Applications of Model Context Protocol (MCP)- Feb 2026 Edition
Practical Applications of Model Context Protocol (MCP)- Feb 2026 Edition
**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)" Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition) **Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data. Attendees will learn practical patterns for implementing MCP in production workflows and applications. Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!
Powering AI with Data Modernization: ETL Using Databricks & Unity Catalog
Powering AI with Data Modernization: ETL Using Databricks & Unity Catalog
**Title**: Powering AI Through Data Modernization: Modernizing ETL with Databricks & Unity Catalog In this session, we will discuss how enterprises are modernizing their data platforms by migrating from legacy ETL tools (such as Informatica and traditional data warehouses) to Databricks Lakehouse architecture, and how Unity Catalog enables enterprise-grade governance, security, and discoverability across data and AI assets. We will start with food and drinks at 6pm and then move into the presentation at 6:30pm. The session will cover: * Why traditional ETL platforms are becoming a bottleneck for scale, cost, and AI adoption * How Databricks changes the data engineering and analytics operating mode * The role of Unity Catalog in centralized governance * How this foundation enables AI and Gene.AI use cases on trusted data * Q&A Our speaker for this event is **Hirenkumar Dholariya**. Hirenkumar Dholariya is a Senior Data Engineering Architect with 18+ years of experience modernizing enterprise data platforms for global Fortune 500 organizations, delivering up to 40% system performance improvement and 20–35% infrastructure cost reduction through large-scale migration from legacy ETL platforms to cloud-native Lakehouse architectures. He specializes in Databricks-based data engineering, Unity Catalog–driven governance, and building scalable, secure, and real-time analytics platforms. He has led multiple enterprise-wide transformations from tools such as Informatica and traditional data warehouses to Databricks, establishing governed data foundations using Unity Catalog and enabling advanced analytics and AI use cases on top of trusted data platforms. His leadership focuses on architecting durable data platforms, enabling teams to move faster with confidence, and translating data and AI investments into measurable business outcomes. *
Learn all things Data Science and Compete on Kaggle
Learn all things Data Science and Compete on Kaggle
We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)
Learn all things Data Science and Compete on Kaggle
Learn all things Data Science and Compete on Kaggle
We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)
Why Context Matters: Streaming Data, Semantic Search, and Agents
Why Context Matters: Streaming Data, Semantic Search, and Agents
We’re excited to bring the community together for an evening of learning and connection. This time, we'll have a community member sharing a use case and, as usual, an Elastic employee sharing their expertise as well. Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security. **Date and Time:** Tuesday, February, 10th from 5:30-7:30 pm EDT **Location:** Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203 **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: "Streaming Context: Powering Semantic Search with Kafka and Elasticsearch", by Sandon Jacobs, Developer Advocate at Confluent * 6:30 pm: Q&A * 6:40 pm: "Agent Builder: Providing Relevant Context for Data Driven Agents", by Joe Gentsch, Senior Solutions Architect at Elastic * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Streaming Context: Powering Semantic Search with Kafka and Elasticsearch"** As the de facto platform for event streaming, we’ve seen how data from Apache Kafka can easily empower basic keyword search. But let's be real, modern semantic search applications need *context* to interpret the real meaning and intent of a user's query. We could wait around for the next batch job to kick off and provide that context... *or* we could serve it up in near real-time right from our data streams. In this talk, we'll discuss how to leverage data streams from Kafka to power much smarter semantic search with Elasticsearch. We’ll follow a simple event from a Kafka topic and see how it transforms into a powerful vector embedding. Then, we’ll see this whole flow in action using a k-Nearest Neighbor search to instantly find similar items in milliseconds. While my code examples will be in Java or Kotlin using the Spring Boot and Spring AI ecosystem, FEAR NOT! The core concepts—getting data into a vector format via a stream—are totally language agnostic. Join us to grab a few practical ideas you can take and use in your next project! **"Agent Builder: Providing Relevant Context for Data Driven Agents"** What are agents? What is context engineering? Join us as we dive into the importance of context engineering for providing relevant information to agents, and how to build grounded agents using Elastic Agent Builder. **Parking:** * The building’s parking garage is operated by Colonial Parking and is located off N. Randolph Street * Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA) * A Metro Station is located across the street
An Evening with David Beabout
An Evening with David Beabout
Join us on **Tuesday, February 10, 2026,** for our next **Loudoun CyberTech Event** at **Honor Brewing Company** at **42604 Trade West Dr, Sterling, VA 20166**! Want a custom name tag to enhance your networking opportunities? Register here and yours will be ready at the door: https://share.hsforms.com/1nxjC-D1RQISSo6DBxjhJ4wdwxz1 Please join us for an evening with **David Beabou**t to explore what success actually looks like in a cyber community! Expect a lively, interactive conversation grounded in real world experience, shared learning, and practical insights. With over 17 years in cybersecurity and national security, **David Beabout** brings a rare blend of operational depth and executive leadership, currently serving as **Deputy Global CISO at NTT Security Holding**s, with prior experience at **Deloitte, Booz Allen**, and **U.S. Army Counterintelligence.** He has advised C-Suite leaders and government partners to rearchitect threat intelligence across 900+ companies worldwide and actively gives back through board service with **NightDragon** and as an advisor to **The Cyber Guild.** Bring your ideas, your perspective, and your energy for an engaging February session! **Agenda** 5:30 Social hour and networking begins 6:00 Welcome 6:15 Conversation with **David Beabout** 7:00 Open Mic & Networking Continues 7:30 Adjourn
NoVABeerSec - Feb 25th @Crooked Run Brewery (Sterling, VA)
NoVABeerSec - Feb 25th @Crooked Run Brewery (Sterling, VA)
The next NoVABeerSec event - "Informal Gathering of Security Minds Over Beer'' will be Wednesday, February 25th, 5:30PM til 7ish at Crooked Run Fermentation (22455 Davis Drive, Sterling, VA ). **BONUS** there is a Senor Ramon Taqueria as part of the brewery; so it will be a “Taco Wednesday” for everyone ;) **Venue for February:** Crooked Run Fermentation (https://crookedrunfermentation.com/sterling-virginia-2/) - Crooked Run Fermentation is a Virginia-based producer of contemporary and traditional beers, coolship sours, natural wines, ciders, and seltzers. Started in 2013 in Leesburg, Virginia, Crooked Run has developed a following for creative and nuanced beverages across a variety of styles, from lagers to IPAs, barrel-aged stouts, sours, and beyond beer. In 2017, we opened our main production facility in Sterling, Virginia, and will open a third location in northeast DC in 2022. Opened in 2017, the Sterling location features a bustling taproom, outdoor biergarten, 10 BBL brewhouse, and best of all, TACOS! Senor Ramon Taqueria offers a full menu of tacos, quesadillas, empanadas, and more. Come relax with 12 beers on tap, weekend live music, and some great food! If you're biking, we're right off the W&OD Trail. **Additional Info:** We are an inclusive group, so if we missed anyone please let us know or if you want to bring your significant other/spouse please do. Have a great week and see you later this month! Cheers, Rinaldi Rampen & Mike McCabe of @NoVABeerSec