Threat Analysis

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

### 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/)

The February Ohio North Database Training user group meeting will be held on **February 3rd, 2025 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **David Pickering**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/27861114692350?p=lHdrSV1OOELhLnCiAg)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract **No Map Required: Geospatial Analytics Directly in Your Data Warehouse** Think geospatial analysis requires specialized GIS software? Think again. This session introduces you to shapefiles and spatial operations right inside your database—no mapping application required. We'll demystify shapefiles (what they are, how they work, and where to get them) and show you how nearly every modern database —from DuckDB to Snowflake, supports spatial operations. You'll see practical demos covering spatial joins, distance calculations, and how to determine if two shapes interact with each other. Whether you're a data engineer optimizing delivery routes, an analyst aggregating metrics by geography, or a BI developer building location-aware dashboards, this session will show you how to unlock powerful spatial capabilities already built into your database stack—no specialized tools required. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

Confidence can be cultivated in many ways—through reflection, conversation, creativity, and practice. In this Confidence Lab session, we’ll explore one powerful pathway: **building confidence from the inside out through physical expression and movement**. This experience is designed to help you reconnect with your body as a source of insight, self-trust, and presence. We’ll begin by grounding into what’s bringing you here, creating space to notice how your body is showing up and what it’s holding. From there, you’ll be guided through accessible movement exercises that invite awareness and choice—isolating different parts of the body, experimenting with movement, and practicing what it feels like to take up space intentionally. Next, you’ll participate in a small-group dance lesson led in a supportive, low-pressure environment. No dance experience is needed. The focus is not on performance or perfection, but on expression, curiosity, and allowing yourself to move with confidence as you are. We’ll close with a reflective group discussion, exploring what emerged during the experience and how these insights can be applied beyond the studio—how you inhabit your body, how you carry yourself, and how you show up in everyday life. **What to know:** * Wear comfortable clothes and shoes that you feel good moving in * No dance experience required * Light snacks and beverages will be provided This session is for anyone interested in deepening their relationship with confidence by listening to their body, expanding their capacity for self-expression, and practicing self-love as an embodied experience. **Featured Speaker: Mary Grace** Mary Grace, the dynamic force behind MG Choreography & Boutique, has been transforming special occasions with her unique blend of artistry and passion for over seven years. As a proud Latina, with Venezuelan and Mexican heritage, Mary brings a rich cultural perspective to every choreography she creates. Her dedication to dance is matched only by her commitment to empowering others through the joy and elegance of movement. Mary’s journey began with a simple passion for dancing, which quickly grew into a thriving business. She specializes in crafting personalized choreography for weddings, quinceañeras, and sweet sixteens, ensuring each event is unforgettable. Determined to make a significant impact in Ohio, Mary established the first-of-its-kind brick-and-mortar location that not only offers a space to practice these beautiful dances but also provides a boutique experience for purchasing or renting exquisite dresses and tuxedos for these special moments. Mary Grace is more than just a business owner; she is a trailblazer for Latina women in the community, dedicated to bringing elegance, joy, and a touch of her vibrant heritage to every event she touches. **What is Confidence Lab?** Confidence Lab is a monthly community experience for bold, thoughtful leaders building confidence from the inside out. Whether you’re launching a business, leading a team, navigating change, or simply striving to show up more fully—you belong here. Our work demands clarity, courage, and conviction—but the pace of daily life can erode our sense of self. Confidence Lab creates space to reflect, reconnect, and grow with others doing purpose-driven work. It’s designed for entrepreneurs, nonprofit leaders, creatives, corporate professionals, activists, and anyone ready to lead with authenticity and impact. ***Please note:*** *All are welcome! If cost is a concern, please use promo code PUBLIC to access a free ticket—we want you to join us.*

**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)

[MOVIE DESCRIPTION BELOW] *Survivors of the apocalypse send a convict in a small submarine to explore a desolate moon that's an ocean of blood.* \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ **PLEASE SEE GROUP BIO FOR FULL FAQ. Meetup only allows a certain amount of characters when posting events from a mobile device and out FAQ is longer than that limit. A condensed version is posted below here** \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ First-time attendees: below are some Frequently Asked Questions about events for your consideration: * **What is involved in this type of event? (_Group Watch & Socialize Event)** * We typically arrive before the movie, maybe chat and catch up with folks a bit, watch the movie in the theater, then afterwards have a more extended chat with everyone who saw the movie. * **Do I have to chat before the movie?** * Nope! Totally understandable if you'd rather just watch first so you can have something in common to discuss afterwards. * **Will people approach me/talk to me?** * Not a guarantee as it depends on who is hosting, but a good host or other group members will try to at least say hi to members after the movie and may make an effort to include newer faces in the conversation in some way. Please feel free to jump into the conversation as you feel comfortable and understand this is done with good intent :) We are happy to have you! * **How will I know who is the host or where people are gathering to talk about the movie?** * This depends on each host, but good practice is for the host to indicate a notable item of clothing they are wearing for other members to look out for. But generally we gather in a loose circle in the theater lobby or outside the theater to talk, so if you recognize the host or other group members - that's the spot we've decided on! Just kind of depends on the feel of the group where we gather. * **What is with posting the seat numbers?** * A good practice we've found is to post our seat numbers when we have ordered tickets for a movie. This is just another way for members of our group to find each other as it might not be immediately obvious who is here as part of the group event: some events are at public movie theaters, after all. You are not by any means obligated to post your seat number if you do not feel comfortable doing so, just something we've found that works nicely for encouraging some socialization. * **Will there be food?** * General guideline: if the movie starts at 7ish pm or later, you might wanna have dinner first or plan on buying movie snacks. Restaurant kitchens tend to close around 9-10pm. We sometimes do go to restaurants after movies as a group, but moreso bars whose kitchens may or may not be open. Plus, kind of bad manners for a group to descend upon a bar when the kitchen is closing is 10 minutes lol. Bars are just convenient social places, there is zero pressure to drink but there just aren't many places open late when we may leave movies. There is potential to order or provide food for group events, but it should not be expected unless stated in the event description. * **How do I stay in contact with the group after the movie?** * We have another app we use for discussion because Meetup is somewhat cumbersome to use for casual conversation. The app we use is called Discord. The link is posted below: * Link: https://discord.gg/4r7QxzmSvH * [Place link here] \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ * **Can I create events as a member?** * Initially, no but this group is open to members suggesting events or becoming part of the Event Organizers over time. We don't want to open the opportunity for everybody initially to create events because that kind of role has some responsibility towards it. There are certain permissions granted to that role that not every member should have. However, if a member has a proven track record of treating every group member with due respect, and a willingness to plan events: they can become and Event Organizer and create their own events. Please reach out to leadership if this sounds like something that would interest you. * **Can I donate to the group?** * Absolutely! See group bio