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Web of Data Events Today
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What Is Progress? Knowledge Aggregation, Living Textbooks, and the Automation
Title: What Is Progress? Knowledge Aggregation, Living Textbooks, and the Automation of Scientific Discovery
Date: June 20 2026 Noon - 14:00 EDT
Summary: Our collective knowledge infrastructure — the textbooks, professional training resources, and literature syntheses that define what professionals across disciplines believe to be true — is quietly accruing a structural liability. Compounded confirmation bias, stacked citation-by-citation into the foundations of formal knowledge, means that breakthroughs can take decades to reach the classrooms, clinical workflows, and decision-making frameworks where they matter most. Meanwhile, the deepest friction is rarely acknowledged: before any field can build meaningful consensus on "why" or "how" a phenomenon occurs, it must first establish honest, consolidated agreement on "what" has actually been observed. That prior step is routinely skipped, assumed, or fragmented across siloed literatures that never cross-pollinate.
This talk introduces a framework called "Knowledge Aggregation" — with two distinct but complementary ambitions. The first is descriptive transparency: algorithmically mapping what has been said, measured, and documented across a problem space, without imposing causal interpretation or narrative. The second traces the boundary between empirical observation and explanatory claim, building systems that can separate the "what" from the "why/how" — because consensus on mechanism cannot be meaningfully constructed until consensus on phenomenon is first established.
Both ambitions are now within reach. By composing tools already at our disposal — large language models, classical NLP pipelines, public data repositories, and engineering-grade automation frameworks — it becomes possible to model knowledge itself, rather than merely imitate individual experts. One concrete expression of this is automating the writing of living textbooks: compressing the lag from bleeding-edge discovery, through replicated evidence, all the way to professional training resources. But the deeper aspiration reaches further — toward automating the discovery of scientific insights that have never previously been conceived, by systematically surfacing hypothesis combinations that no single siloed researcher would have had the cross-disciplinary vantage point to even ask. Drawing on ongoing systems biology and computational research — with ME/CFS research demoed as a use case for what siloed, fragmented knowledge infrastructure costs in practice — this talk maps the conceptual architecture, the real-world friction, and the data science toolkit for building it.
Speaker: As a systems biologist at heart, Sam specializes his biomedical research on interactions and connections in biology - rather than just one domain of expertise. He wears many hats and collects skill sets across disciplines, with degree studies and industry experience acquired across Chemical Engineering (BSc), Bioinformatics (MSc), Systems and Synthetic Biology (M2), Biomedical Sciences (MSc), and beyond. Even more important to him than niches or fields of work, comes down to the synergistic approaches that allow us to move beyond reductionism. The notion that a question can only allow for one answer, is inherently reductionist. By resisting many norms in science and engineering which can get overly reductive, his current role as Principal Investigator of Research for DMV Petri Dish (501(c)(3) non-profit local to the DMV region) embraces computational frameworks that aide scale-up and automation - not only around the processes which already exist with established workflows, but also taking a keen interest in attempting and accomplishing ambitions which have never been perceived to be possible previously. Sam carries a passion for the synergy of computational biology - fused with wet lab validation. This way, one can build a beautiful knowledge base in the theoretical sense, and then test to see if said computational prediction might actually be able to stand in the real world with wet lab validation. Translational modeling starts to become possible once biological experiment design can be iteratively looped alongside computational model design, optimization, and analysis - empowering the design of a better wet lab experiment, followed by a better computational model, back and forth until science is done!
DC Open Doors Home Buyer Webinar
Every Saturday at 11am!
RSVP at the following link to receive login details:
https://www.enggarcia.com/hbscaphill/
The Districts Best first time home buyer webinar
Learn about the home buying process
How to qualify & what loans are available
Qualifying for DC Open Doors and other programs
Reduced down payment and closing cost opportunities
We're looking forward to seeing you soon!
Pride Bar Crawl [20% DISCOUNT CODE WITHIN]
To secure your spot, purchase your ticket from the Eventbrite link ([https://www.eventbrite.com/e/pride-bar-crawl-tickets-1989819433490](https://www.eventbrite.com/e/pride-bar-crawl-tickets-1989819433490)). RSVPing only on the Meetup page, doesn't allow you to attend the Event. ADVANCE TICKET PURCHASE IS REQUIRED.
ABOUT THE EVENT
Get Ready to Crawl, Celebrate, and Shine – The Official Pride Bar Crawl Awaits!Gather your crew, rock your rainbow, and get ready for a day of colorful drinks and epic bar-hopping fun.
**Time: 2pm-10pm (ticket pick up is from 2-4pm)**
***\*Registration is from 2PM-4PM. You'll receive your wristband and Swags. If you can't make it by 4pm TEXT/EMAIL YOUR QR CODE to a friend, so that they can pick everything up for you.***
***But the party and specials continue till 10PM!***
**Dress code : Anything reflecting pride.**
**What do you get:**
**Access Venues Cover Free**
**Drink Specials ($4 Light Beers, $5 Pride Shots, $6 Rail Drinks)**
**Party Favors**
**Entertainment and DJs**
**Tons of shenanigans**
**All you have to do is grab a ticket, throw on something festive and join the fun!!!**
**There will be a lot of people. Use the comment box of the Meetup to coordinate amongst the group.**
**This is also a wicked 'MeRtUp' with a saving!**
**What is MERTUP?:) Mer + Meetup = Mertup.**
**Mer is known as the Meetup guy. He likes to connect people and his fans coined that name for him. So, at his events, everyone will become a Wing Person to everyone:) When you get get there, we will introduce you to someone and you will be responsible to introduce that person to another person. That is MERTUP!**
**Enter the Promo Code 'MERTUP' to redeem your 20% discount!**
([https://www.eventbrite.com/e/pride-bar-crawl-tickets-1989819433490](https://www.eventbrite.com/e/pride-bar-crawl-tickets-1989819433490))
**MUST BE 21+ TO CRAWL**
**PLEASE DON’T DRINK AND DRIVE**
**USE RIDE SHARE OR PUBLIC TRANSPORTATION IF YOU ARE DRINKING**
FAQs
REGISTRATION
Registration is from 2PM-4PM. You'll receive your wristband. If you can't make it by 4pm TEXT/EMAIL your QR Code to a friend. So that they can pick everything up for you.
TICKETS
You MUST have your ticket on your phone. Tickets are transferable and not refundable. You can give your ticket to a friend to use if you cannot attend the event.
ID
Government issued ID is required! It will be checked at every participating bar that you choose to go to. All participants must be 21 years old or older.
WEATHER
Event goes on rain, snow or shine!
STILL HAVE QUESTIONS?
Reach out to [info@merevents.com](http://info@merevents.com/)
HAPPY CRAWLINGS!!!
Payment Instructions :
1. Login to see the 'Get Tickets' button, on the ticket link. Then hit the button.
2. Verify correct dollar amount for number of people you're paying for.
3. **If *you don't have a Paypal account, proceed to the next page and scroll down to see "Pay with a Debit or Credit Card". Then turn off the button 'Save The Info and Create Your Paypal Account'.***
4. If you have a Paypal account, simply log in, and pay as you normally would via Paypal.
**How to Unblock the Pop-up Blocker on Your Phone**
Many of our patrons advised us that they have a Pop-up Blocker on their iPhones and it hinders them from buying tickets. To unblock, please follow the following steps :
For Safari Users :
1. Go to Settings.
2. Scroll down to Safari and click on it.
3. Select Block Pop-ups and turn it off.
For Google Chrome Users :
1. Open Google Chrome.
2. Click on the three dots and you will see many options.
3. Click on Settings.
4. Scroll down to content settings.
5. Select Block Pop-ups and turn it off.
Refund & Ticket Resell Policy
All sales are final. We only refund the full amount, if the event is canceled. If it is rescheduled, we will send an email to ticket holders advising that. A full refund will be given to those that let us know within 2 calendar days of the update email, if you are unable to make it on the new date. No refunds will be given after that time.
However, you can sell your ticket to someone else if you are unable to attend. Please, feel free to post in the comment box for the event, that you have a ticket for sale. Work out payment between yourselves, and have the seller only send the organizers a message letting us know the full name of the person taking your spot. You must let us know two hours before the RSVP close time, on the day of the event.
**FOR FURTHER INFO, REFER THE EVENTBRITE LINK AND PURCHASE TICKET. IT RULES.**
Yoga in the Parks
Join us for FREE classes in the beautiful outdoors throughout Prince George’s County! Learn basic moves to strengthen your body, increase flexibility, and free your mind. Ages 13 & up.
**[Register here ](https://mdpgparksweb.myvscloud.com/webtrac/web/search.html?Action=Start&SubAction=&_csrf_token=Hp0M0E6T0I712L473B2Q2N4F5J5R6M5E035L4X6O6I04705R6O5S045J4M526G6A5S5Q5J6K1I5P4S6E550O5G4I6F511L4L63505I095R4M6N671F545U6H6A735O3L6M&age=0.25&age=0.5&age=0.75&age=1&age=2&age=3&age=4&age=5&age=6&age=7&age=8&age=9&age=10&age=11&age=12&age=13&age=14&age=15&age=16&age=17&age=Adult&age=Senior&primarycode=17680-479J&keyword=&keywordoption=Match+One&showwithavailable=No&spotsavailable=&beginyear=&instructor=&dayoption=All&display=Detail&module=AR&multiselectlist_value=&arwebsearch_buttonsearch=yes)**(summer registration opens 5/13 for residents & 5/20 for non-residents).
Activity Code: 17680-479J
**No classes on federal holidays (7/4).**
Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations.
For fastest response to any questions, or for more information, please contact Health and Wellness directly via email wellness@pgparks.com
Caffe Amouri Open Mic Night
Come join us for the weekly open mic night and enjoy a mix of comedy, poetry, and music!
Full Body Sculpt: Strength & Conditioning
Join us for an energetic fitness class that is designed to engage and strengthen every major muscle group. This workout program integrates body weight exercises, cardiovascular endurance and functional movements which help with the development of lean muscle, improved mobility, with the accountability and support of group training. Level: All.
Ages 13 & up.
**[Register here](https://mdpgparksweb.myvscloud.com/webtrac/web/search.html?Action=Start&SubAction=&_csrf_token=ia5R04641C1K274L284S2P4J5J436N476U685Z4L4Q1S6T4S5D5A1E6Z5P6656696J55584H13065Q6T6I046Y4M6D4I0C66465R576N6J4Y555D1M5P4L6K6510724Z64&age=0.25&age=0.5&age=0.75&age=1&age=2&age=3&age=4&age=5&age=6&age=7&age=8&age=9&age=10&age=11&age=12&age=13&age=14&age=15&age=16&age=17&age=Adult&age=Senior&primarycode=17681-479F&keyword=&keywordoption=Match+One&showwithavailable=No&spotsavailable=&beginyear=&instructor=&dayoption=All&display=Detail&module=AR&multiselectlist_value=&arwebsearch_buttonsearch=yes)** (summer registration opens 5/13 for residents & 5/20 for non-residents).
Activity Code: 17681-479F
**No classes on federal holidays (7/4).**
Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations.
For fastest response to any questions, or for more information, please contact Health and Wellness directly via email wellness@pgparks.com
DC Metro Crafts Happy Birthday meetup @ Shakespeare Library Cafe in SE
It's my birthday! Let's craft. We'll be meeting at Quill and Crumbs at the Shakespeare Folger Library in SE.
The Shakespeare Folger Library is about 3 blocks from the Capitol South metro. Head up First as you get out of the station, pass the Library of Congress and the Capitol, turn right on East Capitol, and the Folger is on the right. The entrance is around the side, not through the front of the building. Head upstairs to the cafe and we'll be at the tables at the back.
Bring your own cross stitch, knitting, crochet, or other portable craft.
Web of Data Events This Week
Discover what is happening in the next few days
Meetup for Conversations
Join us on zoom call zoom from your phone free at 1929 436 2866; meeting id is 896 0197-4108 that's all, see you today 3rd Sunday at 12:45pm 2-15-26 ask for Howard!
Home Buyer Webinar
Learn more about our Home Buyer Program
* get up to $202k in down payment assistance through HPAP
* get up to $25K in grants from Maryland Mortgage Program
* downpayment assistance options through DC Open Doors
* how to qualify and what loans are available
* loan application and approval process
* repeat home buyer options
* purchase price limits
* market insight and home buying steps in a competitive market
SIGN UP AT THE LINK BELOW:
[https://www.enggarcia.com/egpwebinars/](https://www.google.com/url?q=https://www.enggarcia.com/egpwebinars/&sa=D&source=calendar&ust=1705256818169980&usg=AOvVaw0qgqMgQjduPHADDDggU6H6)
Stars, Planets, and Snacks
I am finally scheduling the astronomy outing!
Join us in attending the June "Exploring the Sky" event, a joint program between the National Capital Astronomers and the National Park Service.
We will talk, eat snacks, look at items in the sky, and maybe play simple boardgames.
This month, Mercury, Venus, Jupiter, and the Moon are all aligning near each other in the sky. We will probably see at least one planet, and if we are lucky we will even see these in a row. Come on time for the best chance to see this. The event may be canceled if the weather does not look accommodating.
The location is the field by Picnic Grove #13 off of Glover Road, and can be reached by either public transportation plus walking or by coming by car as there is a parking lot, there. This link is the easiest way to find it:
https://maps.app.goo.gl/BPrLLp8F4u2tjiTd7
TRAVEL LOVERS LUNCH AT RUTHIES, ARLINGTON
It's time for another luncheon get together.
If you have got a passport full of stamps, a bucket list a mile or block long, or just a love of or passion of exploring the world, come on out and join us for lunch. We will exchange travel stories, dream destinations and hidden gem recommendations with fellow travel enthusiasts.
Check out the menu here:
[Arlington, VA | Ruthie's All Day | Breakfast & Brunch Restaurant in Arlington, VA](https://www.ruthiesallday.com/arlington-va/)
Ruthies All Day
3411 5th Street
Arlington, VA 22204
703-888-2841
Investo Buffet Brunch
Join us for a laid-back Sunday Brunch. The Brunch is All-You-Can-Eat buffet and a bottle of Champagne (750 ml) with Orange Juice. You make your own mimosa. Just only for $ 35.00 per person without tax & gratuity!
It includes French toast, pancakes, waffles, omelettes made to order, Pasta, Salads, Roast Beef, Pork Ribs, oyster bar, cheese bar and Salmon, plenty of fresh fruit, yogurt, cakes, cookies, and pudding....mmmm!
After brunch, we mingle and socialize.
Closest Metro Station is Clarendon. Please take into account Metro's Weekend Track Work & Service Adjustments. Check it on http://www.wmata.com/ and plan accordingly.
Photograph Dyke Marsh Wildlife Reserve - Jun 20
The Group gathers in the parking lot between 6:00 AM and 6:30 AM to catch the sunrise over the Potomac River.
Google Maps: [https://maps.app.goo.gl/hCUuoxUPKhRbLLZn9](https://maps.app.goo.gl/hCUuoxUPKhRbLLZn9)
Dyke Marsh Wildlife Preserve is known as a top regional birding spot; over **300 species** have been recorded here, including nesting bald eagles and ospreys.
Bring your longest telephoto lens and binoculars. I can help you with camera settings so you can capture sharper images of both perched birds and birds in flight.
It is thrilling to capture the amazing orange and red colors that are only available at that time in the morning.
Share only your very best, most interesting shots after the field trip, and keep it down to between 5 and 10 photos.
Bring water, comfortable shoes, a tripod, fully charged batteries, and empty memory cards...
Park Facts:
Entrance Fee: Free
Allow Dogs on a leash: Yes
Bathroom: On the north side of the Marina is a building for restrooms
National Park Service Dyke Marsh Wildlife Preserve: www.nps.gov/gwmp
Friends of Dyke Marsh (www.fodm.org)
By sending in an RSVP and joining this meetup event hosted by the Virginia Beltway Photography Meetup, I agree to abide by the rules and regulations (where applicable) of the event location, and I am also agreeing to the terms of the following release and waiver of liability, which shall be binding on my heirs, executors, administrators, successors, and assigns. In consideration of my (and my child’s) participation in the Virginia Beltway Photography Meetup, I do hereby release, discharge, and hold harmless the Organizer, its members, officers, directors, employees, and the leader(s) of this event from any and all liability by reason of any damage, loss, expenses, or injury arising from my (and my child’s) participation in this event, including that caused solely or in part by the fault of any and all of the above-named parties.
Exploring the Sky at Rock Creek Park (Free)
Join National Capital Astronomers Volunteers as we organize a public stargazing outreach event at Rock Creek Park! Astronomers will set up telescopes for viewing at **9:00 pm**.
There will be telescopes available at **9:00pm** for stargazing, however **if it is cloudy or rainy, Exploring the Sky/Stargazing events will be canceled (we will send cancellation notifications out.)**
Exploring the Sky is a joint program between the National Capital Astronomers and the National Park Service Rock Creek Park Nature Center and has been run since 1948 at this location, the field at the corner of Glover and Military Roads in the District. There is an adjacent parking lot (link shown below). It is free and all are welcome who have an interest in observing the heavens. Rock Creek Park Nature Center is two minutes walk away from the observing field, so you can either park at the Nature Center or the parking lot below.
**Parking lot location:**
https://maps.app.goo.gl/nFgvpFi1NHEtEFur9
**NPS Event site:**
https://www.nps.gov/planyourvisit/event-details.htm?id=8D39D019-DF6E-665C-40FD9737BB2AA16C
**NCA site:**
https://capitalastronomers.org/
Targets: Moon, Venus, Leo, Bootes, Hercules, M13, Beehive
Web of Data Events Near You
Connect with your local Web of Data community
Microsoft Build - Columbus Edition!
We are bringing Microsoft Build sessions to Columbus Ohio!
The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us!
And yes, there will be free food.
Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).
Page Building with Bricks (Class 06 of 10) (FEE BASED)
**PLEASE READ THE FOLLOWING IMPORTANT NOTES:**
1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming.
2. Each class in this series has an attendance fee.
3. Each class from BOTH a sign-up and fee perspective is a separate entity.
**Introduction:**
Our Page Building with Bricks web development class provides detailed instruction for using Bricks Builder, a visual site builder for WordPress, to create and manage websites. Widely considered by many of the world's leading web developers to be the most complete page builder on the market today, Bricks Builder offers a wide range of features and comprehensive tools. Our Bricks Builder web development class provides detailed instructions on utilizing the toolset. The series of courses covers the core features of Bricks Builder, enabling users to design and develop responsive, visually appealing websites. Moreover, the courses are oriented to reinforce a focus on professional, scalable web development. Throughout the series, we focus our page-building instruction on the semantic and structural integrity of the pages in a responsive world. By the end of the 10-class series, participants will have a fundamental understanding of proper web page and website development.
**The breakdown of the 10-class series is as follows:**
* Class 01 - Survey of Page Builders / What Bricksbuilder Does For You
* Class 02 - Boxes, Boxes, Boxes / Sections / Containers
* Class 03 - Static Units / Relative Units / Responsive Development And Math Functions
* Class 04 - CSS Variables And DRY Development / Classes And Global Styling
* Class 05 - CSS Grid And CSS Flexbox
* Class 06 - Responsive Development / Breakpoints And Media Queries
* Class 07 - Effective Use Of Color / Effective Use Of Images
* Class 08 - Beginning To Think Dynamically / Using Templates And Components
* Class 09 - Dynamic Styling / Data Attributes And Attribute Selectors
* Class 10 - Pseudo Elements / Programmatically Styling With Pseudo Classes
Throughout the class sessions listed above, we cover the following key areas of web development with Bricks Builder:
* **Introduction to Bricks Builder Interface:**
* Familiarization with the builder's layout, including the toolbar, panel, and canvas, and understanding how to navigate and interact with its various components.
* **Visual Site Building:**
* Techniques for creating layouts using Bricks' drag-and-drop interface, incorporating sections, rows, columns, and elements to build page structures.
* **Styling and Design:**
* Utilizing Bricks' styling options to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts.
* **Dynamic Content and Custom Fields:**
* Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box) to build data-driven websites.
* **Template Building:**
* Creating and managing reusable templates for headers, footers, post type layouts, and other site-wide elements.
* **Performance Optimization:**
* Understanding how Bricks Builder contributes to fast-loading websites and implementing performance best practices.
* **Advanced Features:**
* Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality.
The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Bricks Builder, catering to both beginners and experienced web developers.
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com
Site Building with Etch (Class 04 of 10) (FEE BASED)
**PLEASE READ THE FOLLOWING IMPORTANT NOTES:**
1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming.
2. Each class in this series has an attendance fee.
3. Each class, from BOTH a sign-up and fee perspective, is a separate entity.
4. As the Etch toolset evolves, so too will the class outline below.
**Introduction:**
Our Site Building with Etch class provides detailed instructions on the philosophy of the Etch development framework, as well as in-depth, hands-on instruction on using the Etch environment and associated tools. Anyone familiar with Kevin Geary and the Digital Gravy set of products will tell you that they offer ground-breaking approaches to professional WordPress site development.
As we write this, the Etch toolset and environment are rapidly taking shape, with weekly quantum leaps forward in WordPress development methodologies. As early investors in the Etch product offering and its development process, we are actively testing and evaluating the toolset as it takes shape. We are beyond excited to see how WordPress site development is being modernized, and can't wait to bring this course set to you. It will be a paradigm shift in page and site development within WordPress, as well as moving your development mindset light-years forward.
Join us as we explore Etch and dive deep into development approaches that will genuinely elevate your craft as a website developer and agency provider. Scalable, responsive, compliant websites are now within easy reach, and Etch provides both the platform and toolset to take you there.
**The breakdown of the 10-class series is as follows:**
* Class 01 - TBD
* Class 02 - TBD
* Class 03 - TBD
* Class 04 - TBD
* Class 05 - TBD
* Class 06 - TBD
* Class 07 - TBD
* Class 08 - TBD
* Class 09 - TBD
* Class 10 - TBD
Throughout the class sessions listed above, we cover the following key areas of web development with Etch:
* **Introduction to Etch Interface:**
* Familiarization with the toolset's layout and understanding how to navigate and interact with its various components.
* **Visual Site Building:**
* Techniques for creating layouts using Etch's interface, incorporating sections, divs, containers, and elements to build semantically correct page structures.
* **Styling and Design:**
* Utilizing Etch's styling approach to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts.
* **Dynamic Content and Custom Fields:**
* Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box, and even built-in fields) to build data-driven websites.
* **Component Building:**
* Creating and managing reusable components for headers, footers, post type layouts, and other site-wide elements.
* **Performance Optimization:**
* Understanding how Etch contributes to fast-loading websites and implementing performance best practices.
* **Advanced Features:**
* Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality.
The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Etch, catering to both beginners and experienced web developers alike.
AI Agents 101: How to Make ChatGPT Do Actual Work
Most people still use AI like a search box: type one question, get one answer, repeat.
But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review.
In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity.
We’ll cover:
* What makes an AI “agent” instead of just a chatbot
* How agents break tasks into steps
* Where agents are genuinely useful today
* Where they fail, hallucinate, or need human review
* How to design simple AI workflows for your own work
* A live demo of an AI agent-style workflow from start to finish
No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
PHP Master Series (Class 05 of 06) (FEE BASED)
**PLEASE READ THE FOLLOWING IMPORTANT NOTES:**
1. The dates listed for this series are about 95% reliable. We are finalizing our 2026 schedule, so minor adjustments are still underway.
2. Each class in this series has an attendance fee, on a first-come, first-served basis.
3. Each class, from BOTH a sign-up and fee perspective, is a separate entity.
**Introduction:**
**The breakdown of the six-class series is as follows:**
**Class 1: TBD**
**Class 2: TBD**
**Class 3: TBD**
**Class 4: TBD**
**Class 5: TBD**
**Class 6: TBD**
Customize the IDE: Building Extensions for Visual Studio Code - Alan Barber
**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
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
*Customize the IDE: Building Extensions for Visual Studio Code*
Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs.
In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling.
The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options.
**YouTube Link**
TBD











![Pride Bar Crawl [20% DISCOUNT CODE WITHIN]](https://secure.meetupstatic.com/photos/event/a/6/5/9/highres_534342585.webp?w=640)

















