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AI Your Way: MCPs vs Skills vs SubAgents 🤖🚀 - Sam Basu
SAM BASU IN-PERSON; NOTE: THIS IS THU, NOT TUE AS NORMAL
Code is cheap, but software is expensive. Modern AI is a big opportunity to streamline and automate developer workflows for better productivity. There are some challenges though – AI Models often lack knowledge and AI Agents need expertise/guidance to reliably pull off complex workflows. Context is everything for modern AI and you can bring it.
Model Context Protocol (MCP) aims to provide a standardized way to connect AI Agents to different data sources, tools and non-public information - the point is to provide deeply contextual information/expertise to AI. Skills are higher-level behaviors and instructional guardrails, that define how and when AI Agents should leverage tools to accomplish something meaningful. Subagents in AI are specialized, task-focused agents designed to handle specific, well-defined tasks within a larger AI system.
In terms of the food industry:
AI Agent = Chef 👨🍳👩🍳
MCP Tools = Raw Ingredients 🥔 🥩
Skills = Recipe Cards 📝 📇
SubAgents = Sous Chef 🔪 🍳
Loops = Door Watcher 💂👀
Developer = Restaurant Owner 👑.
So, what should developers use to bring context and guardrails to make AI work their way? Well, it depends and sometimes, the answer might be whatever combination makes developers most productive. With official SDKs and well-thought-out guidance, it is a breeze to work with MCPs, Skills or SubAgents. Developers could bring their own data, APIs, services, coding patterns and structured guidance to make AI Agents work their way. And AI Agentic workflows work the same way in IDEs or Terminals, paving the way autonomous ways of getting work done with AI. With contextual expertise to light up unique coding workflows, AI Agents can make developers ultra productive – upwards and onwards.
Chinese (Mandarin)- Tourist Level
A low cost, 6-week tourist-level **中文** (Mandarin Chinese) course with the non-profit organization, the Global Language Network.
\#\# Chinese \(Mandarin\) Tourist Language Class
**Details:**
\#\#\#\# Chinese \(Mandarin\) Tourist with Malcom
Thursdays from 6:30pm - 8:30pm ET
Apr 9th to May 14th
In-person, Farragut Square DC
* GLN classes are open to everyone over 18 years of age.
* Have a credit or stipend to apply to your payment? Learn more about our credit, stipend, and refund policy on the [Pricing & Course Levels page.](http://%5B%5Bhttps://thegln.org/pricing-%26-course-levels%5D%5D(https://thegln.org/pricing-%26-course-levels%5D)(%5Bhttps://thegln.org/pricing-%26-course-levels%5D(https://thegln.org/pricing-%26-course-levels)))
Ready to learn? **Register [HERE](http://%5B%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D)(%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform))).**
**About GLN**
We are a Washington, DC-based 501(c)(3) non-profit organization with a mission to "Use Language as a Tool to Help Fix Our World." Since 2015 we have been rated #1 Best Language Classes in Washington, DC by Yelp! We are so happy and grateful to have you join our network and we appreciate your support of our mission.
BlackGovTech Networking Mixer at the Wharf DC (Spring Edition)
Greetings,
**BlackGovTech** will be hosting another of their monthly networking mixers at **12 Stories Lounge** at the Wharf in SW DC Thursday April, 9th, 2026 from 5:30pm to 8:30pm. This mixer--Spring Fling Edition, is **free and open to individuals of various backgrounds** (not exclusive to those in tech or of ethnicity minority) and features Hip Hop, R & B, contemporary, and classic music. Feel free to sign up individually or bring friends to enjoy food, drinks, and rooftop views of the 20+ restaurant waterfront. For those interested in attending **feel free to RSVP and see link below** for additional event information and registration details.
**Event includes:**
* Tech representatives from companies such as Amazon, Google, Microsoft, Meta, Accenture, and consulting firms (historically)
* Networking, mixing, and mingling with industry/community leaders and advocates of various backgrounds
If there are any questions regarding this mixer feel free to reach out to **BlackGovTech** on their event page. Also feel free to contact them at info@blackgovtech.com for partnership opportunities. Additional comments may also be added to the meet-up event chat/comment section at anytime, thank you.
**Link to Register:**
https://www.eventbrite.com/e/black-gov-tech-spring-fling-tech-mixer-12-stories-come-join-us-tickets-1985445353499?aff=ebdssbdestsearch
\-\-\-\-\-\-\-\-\-
Alicia
(202) 627-0361
Sunday April, 5th, 2026 3:45pm (update)
Using Kiro from AWS for Spec-Driven Development
Adam Sandman will be showing how you can use Kiro together with an MCP server to pull software requirements, designs and tasks from a project management repository (Spira) using an MCP server. From there we can use the power of agentic AI to create an MVP app, deploy and test it.
ASL Hang Out
ASL HangOut is a safe fun social
All levels D/deaf, Hard of Hearing, Hearing signers, ASL students, ASL interpreter.
Hosted by Daniel Berke and his friends
Jeremy, Andrew, Nathaniel. and Josh
There's always a great mix of people and good conversations
We will be meeting at the Tysons Corner Food Court (3rd Floor), Thursday at 7pm! Hope to see you all there! 🙂
Look for a table of ASL signers...don't be shy.
1961 Chain Bridge Rd
Tysons Corner, VA 22102
join our Facebook group
https://www.facebook.com/groups/468631322134694
Nonviolent Communication (NVC) 101
This introductory workshop to Nonviolent Communication (NVC) offers a practical, heart-centered approach to transforming how we speak, listen, and relate.
Through simple, interactive exercises, you’ll explore how shifting from habitual reactions to conscious choice can reduce conflict, deepen understanding, and build more authentic relationships.
Whether you’re new to NVC or simply curious, this session provides a welcoming space to slow down, tune into what matters, and communicate with greater clarity and compassion through the 4 step process O F N R.
Come as you are—no prior experience needed.
No mana-exchange.
**Who would benefit from this practice:** partners, family members, those who want help connecting with others (friendships), professionals who have trouble working with team members, and team leaders who are trying to make an impact.
**About Mike**: Mike is a certified Authentic Relating facilitator from ART International and trained in Nonviolent Communications. He is eager to facilitate authentic relating exercises in order to provide impact on people's lives.
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Monuments and Memorials Photo Safari
• What we'll do
Learn how to take great pictures BEFORE you go on that expensive trip! And we will teach you how to use your camera IN THE FIELD, not in a classroom! Join our standard Monuments and Memorials workshop, offered Wednesdays and Saturdays, in which the instructor takes you to some of DC’s most popular attractions: White House, Lafayette Park, the Einstein, Lincoln, Korea, and Vietnam Three Servicemen Memorials, and finally to Union Station, where you learn to make all the moving people DISAPPEAR! Remember, it was Confucius who said: "I hear and I forget. I see and I remember. I do, and I understand." At Washington Photo Safari, we help you "do " and understand! That is why our motto is "See. Click. Learn."
This $71 Safari (a 20% discount from the regular $89 price) begins with a 45-minute travel photography orientation, giving you basic tips in composition, F-stops and shutter speeds, portraiture, and interior photography. While you are taking pictures, you receive hands-on guidance on how to make those images even better! Advanced and smartphone photographers will appreciate the instructor’s extensive knowledge of the best camera angles in DC. This is suggested as a preliminary course before taking special safaris. Open to any photographers at any skill level with any camera, phone, or tablet. Transportation from site to site is provided by the instructor.
• What to bring
camera and all lenses
• Important to know
travel, architectural, portrait and street photography techniques
🍻 Post-Event Dinner & Drinks — Tech Fluent
🍻 **Post-Event Happy Hour — Tech Fluent**
📅 April 10 \| 🕠 5:30 PM
📍 Gordon Ramsay Street Pizza
After a full day of building, learning, and experimenting with AI, join us for a **casual happy hour** to unwind, connect, and keep the conversations going.
This is open to:
* Tech Fluent attendees
* DC Legal Tech Meetup members
* AI-curious professionals who just want to join for drinks + conversation
No agenda — just good people, good pizza, and a chance to meet others exploring AI across legal, business, and beyond.
***
💡 **Why come?**
* Meet others who are actually *doing* something with AI
* Continue conversations from the workshop in a relaxed setting
* Join even if you couldn’t attend the full event
***
RSVP appreciated for the happy hour.
Phoenix DC Club Meeting
The Phoenix DC Club of Toastmasters International congregates at the Petworth Library. Its location of 4200 Kansas Avenue is nestled within the Northwest quadrant of Washington, DC. We are on the #70 bus line and within proximity of the Georgia Avenue Petworth Metro Train Station on the Green/Yellow line. Club Phoenix DC #2226 has been in existence since March of 1998. We meet on every 2nd and 4th Saturday of each month from 1:30 p.m. to 2:30 p.m.
Drew's Unemployment Party
A11y-DMV's own Drew Nickerson is bringing the networking to him and asking friends to come celebrate his unemployment! Join him at Crush bar on 14th and U for an afternoon of drinks, conversation, and maybe a little dancing. 🗣️🍻 💃 🪩
Drew has rented out the ground floor of the bar for this private event until they open their doors for the evening!
Hug your Mother (Earth): Rock Creek/Takoma Park Loop - E-bike Lovers
[https://ridewithgps.com/routes/46073614](https://ridewithgps.com/routes/46073614)
18.4 miles. Toilets are at the beginning, middle, and end of the trail. **Picnic stop will be in Meadowbrook Local Park at 12.5 miles.**
Celebrate (Mother) Earth Day! This route was originally conceived as part of the Takoma Park Earth Day celebration in April 2024. We are happy to ride again for this year's Celebration. We will e-bike from Peirce Mill in Rock Creek Park through Takoma Park, and then on to the Sligo Creek Trail. From Sligo Creek we head west past Holy Cross Hospital and through the Forest Glen neighborhood. We then turn south on to Rock Creek Trail.
Earth Day Festivities with occur in Sligo Creek Stream Valley Park, approximately 6 miles into the ride. Face painting, snow cones, art activities and exhibits promoting a variety of environmental and sustainability causes will be there! The picnic stop is at Meadowbrook Local Park, 12.5 miles into the ride.
**Please charge your batteries. The ride is on asphalt and often flat but we will encounter some hills. As usual, non-assisted bikers are most welcome.**
Bring snacks, lunch and plenty of water. Pump tires, check brakes and charge your battery. Consider packing a spare tire tube. Check weather and dress appropriately.
As always, this is a self-guided event. **We recommend you download the Ride with GPS route.** [https://ridewithgps.com/routes/46073614](https://ridewithgps.com/routes/46073614)
The group stops a few times for slower riders to catch up. The distance will be 18.4 miles or shorter any time you are fully satisfied with biking for the day.
For the E-bike Lovers group to be successful, we need to grow our membership carefully. Please feel free to invite other E-bike lovers, spread the word, and let's have fun.
**Free Ride With GPS for E-Bike Lovers**
Membership of the Ride With GPS E-bike Lovers club is now free as www.ebikelovers.com is generating sufficient income from ads to cover the costs.
Here is the link to activate your free membership:
https://ridewithgps.com/auto_approve/Club/6746/Zwa5jhttF5mJrFbN
**More information about using GPS files:** https://ebikelovers.com/2021/03/15/download-our-trails-and-never-get-lost/
**More information about e-bike ranges:**
https://ebikelovers.com/2020/12/31/e-bike-longer-and-happier-15-smart-strategies-to-reduce-your-e-bike-range-anxiety/
**DISCLAIMER**
LIMITATION OF LIABILITY: TO THE FULLEST EXTENT PERMISSIBLE PURSUANT TO APPLICABLE LAW, NEITHER GREGORY MAASSEN, RICHARD CAMER, TRIP COORDINATORS, THEIR AFFILIATES, FAMILY AND FORMER AND CURRENT EMPLOYERS NOR ANY OTHER PARTY INVOLVED IN CREATING, PRODUCING, OR DELIVERING E-BIKE LOVERS GUIDES, OUR MEETUP EVENTS, AND THE GPS E-TRAILS IS LIABLE FOR ANY DIRECT, INCIDENTAL, CONSEQUENTIAL, INDIRECT, EXEMPLARY, OR PUNITIVE DAMAGES ARISING OUT OF A USER’S ACCESS TO, OR USE OF THE E-BIKE LOVERS GUIDES, OUR MEETUP EVENTS, AND THE GPS E-TRAILS.
See for full disclaimer: https://ebikelovers.com/disclaimer
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Cocoaheads
Come out to Improving for our monthly iOS and Mac meetings.
This Month's Presentation:
Nothing yet. (You should volunteer).
What is Cocoaheads (http://cocoaheads.org/)?
CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics.
What is BuckeyeCocoa (http://buckeyecocoa.org/)?
BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend.
Presentations!
Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website.
To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter.
Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/
DoJo (Informal Python Meeting)
**Latest Dojo Location!**
**Knotty Pine Brewing**
1765 W 3rd Ave,
Columbus, OH 43212
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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community.
https://forms.gle/ehSfUAC2WgR34Crq9
IxDA Chat ‘n Pancakes
Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty.
Join the local UX and Digital Design community for a casual monthly breakfast.
Look for us upstairs!
NSCoder Night
Bring your work or your hobby, hang out, and code with us.
Follow @buckeyecocoa for more information.
Prompt vs. Paintbrush
AI is changing how art is made. But when does it stop being your work and start being the machine’s?
This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation?
We encourage audience participation during this event that will be moderated by Chris Slee.
Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.transformlabs.com/services)
Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)
What If Your AI Could Be a Team? - Chad Green
**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**
GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise.
We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration.
Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team.
**YouTube Link**
TBD




























