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AI Worker Management

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A meeting place to learn and explore optimizing all types of AI Workers: Human + AI, Agentic AI Agents, and Machine + AI.

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20 contributions to SPARK STARTERS - AI BUILDERS
MOTM- AUG 10 What Will AI Help You Build This Week?
AI can do a thousand things, but you do not need to build all thousand this week. What is one useful thing AI could help you create, improve, simplify, or finally finish? Comment using this format: I want to build: It will help me: My first small version will:
MOTM- AUG 10      What Will AI Help You Build This Week?
1 like • 10h
I am trying to come up with the design (and getting educated along the way) to migrate a SLACK environment into a Buzz by Block environment. This would create steps to migrate and convert an enterprise/middle size company user of SLACK and load all the historical information including users, communities, DMs, and other content into a Buzz application. The idea behind this is this process will help enterprises move away from SLACK (reduce their per user licensing) into the open source Buzz environment. The potential here is to save millions per organization. The ideal approach is to create and deploy an agent that will eventually shepherd clients through the process...reducing adoption friction. After that....I'd look to do a DISCORD migration environment. And maybe then TEAMS migration.
Chasing away "BOTS" posing as member requests
As Skool gets better with discovery, I seem to be getting more "bots" wanting to join the community. I definitely don't want to turn anyone away, but I also want this to be a safe and intentional community so I try to determine if member requests are real, and if they are a good fit for the community. If you are starting your own Skool Community this is something you will most certainly see as well. On Back to Skool Saturdays, we talk about things like this and other strategies to help build and grow our communities. If you are thinking about starting a community come and join us! Here are a few things to look for when a new member request comes in: ✅ Do they have a profile pic? If so, is it AI generated? (Not a deal breaker, but once I see this I look further) ✅ Go to chat with the member to verify their location - Sometimes the location doesn't match their profile ✅ See how much activity they have on their profile - Are they active on Skool at all? ✅ How many communities are they in? Are they in 50+ communities? Are they all free? ✅ Is the email they provided in the form valid? - I use bulkemailchecker.com to verify ✅ How do the rest of the answers on the form look? Do they make sense, or are they random characters? ✅ Check the link below their name - It shows the original account name. Make sure these match. ✅ If they're in a bunch of free public groups, look their contributions - Are they spamming the same thing in every community their in? ✅ "How did you hear about us?" question - If someone says "Twitter" or "YT" and you aren't on these platforms, big red flag. The request will tell you where they came in from. Does it match? ✅ If you're about to decline someone, start a chat with them first - If they're a bot, you probably won't get a response or at least not a good one.
Chasing away "BOTS" posing as member requests
1 like • 11h
This makes me think of what banks in Australia came up with to help validate KYC - know your customer. They came up with a balanced scorecard that point scored various data proof items and to take someone on as a customer they had to achieve a certain point level. This is one thing that I like about the signed public and private keys....theoretically it will be more difficult to spoof identities.
The BUZZ
Curious is anyone in the group is starting to work with Buzz. buzz.xyz. Looks to be a great approach and I love the open source independence idea and the ability to run locally. https://youtu.be/_jGSgzBkzrY?si=N_U-ippOgk-20ma2
1 like • 14d
@Kim Gaskill It will be interesting to see how it continues to develop from these early stages. It certainly is a very young poduct. I do like the non-centralized approach and the local hostable option.
0 likes • 8d
The Mesh component of the community I find interesting. Like the SETI Desktop screen saver brought up to the AI generation. https://github.com/block/buzz/blob/main/VISION_MESH.md
I Built a Website today to Launch A Music Album
I tried KIMI K3 today and built a music album site. It is very slow, but I was pretty happy with the results. It is definitely much cheaper to run than Fable 5, but very slow. The Video of me building this live is in the classroom. (explore and create) https://app.activateai.pro/p/JL5UTi4/sacred-stories-studio-folk-collection-vol-1
I Built a Website today to Launch A Music Album
1 like • 22d
Awesome! The Celtic folk almost prompted me to get my bodhrán out! Very Creative site! I'll check out the building live in the classroom.
0 likes • 22d
@Kim Gaskill Which Classroom does the build video live in?
My One Thing Monday July 20th.
My one thing Monday is a way to kick off the week with good intentions by publicly putting a goal out there for others to see and keep you accountable. But good intentions don't get things done. Actions do. The first step is setting the intention or goal. The second step is telling someone about it. The third is setting yourself up for success and taking action. Take Action this week!
My One Thing Monday July 20th.
1 like • 23d
@Patricia Munster Congratulations on the Launch!! Keep up the great work and building! You'll have to share the lessons learned along the way!
2 likes • 23d
My One Thing this week is to finally take the AI-901 Microsoft exam. I was all ready to take the AI-900 exam but decided to wait until the AI-901 fully launched. AND also recover from the World Cup Weekend festivities!
1-10 of 20
David Mitchell
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@david-mitchell-7690
A global tech, operations, product mgmt leader with an innovation centric AI forward approach for growth. Google AI Certified.

Active 8h ago
Joined Mar 25, 2026
Charlotte, NC