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Owned by Andrew

Cool cats wanting to learn and apply AI to further The Kingdom

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10 contributions to AI Automation Society
Youtube Automation/AI channel cohort
I'm interested to know with those getting started how they are generating leads or at least INTEND to generate leads from their social platforms and then maybe grouping up together to see if we can challenge each other and grow with/from it! Would be great to have a weekly challenge to check in on like: "Post 1 long form video this week" "Post a short form video everyday this week" "Setup call to actions on all your videos etc."
Youtube Automation/AI channel cohort
0 likes • 11d
@Kevin troy Lumandas 100% trying to surround myself with the right ppl! just made 2 more videos today!
Looking for Lawyers to implement Automated Legal Pleading responses
Hey guys, I recently finished implementing this automation to help a large law firm respond to legal pleadings and use a case search API to backup its responses with relevant case law. It's using: n8n AWS S3 Buckets AWS Lambda functions AWS Textract OpenAI Assistants CourtListener(DB that pulls relevant cases to backup legal prose) etc. This got rid of most of the grunt work that need to happen in lawsuits that would often be passed down to low experience lawyers who are still expensive to have on payroll. Anyway I am looking for connections in the space or agencies finding this valuable to collaborate on projects, package this up as a solution to sell for monthly retainer etc. Happy to share the results too if that is helpful!
1 like • 11d
@Hicham Char Thanks! I'm actually familiar with Clio API and totally agree! Not yet, trying not to perfect the solution necessarily until I see interest in its main benefit and what stack they'll use! Can totally make this self hosted too to cut down on costs!
1 like • 11d
Thanks sir! simplicity is the best
🏗️ Architecture Debate: Monolith Agent vs. Router/Specialist Swarm for Complex SaaS?
Hi everyone, I am building a production-ready SaaS for vehicle damage appraisals (B2B). The system needs to be "bulletproof" as I plan to scale this to multiple clients. The Workflow is complex: 1. Data Collection: gathering 80+ fields (dynamic logic based on private/company, owner/driver status). 2. Document Handling: Requesting specific docs, OCR analysis, and validation. 3. Support: Answering FAQs from a Knowledge Base. 4. Scheduling: Booking appointments. I am currently debating the smartest architecture to ensure reliability and context retention. The Options I'm considering: - Option A: The "God Agent" (Monolith) One single Agent (GPT-4o) with a massive system prompt handling everything. - Option B: Router + Specialists (The Swarm) A fast/cheap Prequalifier/Router (e.g., gpt-4o-mini) classifying the intent, then routing to: My Question: For a high-stakes SaaS where data integrity is key: Is the complexity of orchestrating multiple agents worth it? Or is a single, well-prompted GPT-4o robust enough to handle context switching without breaking the flow? Would love to hear your experiences with production apps! Thanks! 🚀
0 likes • 11d
This is a cool project, its all really inherent on what you mean by massive system prompt. From experience I modularize or strip down Agents to simple tasks. It is more tedious to build but your emphasis on reliability leads me to suggest something more robust. I have a lot of enterpirse experience so mine have had to pass certain metrics. OpenAI API with assistants is really helpful too if you want to play with temperature, or making outputs more consistent. Both things I would look into
Agent to build Lucidchart via prompts
Looking to build an AI agent to build workflow diagrams in Lucidchart via prompts. Has anybody done this and is willing to share?
1 like • 19d
If you don't need lucid charts one of my favorite hacks was using Claude and ask it to generate mermaid code that then renders a workflow visualization but I HATE Claudes UI for it so I just copy and paste the mermaid code into the miro AI and it renders it perfectly
Scaled automation biz to 7-figures - looking for non-tech sales Founder
Hey guys, Just wanting to make connections here. I have TONs of experience serving fortune 500 clients in AI automation for 6+ years in customer success, managing offshore teams and implementing highly complex RPA and AI powered solutions that have resulted in over 500+ jobs being completely automated. If you're having trouble or fear actually fulfilling work you are landing, reach out, happy to be a resource but I would love ultimately to partner with people/teams landing high ticket clients to actually fulfill high stakes, highly technical solutions! 😎
Scaled automation biz to 7-figures - looking for non-tech sales Founder
1-10 of 10
Andrew Castillo
3
33points to level up
@andrew-castillo-6167
6+ years in Automation Consulting @ Fortune 500 level helping biz' with AI FOMO

Active 38m ago
Joined Nov 8, 2025
Miami
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