James L retweeted
We all want the dream: tell AI to do the boring stuff and it handles everything. I get it. After managing $65M in capital projects, I'd love an AI to handle my vendor paperwork. But here's what nobody shows in the demos: the AI that confidently sends the wrong PO to the wrong supplier. Chapter 3 of 7. Follow for Chapter 4
#TechTok #AIExplained, #AIAgents #EngineerLife #WhatIsAI #optimaisolutions
James L retweeted
The Word Agent
AI agents sound new.
The word “agent” confused people for 400 years before AI showed up.
Travel agent.
Secret agent.
Software agent.
Same word. Different expectations.
Which one do you think people mean when they say AI agent?
#aiagents #ai #artificialintelligence #aitools #automation #futureofwork #learnontiktok #techtrends #didyouknow #optimaisolutions
James L retweeted
I've read 47 articles about AI agents. Still confused. So I made a 7-chapter guide to explain them for real. Chapter 1 drops 3/4. Follow for the whole series.
James L retweeted
28 days complete.
What you learned:
Mindset for building
Context engineering
No-code AI agents
Vibe coding apps
Where you started: AI user Where you are now: AI builder
What did you build this month?
#28DayAIChallenge #AIAgents #BuildWithAI #SeriesFinale #LearnInPublic #VibeCoding #AIAutomation #BuildInPublic #TechTok #AITools #ContentCreator #JourneyComplete #optmaisolutions
James L retweeted
The AI Stack Running My Business
One AI doesn't do everything. You need a stack. Each tool handles what it does best. Together, they compound.
My setup: Claude sorts emails and handles research. ChatGPT scores leads and drafts content. Zapier connects everything. Make.com repurposes content automatically. Cursor builds custom tools when I need them.
Monthly cost: $85. Hours saved: 60. That's better ROI than any hire I've made.
Day 26/28: Tomorrow I share the painful mistakes you need to avoid.
#optimaisolutions
#28DayAIChallenge #AIAgents #BuildWithAI #AIStack #ProductivityHacks #ChatGPT #Claude #Zapier #MakeDotCom #Cursor #AITools
James L retweeted
Claude did my competitor research while I ate lunch.
What it did:
Visited 5 competitor websites
Pulled pricing info
Noted key features
Created spreadsheet with sources
What I did: ordered tacos.
#28DayAIChallenge #AIAgents #BuildWithAI #Claude #AIAutomation #ComputerUse #ResearchTools #ProductivityHacks #FYP #TechTok #AITools #optimaisolutions
James L retweeted
I Built a Client Management App in 10 Minutes
Lovable and Bolt are vibe coding on steroids. You describe what you need. The AI builds the full application with database, interface, and functionality. You get a deployed URL.
I built a simple freelance CRM. Client names, projects, payment status, filters. The AI generated everything. I made two design tweaks with follow-up prompts. Total time: 10 minutes. Traditional development: months or $10,000.
It's not perfect. But it's usable immediately.
Day 24/28: Tomorrow Claude becomes my research assistant.
#optimaisolutions
#28DayAIChallenge #AIAgents #BuildWithAI #VibeCoding #NoCode #Lovable #BoltDotNew #AppDevelopment #BuildInPublic #StartupTools
James L retweeted
Built a lead magnet calculator in 1 hour.
How it works:
User enters their numbers
Sees their ROI calculation
Gives email to download report
I get qualified leads
12 signups on day one.
#28DayAIChallenge #AIAgents #BuildWithAI #VibeCoding #NoCode #LeadGeneration #lovable #MarketingTools #BuildInPublic #FYP #TechTok #Entrepreneur #optimaisolutions
James L retweeted
I built an app without coding skills.
Described what I wanted in plain English
AI wrote the code in 30 seconds
Fixed issues by chatting with it
Live on my website in 45 minutes
What would you build?
#28DayAIChallenge #AIAgents #LearnAI #BuildWithAI #VibeCoding #BuildInPublic #NoCode #Cursor #lovable #AITools #ContentCreator #optimaisolutions #claude
James L retweeted
Week 3 complete. Agent building works.
What I built:
Email sorting agent
Lead scoring agent
Customer support agent
Content repurposing agent
3 worked perfectly. 2 needed fixes.
Which agent would you build first?
#28DayAIChallenge #AIAgents #LearnAI #BuildWithAI #NoCodeAutomation #AIAutomation #WeeklyRecap #MakeDotCom #Zapier #ChatGPT #FYP #TechTok #BuildInPublic #optimaisolutions
James L retweeted
AI Content Repurposing Day 20/28
Content repurposing agent is done.
What it does:
Reads my original post
Reformats for 5 platforms
Delivers in 2 minutes
I review and post
Which platforms do you repurpose content for?
#28DayAIChallenge #AIAgents #LearnAI #BuildWithAI #NoCodeAutomation #AIAutomation #ContentCreation #ContentRepurposing #MakeDotCom #FYP #TechTok #ContentCreator #optimaisolutions
James L retweeted
My AI answers customer support emails now.
How it works:
Email arrives
AI reads it
Matches against FAQ
Sends answer or forwards to me
80% handled automatically
What support task would you automate?
#28DayAIChallenge #AIAgents #LearnAI #makedotcom #ChatGPT #claude
James L retweeted
I switched from Zapier to Make.com.
Zapier: $50/month after 1,000 tasks
Make.com: Free for 1,000 operations
Rebuilt my agents in 10 minutes
What automation tool do you use?
#28DayAIChallenge #AIAgents #LearnAI #MakeDotCom #Zapier ##optimaisolutions
James L retweeted
AI scores my leads now.
The workflow:
Form submitted
ChatGPT reads it
AI scores based on my criteria
Auto-adds to Google Sheet
What repetitive task would you automate?#28DayAIChallenge #AIAgents #LearnAI #NoCodeAutomation #LeadScoring #Zapier #ChatGPT #optimaisolutions
James L retweeted
Built my first AI agent. 5 minutes of setup.
What it does:
Reads incoming emails
Sorts them by category
Labels and files automatically
Runs while I sleep
What would you automate first?
#28DayAIChallenge #AIAgents #LearnAI #claude #optimaisolutions #AIAutomation #ChatGPT
James L retweeted
My AI instruction manual saves me 10 hours per week.
What's in it:
- Who I am and my goals
- My writing style guide
- How I want common tasks done
What would you put in yours?
#28DayAIChallenge #LearnAI #ContextEngineering #PromptEngineering #chatgpt #Claude #optimaisolutions
James L retweeted
Week 1 of 30 complete. Here's what happened:
Wins:
Saved $997 on a bad AI course
Built my AI second brain
Got feedback that improved my idea
Failures:
First automation broke twice
Prompts were too vague
Week 2: We build real AI agents #LearnAI #AIForBeginners #ChatGPT #Claude
James L retweeted
Your Prompts Aren't Bad. Your Context Is.
I used to think AI was overhyped. Then I realized I was the problem. Typing "write an email" and expecting magic is like handing someone a blank page and asking them to finish your sentence. its about context engineering. #ChatGPT


