AI Agents & Automation | Lead Generation
100K+ students · 200K+ community
Collab: manthan@leadgenman.com
Every LLM response goes through 6 steps
Here's what happens:
study this and you'll never look at AI the same way:
⭕ TOKENIZATION
Text gets broken into tokens (words, subwords, or characters)
Every LLM response goes through 6 steps
Here's what happens:
study this and you'll never look at AI the same way:
⭕ TOKENIZATION
Text gets broken into tokens (words, subwords, or characters)
You can't afford to miss this.
You can't afford to miss this.
Searchable directory. Free templates. No paywalls.
Search anything (LinkedIn automation, email sequences, AI agents)
→ Download JSON
→ Import to n8n
→ Done
Want access?
Comment "LINK"
I'll send you the resource
Searchable directory. Free templates. No paywalls.
Search anything (LinkedIn automation, email sequences, AI agents)
→ Download JSON
→ Import to n8n
→ Done
Want access?
Comment "LINK"
I'll send you the resource
Save this cheatsheet. You'll need it.
Save this cheatsheet. You'll need it.
Everything you need to build, automate, and scale faster than ever.
Save this
Use it
Win with it
Everything you need to build, automate, and scale faster than ever.
Save this
Use it
Win with it
This visual explains it better than any article could.
Save it before you architect your next system.
This visual explains it better than any article could.
Save it before you architect your next system.
- Raised $1M for an AI startup
- Landed a $200K job from prompt engineering
- Shipped an app in 48 hours using GPT
Feeling behind?
- Raised $1M for an AI startup
- Landed a $200K job from prompt engineering
- Shipped an app in 48 hours using GPT
Feeling behind?
let me break it down real quick:
what’s an LLM ?
A large language model that reads text token by token to understand and generate language.
but that’s just one type
here are others:
let me break it down real quick:
what’s an LLM ?
A large language model that reads text token by token to understand and generate language.
but that’s just one type
here are others:
→ Break when users don't follow the script
→ No retry logic when external APIs fail
→ Restart from zero every time something goes wrong
→ Can't handle multi-step reasoning without losing context
You need LangGraph
→ Break when users don't follow the script
→ No retry logic when external APIs fail
→ Restart from zero every time something goes wrong
→ Can't handle multi-step reasoning without losing context
You need LangGraph
They’re not
Not even close
If you're building with AI but don't understand these layers, you're playing the game blind
They’re not
Not even close
If you're building with AI but don't understand these layers, you're playing the game blind
From agents that talk to agents that think, breakthroughs are compounding fast.
Here’s a visual snapshot of 6 AI agent trends quietly reshaping how we build, work, and automate
Don’t sleep on this
From agents that talk to agents that think, breakthroughs are compounding fast.
Here’s a visual snapshot of 6 AI agent trends quietly reshaping how we build, work, and automate
Don’t sleep on this
It runs in n8n and pulls data from:
Gmail
Google Calendar
GitHub
Setup time: ~15 minutes
you can do it too.
It runs in n8n and pulls data from:
Gmail
Google Calendar
GitHub
Setup time: ~15 minutes
you can do it too.
9 expert guides from OpenAI, Google, and Anthropic with 601 real use cases and 7 enterprise lessons
Steal the playbooks that 2x output and cut build time from weeks to hours.
Save this and lock your 2025 AI plan today
9 expert guides from OpenAI, Google, and Anthropic with 601 real use cases and 7 enterprise lessons
Steal the playbooks that 2x output and cut build time from weeks to hours.
Save this and lock your 2025 AI plan today
— 5 open tabs with “maybe-useful” AI tools
— ChatGPT hallucinating your workflow
— Agent libraries that break on basic tasks
— People sharing tools without context
So I mapped 30+ AI agents by real use-case ‼
— 5 open tabs with “maybe-useful” AI tools
— ChatGPT hallucinating your workflow
— Agent libraries that break on basic tasks
— People sharing tools without context
So I mapped 30+ AI agents by real use-case ‼