Here is how I process map a workflow to move it from "Manual Grind" to "Fully Automated." 🧵

How I use AI to analyze my data. In this example, I have it review two months of time tracking, use a calculator, and send me and my team the results in Slack.

#n8n #automation #entrepreneur #founder

Just built a "Time Tracking Agent" using n8n.

It runs at midnight, grabs API data, cleans it with a custom code node (crucial for LLM accuracy), and reports client budget status directly to Slack.

No more asking PMs "where are we at on hours?" It's just there.

#Automation #AI

Size matters when it comes to building AI systems. Build SMALL agents. They're easier to build, maintain, and improve over time.

I built this entire one-pager in seconds using Gamma. I just pasted my notes, and when I wanted changes, I chatted with Gamma's AI Agent. It did it all instantly. #AI #Gamma #Productivity

A quick review of n8n v2's new ChatHub feature. This creates a central hub for all your chat-triggered workflows and eliminates the need to build a custom UI to house this and try to figure out how to keep a history of chats.

#n8n #automation #nocode #productivity #aiagents

Experimenting with AI-generated workflows in n8n today. I went in blind and asked it to build a flow connecting Brave Search to Google Docs.

It actually worked—processed the prompt, picked the nodes, and connected the logic. It's a great way to shortcut the initial "how do I design this?" phase.

Don't pass raw HTML to your LLMs. It kills your token limits.

Better approach:

1. HTTP Request to get the page
2. AI node to "extract X" from the HTML
3. Return only the clean data

Less noise, fewer hallucinations

#n8n #aiagents #contextengineering

Building AI agents doesn't need to be hard.

I just walked through how to do it in n8n in 90 seconds.

Trigger: Chat
Model: OpenRouter (gives you options)
Prompt: Just ask an LLM to write the system message for you

Simple, powerful, done. ✅

#n8n #aiagents #automation

The worst part of building automations? Documenting them.

I just set up an AI agent that takes n8n/Make JSON and auto-generates a full technical scope.

It even uses an App Script to format the Markdown into a clean Google Doc.

Documentation used to take hours; now it takes 45 seconds.

Stop writing sales follow-ups manually. It's INSANE how easy this is.

Here's how I built an AI agent that does the heavy lifting for me in less than 20 seconds.

#SalesHacks #AIAutomation #n8n #ChatGPT #Gemini3 #SalesTips #businessautomation