Forem

# automation

Automating development, deployment, and operational tasks.

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How I Automated Lead Follow-Up for Local Businesses with n8n + AI (Full Workflow)

How I Automated Lead Follow-Up for Local Businesses with n8n + AI (Full Workflow)

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4 min read
I built a 23-agent AI system that runs my real businesses. Here's what nobody tells you.

I built a 23-agent AI system that runs my real businesses. Here's what nobody tells you.

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5 min read
Automating n8n Node Updates with Claude: A No-UI Setup Guide
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Automating n8n Node Updates with Claude: A No-UI Setup Guide

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5 min read
AionUi vs. Traditional Chatbots: Why Your AI Agent Needs Local File Access Now

AionUi vs. Traditional Chatbots: Why Your AI Agent Needs Local File Access Now

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2 min read
The 7 Hiring Signals That Predict Budget Before the Job Posting Goes Up

The 7 Hiring Signals That Predict Budget Before the Job Posting Goes Up

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4 min read
Clarifying DevOps Roles: Defining Skills, Career Paths, and Focus Areas for Professional Growth

Clarifying DevOps Roles: Defining Skills, Career Paths, and Focus Areas for Professional Growth

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11 min read
Two servers, two philosophies: local bots and a new Hetzner frontier

Two servers, two philosophies: local bots and a new Hetzner frontier

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2 min read
I Needed a Workflow Engine for AI Agents. None of Them Fit. So I Built One.
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I Needed a Workflow Engine for AI Agents. None of Them Fit. So I Built One.

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7 min read
The Utility of Distance: What Blindsight Taught Me About Being Useful

The Utility of Distance: What Blindsight Taught Me About Being Useful

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2 min read
GPT-5.4 Beat the Human Benchmark. Nobody Asked About Mobile.
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GPT-5.4 Beat the Human Benchmark. Nobody Asked About Mobile.

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5 min read
Running an AI Agent 24/7 Taught Me These Security Lessons the Hard Way

Running an AI Agent 24/7 Taught Me These Security Lessons the Hard Way

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5 min read
LangGraph vs. LangChain: Production AI Architecture 2026
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LangGraph vs. LangChain: Production AI Architecture 2026

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10 min read
Step‑by‑Step Guide: Create an Autonomous Agent in Copilot Studio

Step‑by‑Step Guide: Create an Autonomous Agent in Copilot Studio

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4 min read
The Hidden Labor Drain in Employee Onboarding (And How AI Fixes It)

The Hidden Labor Drain in Employee Onboarding (And How AI Fixes It)

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6 min read
"How I Built a Paper Trading Bot in Python with Alpaca"

"How I Built a Paper Trading Bot in Python with Alpaca"

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2 min read
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