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# automation

Automating development, deployment, and operational tasks.

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My AI Prospecting Bot Found Its Own Ceiling

My AI Prospecting Bot Found Its Own Ceiling

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3 min read
Local Agent's(Xoul) Code Store & AI Arena: Autonomous Agents Powered by Code Execution

Local Agent's(Xoul) Code Store & AI Arena: Autonomous Agents Powered by Code Execution

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3 min read
Your Browser Automation Agent Is Blind to Failures

Your Browser Automation Agent Is Blind to Failures

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3 min read
How to Programmatically Install Firefox Extensions (And Why It Breaks)

How to Programmatically Install Firefox Extensions (And Why It Breaks)

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5 min read
I Built a Rate Limiter for My AI Content Agent

I Built a Rate Limiter for My AI Content Agent

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3 min read
Building an AI Voice Agent Pipeline with n8n — Analyze Calls, Score Leads, Alert in Real-Time

Building an AI Voice Agent Pipeline with n8n — Analyze Calls, Score Leads, Alert in Real-Time

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5 min read
Multi-Agent AI in n8n: 3 Parallel Agents for Competitive Intelligence

Multi-Agent AI in n8n: 3 Parallel Agents for Competitive Intelligence

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6 min read
Run Local AI Agents with n8n + Ollama in Docker — No API Keys, No Limits

Run Local AI Agents with n8n + Ollama in Docker — No API Keys, No Limits

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4 min read
Ship Safer Code: The GitHub Actions Patterns That Actually Matter

Ship Safer Code: The GitHub Actions Patterns That Actually Matter

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3 min read
How to Reduce Technical Debt in a Legacy Salesforce Org: A Practical Audit Guide

How to Reduce Technical Debt in a Legacy Salesforce Org: A Practical Audit Guide

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6 min read
How I Automated a Faceless YouTube Channel That Runs Without Me (Code + Architecture)

How I Automated a Faceless YouTube Channel That Runs Without Me (Code + Architecture)

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3 min read
The Rise of AI in DevOps Makes Deterministic Policy Evaluation More Important Than Ever.

The Rise of AI in DevOps Makes Deterministic Policy Evaluation More Important Than Ever.

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3 min read
Your Linux Logs Are Eating Disk: A Practical Retention Policy with journald + logrotate

Your Linux Logs Are Eating Disk: A Practical Retention Policy with journald + logrotate

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3 min read
Why AI Agents Fail in Production (And It Is Not the Model)

Why AI Agents Fail in Production (And It Is Not the Model)

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6 min read
Your AI Agent's Most Valuable Output Is "Nothing to Report"

Your AI Agent's Most Valuable Output Is "Nothing to Report"

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4 min read
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