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# automation

Automating development, deployment, and operational tasks.

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Selenium Simplified — Mouse and Keyboard Actions in Selenium

Selenium Simplified — Mouse and Keyboard Actions in Selenium

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3 min read
Future Of Manual Testers in Age of AI

Future Of Manual Testers in Age of AI

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1 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
How I automated Windows Server storage savings (~30%) using NTFS Hard-links

How I automated Windows Server storage savings (~30%) using NTFS Hard-links

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2 min read
The Future of AI Automation: Preventing Ripple Effects

The Future of AI Automation: Preventing Ripple Effects

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1 min read
What Happens When Your AI Prospect Finder Runs Out of Prospects

What Happens When Your AI Prospect Finder Runs Out of Prospects

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3 min read
From AI-Generated n8n Workflows to Production: Guardrails That Actually Work

From AI-Generated n8n Workflows to Production: Guardrails That Actually Work

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4 min read
Parallel Agents in Claude Code: 3x Faster Development Workflows

Parallel Agents in Claude Code: 3x Faster Development Workflows

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2 min read
AI-Powered Workflows: Automate 80% of Development with Claude + GitHub Actions

AI-Powered Workflows: Automate 80% of Development with Claude + GitHub Actions

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7 min read
Why I Stopped Managing VPS Servers for My AI Tools (And What I Did Instead)

Why I Stopped Managing VPS Servers for My AI Tools (And What I Did Instead)

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6 min read
I Built the Wrong Thing Three Times Before Learning Claude Code's Extensibility Triangle

I Built the Wrong Thing Three Times Before Learning Claude Code's Extensibility Triangle

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11 min read
7 OpenClaw Automations That Actually Save Time (With Real Config Examples)

7 OpenClaw Automations That Actually Save Time (With Real Config Examples)

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5 min read
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