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# automation

Automating development, deployment, and operational tasks.

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Basic Mail Automation in Python

Basic Mail Automation in Python

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Comments 4
4 min read
From โ€˜What Did We Decide?โ€™ to โ€˜Got It, AI!โ€™ ๐Ÿค–

From โ€˜What Did We Decide?โ€™ to โ€˜Got It, AI!โ€™ ๐Ÿค–

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3 min read
๐—œ๐—ฆ ๐—ข๐—ฃ๐—˜๐—ก๐—”๐—œ ๐—ฅ๐—˜๐—ฃ๐—Ÿ๐—”๐—–๐—œ๐—ก๐—š ๐—ก๐Ÿด๐—ก?

๐—œ๐—ฆ ๐—ข๐—ฃ๐—˜๐—ก๐—”๐—œ ๐—ฅ๐—˜๐—ฃ๐—Ÿ๐—”๐—–๐—œ๐—ก๐—š ๐—ก๐Ÿด๐—ก?

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1 min read
Centralizing code quality commands in PHP projects: composer scripts vs Makefile

Centralizing code quality commands in PHP projects: composer scripts vs Makefile

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5 min read
10,000 Failed Scripts Later: 5 Python Antipatterns to Avoid

10,000 Failed Scripts Later: 5 Python Antipatterns to Avoid

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6 min read
๐Ÿค– AI as Your QA Pair Buddy

๐Ÿค– AI as Your QA Pair Buddy

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2 min read
Stop Spraying & Praying: An Engineer's Guide to Account-Based Marketing

Stop Spraying & Praying: An Engineer's Guide to Account-Based Marketing

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5 min read
๐Ÿš€ Ansible Flask Web App Deployment on AWS

๐Ÿš€ Ansible Flask Web App Deployment on AWS

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2 min read
QuPath Patch Extractor Pipeline

QuPath Patch Extractor Pipeline

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3 min read
Why AI Projects Fail to Deliver ROI (and How We Can Fix It)

Why AI Projects Fail to Deliver ROI (and How We Can Fix It)

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2 min read
Build an AI Research Archivist with n8n: Stop Researching the Same Topics Twice

Build an AI Research Archivist with n8n: Stop Researching the Same Topics Twice

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5 min read
Claude Sonnet 4.5: 61% Reliable AI Agent - Copilot, Not Autopilot

Claude Sonnet 4.5: 61% Reliable AI Agent - Copilot, Not Autopilot

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1 min read
Building Scalable Multi-Agent Systems in a Day

Building Scalable Multi-Agent Systems in a Day

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3 min read
AI Agent Building Block: Native App Automation

AI Agent Building Block: Native App Automation

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12 min read
Community: The 100% Open-Source AI Stack That Automates My Business, and Tricks for Troubleshooting It

Community: The 100% Open-Source AI Stack That Automates My Business, and Tricks for Troubleshooting It

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7 min read
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