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# automation

Automating development, deployment, and operational tasks.

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n8n: Credential - Atlassian Credentials account

n8n: Credential - Atlassian Credentials account

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1 min read
Why Automation Fails for Most Businesses & How to Appoach it like a Pro

Why Automation Fails for Most Businesses & How to Appoach it like a Pro

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4 min read
dots-ocr: Open-Source OCR Outperforms Giants for Multilingual Automation

dots-ocr: Open-Source OCR Outperforms Giants for Multilingual Automation

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4 min read
Stop Writing Boilerplate for File Watching in Python

Stop Writing Boilerplate for File Watching in Python

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4 min read
Testing in the Age of AI Agents: How I Kept QA from Collapsing

Testing in the Age of AI Agents: How I Kept QA from Collapsing

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4 min read
I Built a Reddit Keyword Monitoring System. Here's What Actually Works.

I Built a Reddit Keyword Monitoring System. Here's What Actually Works.

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2 min read
AI Workplace Integrations: ChatGPT Connectors & Expressive Voices

AI Workplace Integrations: ChatGPT Connectors & Expressive Voices

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7 min read
GitHub Actions: How It Works Under the Hood (Mental Model)

GitHub Actions: How It Works Under the Hood (Mental Model)

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3 min read
Why Most Business AI Fails — And How RAGS Gives Companies a Real Brain.

Why Most Business AI Fails — And How RAGS Gives Companies a Real Brain.

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6 min read
🤔 I Got Tired of Typing Git Commands… So I Built My Own One-Command Git Tool in Python

🤔 I Got Tired of Typing Git Commands… So I Built My Own One-Command Git Tool in Python

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2 min read
AI Weekly Reflection: Week of 1/6/2026 - 1/12/2026

AI Weekly Reflection: Week of 1/6/2026 - 1/12/2026

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1 min read
Trimming Toil: Automating Repetitive Development Tasks

Trimming Toil: Automating Repetitive Development Tasks

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2 min read
Five Patterns for Building Self-Updating Documentation

Five Patterns for Building Self-Updating Documentation

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6 min read
Dealing with Non-Reproducible Bugs: Important Tips

Dealing with Non-Reproducible Bugs: Important Tips

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2 min read
Auto-Update “Last Updated” Date in README on Every GitHub Push

Auto-Update “Last Updated” Date in README on Every GitHub Push

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2 min read
Why n8n Is Quietly Becoming a Power Tool for DevOps & SRE Teams❓

Why n8n Is Quietly Becoming a Power Tool for DevOps & SRE Teams❓

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2 min read
🧩 Runtime Snapshots #11 — The Design Loop: From 'Make It Like That Site' to Pixel-Perfect Code

🧩 Runtime Snapshots #11 — The Design Loop: From 'Make It Like That Site' to Pixel-Perfect Code

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4 min read
Automating AWS Security Scanning: Configuring Prowler on EC2 as a Cron Job to Detect Outdated AMIs

Automating AWS Security Scanning: Configuring Prowler on EC2 as a Cron Job to Detect Outdated AMIs

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13 min read
[Gemini][Golang] Building a LINE File Backup Bot in Golang to Google Drive

[Gemini][Golang] Building a LINE File Backup Bot in Golang to Google Drive

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7 min read
Setting up your own n8n service for better information flow (IFTTT alternative)

Setting up your own n8n service for better information flow (IFTTT alternative)

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3 min read
Gemini/Firebase: Building a Tech News LINE Bot with IFTTT and LangChain

Gemini/Firebase: Building a Tech News LINE Bot with IFTTT and LangChain

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1 min read
[n8n][Gemini] Building an AI-Powered RSS Summary System with Daily LINE Notifications

[n8n][Gemini] Building an AI-Powered RSS Summary System with Daily LINE Notifications

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5 min read
Rotating Residential Proxies Still Get Blocked: A Diagnostic Framework to Separate Site Policy vs Proxy Quality Signals

Rotating Residential Proxies Still Get Blocked: A Diagnostic Framework to Separate Site Policy vs Proxy Quality Signals

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13 min read
Building Career Architect: An AI-Powered Job Application Pipeline for Engineers

Building Career Architect: An AI-Powered Job Application Pipeline for Engineers

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3 min read
How Databricks Used AI Agents to Cut Database Debugging Time by 90%

How Databricks Used AI Agents to Cut Database Debugging Time by 90%

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3 min read
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