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# automation

Automating development, deployment, and operational tasks.

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Terraform State Files Explained: What They Are, Why They Exist, and Why They Scare Everyone

Terraform State Files Explained: What They Are, Why They Exist, and Why They Scare Everyone

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7 min read
How a Solo Dev Tried to Make $100/Month with AI Agents and Crypto Bots — The Full Story

How a Solo Dev Tried to Make $100/Month with AI Agents and Crypto Bots — The Full Story

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7 min read
Three times independent QA saved a release (and one time we almost didn't)

Three times independent QA saved a release (and one time we almost didn't)

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6 min read
AI isn't killing creativity in QA, but it's not saving it either

AI isn't killing creativity in QA, but it's not saving it either

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6 min read
How We Pass Listing Context to an LLM...

How We Pass Listing Context to an LLM...

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6 min read
Getting started with API documentation tools in modern development workflows

Getting started with API documentation tools in modern development workflows

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1 min read
Automate Docker Container Health Checks With a 50-Line Bash Script

Automate Docker Container Health Checks With a 50-Line Bash Script

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4 min read
AI can't replace testers, but not for the reasons you think

AI can't replace testers, but not for the reasons you think

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6 min read
I Built an Automated Call-to-Tasks Pipeline with Claude Code, Whisper, and CalDAV

I Built an Automated Call-to-Tasks Pipeline with Claude Code, Whisper, and CalDAV

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3 min read
I Built a Trading Signal Engine That Reads Congressional Insider Trades — Here's the Architecture

I Built a Trading Signal Engine That Reads Congressional Insider Trades — Here's the Architecture

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8 min read
The test case mistakes we see on every new client project

The test case mistakes we see on every new client project

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7 min read
The non-functional tests nobody runs until production breaks

The non-functional tests nobody runs until production breaks

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7 min read
A self-updating GitHub profile README

A self-updating GitHub profile README

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2 min read
Image Renamer: Bringing order to your photo library

Image Renamer: Bringing order to your photo library

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3 min read
The Evolution of GUI Agents: From RPA Scripts to AI That Sees Your Screen

The Evolution of GUI Agents: From RPA Scripts to AI That Sees Your Screen

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5 min read
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