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# automation

Automating development, deployment, and operational tasks.

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Manual testing isn't dying, but manual testers need to change

Manual testing isn't dying, but manual testers need to change

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7 min read
How a tiny heartbeat script turned into a supervisor for AI CLI workers

How a tiny heartbeat script turned into a supervisor for AI CLI workers

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3 min read
What we learned running a QA outsourcing company for 8 years

What we learned running a QA outsourcing company for 8 years

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8 min read
We built an accessibility tool because spreadsheet audits were killing us

We built an accessibility tool because spreadsheet audits were killing us

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7 min read
Security testing for teams that have been putting it off

Security testing for teams that have been putting it off

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7 min read
The code smells that make your Cypress tests flaky, and how we fixed ours

The code smells that make your Cypress tests flaky, and how we fixed ours

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6 min read
Why Single-Pass AI Test Generation Produces Garbage

Why Single-Pass AI Test Generation Produces Garbage

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6 min read
Automate social listening with OpenClaw and Mentionkit

Automate social listening with OpenClaw and Mentionkit

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6 min read
I Built a Chrome Extension That Auto-Approves Tool Prompts in ChatGPT

I Built a Chrome Extension That Auto-Approves Tool Prompts in ChatGPT

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2 min read
How to Build a Task Automation Agent (That Uses APIs on Its Own)

How to Build a Task Automation Agent (That Uses APIs on Its Own)

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3 min read
$2/Day AI: How a Four-Tier Model Hierarchy Reduced Agent Operating Costs 95% Without Quality Loss

$2/Day AI: How a Four-Tier Model Hierarchy Reduced Agent Operating Costs 95% Without Quality Loss

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26 min read
AI Agent vs Chatbot: I've Deployed Both. Here Is What Actually Matters.

AI Agent vs Chatbot: I've Deployed Both. Here Is What Actually Matters.

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14 min read
Automate your Git Workflow using AI

Automate your Git Workflow using AI

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2 min read
Getting started with playwright auth feature

Getting started with playwright auth feature

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1 min read
What Nobody Tells You About Building AI Agents

What Nobody Tells You About Building AI Agents

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2 min read
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