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# automation

Automating development, deployment, and operational tasks.

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: I Built an AI That Scans Repos, Screens Candidates, and Agents Inside VS Code — As a 2nd Year CS Student

: I Built an AI That Scans Repos, Screens Candidates, and Agents Inside VS Code — As a 2nd Year CS Student

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5 min read
I gave my AI agent real hands: driving a browser with the Chrome DevTools Protocol

I gave my AI agent real hands: driving a browser with the Chrome DevTools Protocol

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3 min read
What AutoGPT ships in 2026: a low-code platform for continuous AI agents

What AutoGPT ships in 2026: a low-code platform for continuous AI agents

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3 min read
How to Stop an LLM Agent From Hallucinating Actions on Real Systems

How to Stop an LLM Agent From Hallucinating Actions on Real Systems

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3 min read
A Jittered Delay Engine That Doesn't Look Like a Bot

A Jittered Delay Engine That Doesn't Look Like a Bot

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6 min read
Claude Code to Outlook via pywin32 — no MCP, no permission, no problem.

Claude Code to Outlook via pywin32 — no MCP, no permission, no problem.

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3 min read
Measuring DevOps maturity without a consultant: an open-source, automatable baseline

Measuring DevOps maturity without a consultant: an open-source, automatable baseline

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2 min read
A Green Frontend Pipeline Is Not the Same as a Safe Release

A Green Frontend Pipeline Is Not the Same as a Safe Release

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12 min read
HackerRank open sourced its ATS: Analyzing resume scoring consistency!

HackerRank open sourced its ATS: Analyzing resume scoring consistency!

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5 min read
The Test ID Pattern That Finally Killed Our Flake

The Test ID Pattern That Finally Killed Our Flake

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4 min read
API Test Suite Organization: Folders, Tags, or Domains?

API Test Suite Organization: Folders, Tags, or Domains?

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5 min read
How to Diff Browser Profile State Before Reusing It in Playwright

How to Diff Browser Profile State Before Reusing It in Playwright

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7 min read
I Built Obsidian for Coding

I Built Obsidian for Coding

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6 min read
Modernizando a Automação no Linux: Por que e como migrar do Cron para systemd Timers

Modernizando a Automação no Linux: Por que e como migrar do Cron para systemd Timers

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4 min read
Affiliate Marketing for Developers

Affiliate Marketing for Developers

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3 min read
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