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# automation

Automating development, deployment, and operational tasks.

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How I Used an AI Agent to "Enforce" 70% Unit Test Coverage for 3,000 Users

How I Used an AI Agent to "Enforce" 70% Unit Test Coverage for 3,000 Users

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3 min read
Why Decision Automation Is Riskier Than Task Automation

Why Decision Automation Is Riskier Than Task Automation

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5 min read
I Run 10 AI Agents in Production. They're All Bash Scripts.

I Run 10 AI Agents in Production. They're All Bash Scripts.

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4 min read
The Science of Prompt Optimization and Automated Refinement

The Science of Prompt Optimization and Automated Refinement

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6 min read
Introducing Teatree: Parallel Multi-Repo Development with AI Agents

Introducing Teatree: Parallel Multi-Repo Development with AI Agents

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19 min read
**Polymarket Trading Bots: My Recent Open-Source Projects for Automated Prediction Market Trading**

**Polymarket Trading Bots: My Recent Open-Source Projects for Automated Prediction Market Trading**

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4 min read
I spent 2 weeks reading outdated docs at my new job - so I discussed with 20 devs about it

I spent 2 weeks reading outdated docs at my new job - so I discussed with 20 devs about it

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2 min read
Membangun Sistem Preventive Maintenance untuk Forklift & Alat Berat: Workflow, Checklist K3, dan Otomasi Notifikasi

Membangun Sistem Preventive Maintenance untuk Forklift & Alat Berat: Workflow, Checklist K3, dan Otomasi Notifikasi

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8 min read
How to Automate iOS Development Without Breaking .pbxproj Files

How to Automate iOS Development Without Breaking .pbxproj Files

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3 min read
How to Build Self-Improving AI Systems (And Why Mine Wasn't Learning)

How to Build Self-Improving AI Systems (And Why Mine Wasn't Learning)

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2 min read
10 Claude Code Hooks I Collected From 108 Hours of Autonomous Operation (Now Open Source)

10 Claude Code Hooks I Collected From 108 Hours of Autonomous Operation (Now Open Source)

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5 min read
How Automation Amplifies System Design

How Automation Amplifies System Design

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5 min read
dupl8

dupl8

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1 min read
Automating LeetCode to GitHub: I Built a Chrome Extension So You Never Lose Your Solutions Again

Automating LeetCode to GitHub: I Built a Chrome Extension So You Never Lose Your Solutions Again

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5 min read
AI Agents Promise Productivity, but at What Cost? [Feb 2026]

AI Agents Promise Productivity, but at What Cost? [Feb 2026]

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5 min read
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