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# automation

Automating development, deployment, and operational tasks.

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A Taxonomy of Agents: Why One Worker Type Is Not Enough

A Taxonomy of Agents: Why One Worker Type Is Not Enough

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8 min read
I found the r/openclaw thread with 27 upvotes where someone gave an agent a real iPhone and now I can’t stop thinking about it

I found the r/openclaw thread with 27 upvotes where someone gave an agent a real iPhone and now I can’t stop thinking about it

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7 min read
One year of self-hosted n8n on a $6 Hetzner VPS

One year of self-hosted n8n on a $6 Hetzner VPS

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5 min read
n8n vs Zapier — Which Is Right for Production Workflows?

n8n vs Zapier — Which Is Right for Production Workflows?

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5 min read
The AI That Improves Itself: Autonomous Prompt Iteration Loop

The AI That Improves Itself: Autonomous Prompt Iteration Loop

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6 min read
Optimizing Browser Fingerprint Spoofing and Session Validation in Automated Scrapers

Optimizing Browser Fingerprint Spoofing and Session Validation in Automated Scrapers

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2 min read
SnapMacros: Building an AI Nutrition Scanner That Understands Food From Images

SnapMacros: Building an AI Nutrition Scanner That Understands Food From Images

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2 min read
AI Tools & Products Radar — May 28, 2026

AI Tools & Products Radar — May 28, 2026

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3 min read
How to Automate File Renaming with AI and OCR

How to Automate File Renaming with AI and OCR

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8 min read
I Failed 7 Times Building an Autonomous Social Media Agent — Here is Every Error and Fix

I Failed 7 Times Building an Autonomous Social Media Agent — Here is Every Error and Fix

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2 min read
The four-line cron that decides who falls in love (in my dating app)

The four-line cron that decides who falls in love (in my dating app)

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5 min read
I Built a One-Person AI QA Agency Using a Skill File and Local LLM

I Built a One-Person AI QA Agency Using a Skill File and Local LLM

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3 min read
5 ways AI agents quietly die inside n8n production

5 ways AI agents quietly die inside n8n production

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4 min read
Validating ads with an AI Video Ad Generator under a $100 budget

Validating ads with an AI Video Ad Generator under a $100 budget

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5 min read
I Built a Stateful Research Agent Inside a Sandbox. Here's What the Numbers Actually Looked Like.

I Built a Stateful Research Agent Inside a Sandbox. Here's What the Numbers Actually Looked Like.

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9 min read
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