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# automation

Automating development, deployment, and operational tasks.

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I built an AI voice agent that cold-calls leads in Europe while I sleep (full setup)

I built an AI voice agent that cold-calls leads in Europe while I sleep (full setup)

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4 min read
Adaptive Neuro-Symbolic Planning for satellite anomaly response operations with embodied agent feedback loops

Adaptive Neuro-Symbolic Planning for satellite anomaly response operations with embodied agent feedback loops

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7 min read
I Built an AI SEO Monitor That Remembers Everything

I Built an AI SEO Monitor That Remembers Everything

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5 min read
How I Used Set Theory to Catch Bugs That Unit Tests Miss

How I Used Set Theory to Catch Bugs That Unit Tests Miss

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4 min read
Your Claude Code Batches Don't Have to Wait for Each Other

Your Claude Code Batches Don't Have to Wait for Each Other

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4 min read
The Runtime Gap Between OSS and Network Execution

The Runtime Gap Between OSS and Network Execution

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3 min read
How I extracted 580 verified clinic leads in 72 hours using Apollo + Python (full script)

How I extracted 580 verified clinic leads in 72 hours using Apollo + Python (full script)

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5 min read
Laziness Made Me Build a Python Tool That Generates Entire Project Structures

Laziness Made Me Build a Python Tool That Generates Entire Project Structures

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4 min read
Introducing MATE: A Modular Testing Environment for AI Agents

Introducing MATE: A Modular Testing Environment for AI Agents

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19 min read
gradle7

gradle7

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1 min read
The Internal IT Automation Stack: How Growing SaaS Companies Use n8n to Scale Without Hiring

The Internal IT Automation Stack: How Growing SaaS Companies Use n8n to Scale Without Hiring

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3 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
I Ran My Own SEO Agent on My Two Domains — It Went from 0/4 to 4/4 PASS in One Afternoon

I Ran My Own SEO Agent on My Two Domains — It Went from 0/4 to 4/4 PASS in One Afternoon

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4 min read
Specs = Tests: Why Spec-Driven Terraform Starts With Tests, Not Documents

Specs = Tests: Why Spec-Driven Terraform Starts With Tests, Not Documents

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6 min read
I Built 3 AI-Powered News Channels That Run for $0/Day

I Built 3 AI-Powered News Channels That Run for $0/Day

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4 min read
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