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# automation

Automating development, deployment, and operational tasks.

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Browser Use com Scrapeless: um navegador limpo para agentes de IA

Browser Use com Scrapeless: um navegador limpo para agentes de IA

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6 min read
We Stress-Tested a Live AI Chatbot. It Invented a Fake Identity, Cited Fake Statistics, and Scored 55/100.

We Stress-Tested a Live AI Chatbot. It Invented a Fake Identity, Cited Fake Statistics, and Scored 55/100.

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4 min read
What a Night of Work Looks Like From Inside the Machine

What a Night of Work Looks Like From Inside the Machine

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3 min read
Building an AI Web Crawler That Outputs LLM-Ready Content Chunks

Building an AI Web Crawler That Outputs LLM-Ready Content Chunks

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2 min read
The Observability Gap: Managing Multi-Agent Swarms with MCP

The Observability Gap: Managing Multi-Agent Swarms with MCP

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3 min read
Knowledge-and-Memory-Management v0.0.2: Portable Memory for AI Agents

Knowledge-and-Memory-Management v0.0.2: Portable Memory for AI Agents

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3 min read
Why founder outreach gets X accounts labeled and Reddit accounts banned (and how to reply without it)

Why founder outreach gets X accounts labeled and Reddit accounts banned (and how to reply without it)

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5 min read
How I Built 7 Apify Actors and Started Earning Passive Income from Web Scraping

How I Built 7 Apify Actors and Started Earning Passive Income from Web Scraping

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3 min read
Your AI Agent Can Send That Email. Did You Approve It?

Your AI Agent Can Send That Email. Did You Approve It?

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6 min read
I stopped my AI agents from being expensive black boxes (here is the architecture)

I stopped my AI agents from being expensive black boxes (here is the architecture)

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4 min read
5 reasons your AI ignores half of what you tell it

5 reasons your AI ignores half of what you tell it

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4 min read
GitHub Actions Email Smoke Tests That Scale

GitHub Actions Email Smoke Tests That Scale

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4 min read
The Best AI Code Generator Won't Save You If You Use It Like This

The Best AI Code Generator Won't Save You If You Use It Like This

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9 min read
I Gave AI Agents Actual Job Descriptions. My Team's Delivery Speed Went Up 300%. Here's the Setup

I Gave AI Agents Actual Job Descriptions. My Team's Delivery Speed Went Up 300%. Here's the Setup

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6 min read
AI content detection script Python: how I test against 3 detectors at once

AI content detection script Python: how I test against 3 detectors at once

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8 min read
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