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# automation

Automating development, deployment, and operational tasks.

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How to Bypass reCAPTCHA and Turnstile in Crawlee with CapSolver

How to Bypass reCAPTCHA and Turnstile in Crawlee with CapSolver

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7 min read
Building a YouTube Automation System with Claude AI: From News to Shorts in Minutes

Building a YouTube Automation System with Claude AI: From News to Shorts in Minutes

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2 min read
Announcing pytest-mockllm v0.2.1: "True Fidelity"

Announcing pytest-mockllm v0.2.1: "True Fidelity"

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3 min read
AI Agent-Level Attacks & Autonomous Exploit Generation: Can AI Hack Itself?

AI Agent-Level Attacks & Autonomous Exploit Generation: Can AI Hack Itself?

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4 min read
Churn is a Bug: A Developer's Guide to B2B Customer Retention

Churn is a Bug: A Developer's Guide to B2B Customer Retention

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5 min read
Beyond CAPTCHAs: What Websites Really Measure When Detecting Automation

Beyond CAPTCHAs: What Websites Really Measure When Detecting Automation

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3 min read
Build a RAG Pipeline with n8n: Visual Workflows vs. Code-First

Build a RAG Pipeline with n8n: Visual Workflows vs. Code-First

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6 min read
How Rotating Mobile Proxies Are Transforming Data Collection: A 2025 Comparison of the Top Providers

How Rotating Mobile Proxies Are Transforming Data Collection: A 2025 Comparison of the Top Providers

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5 min read
I built a residential management system to fix manual estate management in Nigeria

I built a residential management system to fix manual estate management in Nigeria

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4 min read
AI Agents 2025: Why AutoGPT and CrewAI Still Struggle with Autonomy

AI Agents 2025: Why AutoGPT and CrewAI Still Struggle with Autonomy

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7 min read
JD.Efcpt.Build: Build‑Time EF Core Scaffolding to Keep Database‑First Models in Sync

JD.Efcpt.Build: Build‑Time EF Core Scaffolding to Keep Database‑First Models in Sync

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9 min read
Why I’m building a Windows-first emotional AI assistant (lessons so far)

Why I’m building a Windows-first emotional AI assistant (lessons so far)

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2 min read
Billing Automation Isn’t Optional Once Telecom Systems Grow

Billing Automation Isn’t Optional Once Telecom Systems Grow

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2 min read
Building Context-Aware Agents with LangGraph

Building Context-Aware Agents with LangGraph

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3 min read
HashiCorp Packer: Automating Machine Images for DevOps and DevSecOps

HashiCorp Packer: Automating Machine Images for DevOps and DevSecOps

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2 min read
Automate Your Life with n8n (Beginner-Friendly Guide)

Automate Your Life with n8n (Beginner-Friendly Guide)

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1 min read
n8n vs Vibe Coding: What Actually Works in Production

n8n vs Vibe Coding: What Actually Works in Production

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2 min read
I Built a Medium Article Scraper for Content Analysis & Research.

I Built a Medium Article Scraper for Content Analysis & Research.

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2 min read
Day-13 Refactoring Ansible Playbooks into Roles 🚀

Day-13 Refactoring Ansible Playbooks into Roles 🚀

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1 min read
Integrating Zapier MCP into a Chat System

Integrating Zapier MCP into a Chat System

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3 min read
Your Job Search is a Legacy System. Here’s How to Refactor It (2026 Edition)

Your Job Search is a Legacy System. Here’s How to Refactor It (2026 Edition)

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4 min read
Designing a YouTube Digest for Signal Over Noise

Designing a YouTube Digest for Signal Over Noise

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4 min read
🚀 Terraform Day 13: Data Sources — Stop Hardcoding, Start Automating

🚀 Terraform Day 13: Data Sources — Stop Hardcoding, Start Automating

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2 min read
Pseudo-localization for Automated i18n Testing

Pseudo-localization for Automated i18n Testing

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5 min read
How to Accelerate Release Cycles Without Hiring More Engineers

How to Accelerate Release Cycles Without Hiring More Engineers

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8 min read
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