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# automation

Automating development, deployment, and operational tasks.

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Automating Proxmox Virtual Machine Deployment Using Terraform and Cloud-Init Templates

Automating Proxmox Virtual Machine Deployment Using Terraform and Cloud-Init Templates

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10 min read
I Got Tired of Downloading Email Attachments One by One, So I Built a Desktop App for It

I Got Tired of Downloading Email Attachments One by One, So I Built a Desktop App for It

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3 min read
System Design: How Do We Host an App That Runs a Job Every 5 Minutes?

System Design: How Do We Host an App That Runs a Job Every 5 Minutes?

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2 min read
Practical QA Skills in 2026: What Actually Breaks Modern Test Automation

Practical QA Skills in 2026: What Actually Breaks Modern Test Automation

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16 min read
AI Customer Service Chatbot with Demo Link

AI Customer Service Chatbot with Demo Link

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1 min read
Fine-Tuning Transformers Vs Lora Vs Qlora 2024

Fine-Tuning Transformers Vs Lora Vs Qlora 2024

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6 min read
Rag Evaluation Metrics

Rag Evaluation Metrics

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6 min read
Auto-Add Captions to Every Video Your Team Uploads (n8n + FFmpeg)

Auto-Add Captions to Every Video Your Team Uploads (n8n + FFmpeg)

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5 min read
My AI Agent Hit a Login Wall: BrowserAct Let It Ask for Help and Resume

My AI Agent Hit a Login Wall: BrowserAct Let It Ask for Help and Resume

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14 min read
Learning Linux Task Automation with Cron and Crontab

Learning Linux Task Automation with Cron and Crontab

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4 min read
Designing credential handling for authenticated browser automation

Designing credential handling for authenticated browser automation

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5 min read
I gave Claude Desktop an MCP server — it automated my Shopify store by itself

I gave Claude Desktop an MCP server — it automated my Shopify store by itself

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2 min read
AGENTS.md, CLAUDE.md y memoria de proyecto: como dar contexto a agentes de codigo

AGENTS.md, CLAUDE.md y memoria de proyecto: como dar contexto a agentes de codigo

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3 min read
Python - Selenium Architecture & Virtual Environments Made Simple

Python - Selenium Architecture & Virtual Environments Made Simple

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3 min read
Runbooks in Minutes: An On-Call Incident Copilot with HazelJS

Runbooks in Minutes: An On-Call Incident Copilot with HazelJS

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4 min read
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