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# automation

Automating development, deployment, and operational tasks.

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Building a Terminal-Based AI Automation Pipeline with Claude Code Hooks + jq

Building a Terminal-Based AI Automation Pipeline with Claude Code Hooks + jq

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3 min read
An Experiment into Multi-Agent Orchestration with CrewAI

An Experiment into Multi-Agent Orchestration with CrewAI

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3 min read
AI Dev Agents 2025: Stack Risk vs. Velocity Trade-offs

AI Dev Agents 2025: Stack Risk vs. Velocity Trade-offs

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7 min read
Can Local LLMs Really Replace Claude Code? A 2026 Reality Check for Developer Teams

Can Local LLMs Really Replace Claude Code? A 2026 Reality Check for Developer Teams

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4 min read
Legacy SIP and Real-Time AI Voice: The Architectural Mismatch No One Talks About

Legacy SIP and Real-Time AI Voice: The Architectural Mismatch No One Talks About

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4 min read
Accelerating Code Quality at Scale with FloTorch Blueprints

Accelerating Code Quality at Scale with FloTorch Blueprints

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3 min read
Mastering DevOps and CI/CD Pipelines: A Comprehensive Guide for Developers

Mastering DevOps and CI/CD Pipelines: A Comprehensive Guide for Developers

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4 min read
🤖 Build Make.com Automation Scenarios with AI Using MCP

🤖 Build Make.com Automation Scenarios with AI Using MCP

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5 min read
AI Agents Are Productivity Theater (And That's Fine)

AI Agents Are Productivity Theater (And That's Fine)

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6 min read
Три практичных решения для системного администратора: автоматизация, бэкапы и удобство работы

Три практичных решения для системного администратора: автоматизация, бэкапы и удобство работы

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1 min read
I Tested an AI That Deploys and Verifies Nginx on Real VMs

I Tested an AI That Deploys and Verifies Nginx on Real VMs

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4 min read
From Confusion to Clarity: My Journey Learning Social Media APIs & OAuth

From Confusion to Clarity: My Journey Learning Social Media APIs & OAuth

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2 min read
How Team Size Shapes Work Management Platform Choice

How Team Size Shapes Work Management Platform Choice

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5 min read
AutoCleanML – Intelligent ML Data preprocessing automation (pip install autocleanml)

AutoCleanML – Intelligent ML Data preprocessing automation (pip install autocleanml)

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2 min read
Python vs Go vs Java vs Ruby: Picking the Right Language for Production Web Scraping

Python vs Go vs Java vs Ruby: Picking the Right Language for Production Web Scraping

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6 min read
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