Insights

Expert perspectives on DevOps,
AI & modern engineering

Explore expert perspectives on DevOps, AI, cybersecurity, and modern software engineering.
Stay ahead with technical insights and strategies from NextLink Labs.

DevOps

Claude Code Configurations Every Rails Engineer Should Use

If you've tried Claude Code on a large Rails codebase, you've probably noticed the gap between the demos and reality. The demos show Claude refactoring a 50-lin…

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Cloud

How We Built a Weekly AWS Cost Digest Powered by AI

Stop reading raw Cost Explorer graphs. Let Claude write your FinOps briefing. The Problem With AWS Cost Explorery Every Monday morning, someone on your team ope…

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Custom Software Development

Setting Up Your Ruby on Rails Monolith for AI Development

Introduction The AI revolution has arrived, and it's transforming how developers work with codebases. For teams maintaining large Rails monoliths with millions …

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AI

Your Engineers Are Already Running AI Agents. Do You Know Which Ones?

There's a big problem happening with companies adopting AI right now. They don't understand the full landscape of what tools are available or even what tools ha…

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AI

AI Overconfidence: Smarter Than Us or Just More Convincing?

The Illusion of AI Superiority In 2018, an AI-powered hiring tool at a major tech company was designed to find the best job candidates. The problem? It systemat…

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Navigating Deepseek graphic Cybersecurity

Navigating DeepSeek: Key Concerns for U.S. Companies

For those under a rock, here’s a quick TL;DR timeline of DeepSeek’s rise: 2023: DeepSeek emerges as a Chinese AI startup, funded by the High-Flyer hedge fund. D…

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