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.

AI

The Build vs Buy Math Just Flipped

For twenty years, the responsible advice was don't build software. Buy it. That advice was right. Custom software was slow, expensive, and risky. A mid-market c…

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AI

Agent Governance Is a Program, Not a Purchase

The agent governance tools arriving now — Docker's among them — solve a problem that badly needed solving. Here is the part the sales process will not dwell on.…

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AI

Your Most Expensive People Are Doing Retrieval Work

Watch what your most experienced people actually do all day. Most of it is not judgment. It is retrieval. The estimator digging through old jobs to price a new …

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AI

You Connected Everything to Agents. Can You Govern Any of It?

If you run a mid-market company and your teams are wiring agents into everything right now, you have probably felt a little uneasy about it. You are handing aut…

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AI

The Overconsumption Stack: Why Your AI Features Cost 10x What They Should

Most AI features in production today are overpaying for intelligence the same way a teenager overpays for car insurance. Not because of one big mistake, but bec…

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Digital Transformation

AI Is Getting Cheaper. Your AI Bill Is Going Up. Both Are True.

There are two clocks running in AI right now, and most finance teams are reading the wrong one. The first clock is the price of frontier intelligence. That is t…

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Tech Leadership

The AI You See Online Isn't the AI That Ships

Your feed is full of two kinds of AI content. Agents that supposedly run entire companies while the founder sleeps, and screenshots of chatbots telling customer…

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DevOps

Security Event Monitoring: From Reactive Alerts to Proactive Threat Detection

This guide is part of the NextLink DevSecOps Maturity Framework.

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DevOps

Application Performance Monitoring: A Strategic Guide to APM Maturity

This guide is part of the NextLink DevSecOps Maturity Framework.

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Infrastructure Access Control Standards: Your Complete Maturity Guide for 2026

This guide is part of the NextLink DevSecOps Maturity Framework. Key Takeaways 82% of security breaches involve compromised credentials, making infrastructure a…

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Infrastructure as Code Best Practices: 5 Security Patterns That Prevent Drift

Infrastructure as Code best practices eliminate configuration drift that silently undermines engineering organizations, creating cascading failures when manual …

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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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