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.
Automatically Integrate Grafana with AWS Fargate: A Practical Pattern for 2026
AWS Fargate is one of the cleanest ways to run containers. You hand AWS a task definition, and the platform schedules, networks, and bills you per task. No EC2 …
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Jun 03, 2026
Three Doors, Three Lanes: A 2026 Gen AI Adoption Playbook
About a year and a half ago, I wrote a LinkedIn post called "Gen AI adoption blues". The argument was that the conversation about generative AI was running ahea…
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May 20, 2026
Importing Existing Infrastructure into Terraform with Claude Code
Every consulting engagement has the same moment. The client walks you through their AWS account and at some point says "yeah, someone set that up manually a whi…
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Apr 24, 2026
How to Generate Terraform Modules with Claude
Most LLM-generated Terraform is bad. You ask for a module, you get something that looks right, and then terraform validate lights up with errors. Provider block…
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Apr 24, 2026
Managing AWS Organizations and SCPs with Infrastructure as Code
Most AWS environments grow in the same direction: one account becomes two, two becomes five, and eventually someone is manually clicking through the console try…
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Apr 22, 2026
Using Terraform Workspaces to Keep Infrastructure Consistent Across Environments
Infrastructure drift is something we run into constantly when starting a new client engagement. Production looks nothing like staging. Staging looks nothing lik…
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Apr 15, 2026
How NextLink Labs Builds Production AWS Infrastructure
Overview Every new AWS engagement at NextLink Labs used to start from scratch. Engineers assembled infrastructure from memory, past projects, or whatever patter…
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Apr 07, 2026
Observability Best Practices with Grafana Cloud
Introduction Observability is not monitoring. Monitoring tells you when something is wrong. Observability lets you ask arbitrary questions about your systems, i…
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Mar 31, 2026
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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Mar 19, 2026
Application Performance Monitoring: A Strategic Guide to APM Maturity
This guide is part of the NextLink DevSecOps Maturity Framework.
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Mar 13, 2026
Using Elastic Cloud To Manage AWS CloudWatch Logs
Introduction AWS and Elastic have had a complicated relationship since Elastic's inception, and in the last several years things have only heated up. In 2019, E…
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Aug 24, 2021
How GitOps Goes Beyond Kubernetes
The term "GitOps" first emerged in the Kubernetes community as a way for organizations to enable Ops teams to move at the pace of application development.
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