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Insights
Expert perspectives on DevOps, AI, cybersecurity, and modern software engineering.
Digital Transformation
AI Is Getting Cheaper. Your AI Bill Is Going Up. Both Are True.
Token prices keep falling but your AI spend keeps climbing. Here's why the old capacity planning model is structurally wrong for agentic AI — and what finance and engineering should do about it.
Jordan Saunders
·
Jun 17, 2026
Tech Leadership
The AI You See Online Isn't the AI That Ships
The AI on your feed isn't what ships to production. Here's what working AI actually looks like in mid-market companies — narrow, boring, and wrapped in operational discipline.
Jordan Saunders
·
Jun 10, 2026
Digital Transformation
Three Doors, Three Lanes: A 2026 Gen AI Adoption Playbook
The question is no longer 'should we adopt generative AI?' It's two portfolio decisions most engineering leaders aren't yet structured to answer. A 2026 framework for substrate choices and lane sequen...
Aru Shanmugam
·
May 20, 2026
DevOps
How NextLink Labs Builds Production AWS Infrastructure
Every AWS engagement used to start from scratch. NextLink Labs' Terraform reference architecture changes that — a production-ready, fully modular AWS foundation that cuts environment setup from 5 days...
Alex Podobnik
·
Apr 7, 2026
Cloud
How We Built a Weekly AWS Cost Digest Powered by AI
Learn how NextLink Labs built an AI-powered AWS cost digest to automate cloud expense tracking, identify anomalies, and optimize spending with weekly insights.
Alex Podobnik
·
Mar 19, 2026
DevOps
Application Performance Monitoring: A Strategic Guide to APM Maturity
Ensure your applications are fast, reliable, and user-centric with our strategic guide to Application Performance Monitoring (APM). Learn how to move beyond basic metrics to drive real business value,...
Jordan Saunders
·
Mar 13, 2026
Digital Transformation
How to Drive Successful Technology Adoption Across Your Organization
Learn how to drive successful technology adoption in your organization with a proven 3-step framework, focusing on alignment, planning, and execution.
Jordan Saunders
·
Jun 16, 2025