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Agentic AI won’t wait for your data architecture to catch up
A decade ago, the cloud ignited a massive replatforming of application and server infrastructure. Open-source technologies like Docker and Kubernetes transformed software velocity and operational flexibility, launching a new era. But it didn’t happen overnight....
GitHub’s AI billing shift signals the end of free enterprise tools era
GitHub began enforcing monthly limits on its most powerful AI coding models this week, marking the latest example of AI companies transitioning users from free or unlimited services to paid subscription tiers once adoption takes hold. “Monthly premium request...
Devops debt: The hidden tax on innovation
Your devops teams are likely wasting half their time on work that delivers zero business value. According to our 2025 State of Java Survey & Report, 62% of organizations report that dead code is hampering their devops productivity, while 33% admit their teams...





