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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...
Why AI projects fail, and how developers can help them succeed
Even as we emerge from generative AI’s tire-kicking phase, it’s still true that many (most?) enterprise artificial intelligence and machine learning projects will derail before delivering real value. Despite skyrocketing investment in AI, the majority of corporate ML...
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...