AI agent reliability: Why schedulers and shells still break fleets

I now model each scheduled run with more than success and failure. A run can have succeeded, failed, arrived late, been skipped by policy or be unknown because an input could not be observed....

Microsoft’s signals shift from OpenAI with launch of first in-house AI models for Copilot

Independence day According to Microsoft, MAI-1-preview uses an in-house mixture-of-experts model that was pre-trained and post-trained on 15,000 Nvidia H100 GPUs, a more modest infrastructure...

Using Azure Copilot for migration and modernization

That’s the extreme end of technical debt—software archaeology rather than software engineering. Day-to-day technical debt is perhaps better thought of as a drag on...

5 ways generative AI boosts cloud and IT operations

Enable accurate root cause analysis Most IT service management functions separate incident management and problem management functions. The primary role of incident management is to...

Why open source software matters in an AI world

Open source is great — but always remember that it offers benefits to companies beyond the software development process. Borland fumbled the ball with...

AI is not coming for your developer job

It’s easy to see why anxiety around AI is growing—especially in engineering circles. If you’re a software engineer, you’ve probably seen the...
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