When cloud giants neglect resilience

The price of cost optimization If you trace the decisions of major public cloud players, a clear theme emerges. Competitive pressure from rivals translates to constant cost control, rushing services to market, shaving operational budgets,...

Selective retraining helps AI learn new skills without forgetting, study finds

To test whether this problem holds for today’s large multimodal models, the team conducted a controlled evaluation. They trained the selected models on five...

How to write a good bug report

And by steps, I don’t mean “Open the point of sale, sell something, pay with a credit card, and see the error.” That’s not...

AI agents aren’t failing. The coordination layer is failing

First, ordered event streams. Every agent action produces an event with a global sequence number. Any agent can reconstruct the current system state by...

Multicloud developer lessons from the trenches

If the features of one cloud environment are a business benefit, deploying multiple clouds has to be even better, right?   It’s true that...

The rise of AI model-as-a-service ecosystems

The rapid growth of model catalogs from hyperscalers and third-party providers is creating an environment where the heavy lifting of model hosting,...
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