Converging File and Object Storage for AI-Scale Data Architectures

The same dataset should not need to exist twice just to be useful. Yet in most environments, it does. One version lives in a file system, shaped for enterprise users and applications that expect paths, directories, and mutable state. Another version is exported into object storage so distributed engines and AI pipelines can process it…

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FastAPI-based AI tools exposed to authentication bypass by flaw in Starlette framework

A single malformed character in a web request can let an unauthenticated attacker slip past the access controls that guard applications built on Starlette, the open-source Python framework that powers FastAPI, researchers said. The flaw, tracked as CVE-2026-48710 could allow attackers to bypass host-validation protections using malformed Host headers, according to an advisory from cybersecurity…

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What do software developers do now?

I don’t even know what a software engineer is supposed to be doing anymore. Do we code? Do we architect systems? AI agents have changed everything, and I don’t even know what to think. I don’t write much code anymore. In my day job, I ask Claude to do most of the analysis, planning, and coding. My side projects…

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