Engineering Blog

Thoughts on security, distributed systems, and AI.

Launch Jan 5, 20265 min read

Introducing Pylon: Secure Compute for the AI Era

Today we are launching Pylon, the first zero-knowledge GPU compute cloud designed for enterprise AI workloads.

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Engineering Dec 12, 20258 min read

Benchmarking H100s: What is the real overhead?

We consistently hear that security adds too much latency. We ran the numbers, and the results might surprise you.

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Security Nov 28, 20256 min read

Why Prefix Caching is a Security Risk in Multi-Tenant Environments

Shared KV caches can leak user data through timing attacks. Here is how we solved it at the infrastructure level.

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