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I used to be confused by the Figma’s team consistent framing of Figma as browser-first. What was the distinction between this and cloud-first? Over time I’ve come to see how important this distinction has been. When many creative tools companies talk about the cloud, they seem to view it as an amorphous place that they store files.

Here’s what we believed in 2020: apps work better when they run closer to their users. Some kinds of apps, like video or real-time presence, can’t be done without physical locality. So, that’s what we expected to talk about on our HN launch thread: WebRTC, edge caching, game servers.

What people actually wanted to talk about, though? Databases.

Here’... See more

Setting up the necessary machine learning infrastructure to run these big models is another challenge. We need a dedicated model server for running model inference (using frameworks like Triton oder vLLM), powerful GPUs to run everything robustly, and configurability in our servers to make sure they're high throughput and low latency. Tuning the in... See more

Architecture lock-in : You may also be locked into a specific kind of architecture. For example. when you use Kubernetes extensively, you are likely building small-ish services that expose APIs and can be deployed as containers. If you want to migrate to a serverless architecture, you'll want to change the granularity of your services closer to si

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