Dev Radar
Support
LiveUpdated 2026-09-21 04:44 UTC

I have previously said this: You don't pick an inference engine first. You pick a…

I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…

This is a dev post classified by Jev as Other (a tutorial), kept by the Dev Radar because it carries real work, not commentary.

I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape, and a serving model. The engine follows. But there is one more layer under it. You also do not pick a model and a GPU and call it done. You pick a file encoding, and a kernel path. The GPU follows those. Start with the loop. Text becomes tokens. Tokens move through a Transformer. Attention decides which earlier tokens matter. The runtime keeps a KV cache so the model does not recompute the whole conversation every time. Then it picks the next token and does it again. The

Posted by Ahmad (76.1k followers) 56 min ago · 48 likes · 2.2k views · view the original post on X. Kept by the Dev Radar as Other.

More dev work like this

Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 17.7k posts from 4.9k X accounts over the last 21 days, 2k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-21 04:44 UTC. Full method.