Blog
How hosting decisions actually play out: capacity, contention, storage semantics and the parts of a deployment nobody documents.
What the label actually guarantees, where implementations diverge, and how to test a compatible endpoint before you build a backup or media pipeline on it.
Read the articleBoth expose an OpenAI-compatible API and both will load a model. The difference shows up at concurrency, in KV cache behaviour, and in how much of your VRAM is left for context.
ReadA practical way to decide between a KVM VPS and bare metal, based on the four resources that actually cause contention: CPU steal, memory bandwidth, disk IOPS and the network port.
ReadThe usual cause is not your code. It is a fixed pool of workers, a shared database and a disk that everyone on the box is writing to at once. Here is how to confirm it in ten minutes.
ReadCloud app hosting, KVM servers, bare metal and GPU instances, all billed in INR with plans published up front.
