Each page runs the real code on this server and shows you the actual output. Nothing is pre-recorded, and there is no API key behind any of it.
Ask a question about a small product manual and watch the search find, reorder and cite its evidence.
02Paste model output that is broken in one of the usual ways and watch it get repaired, checked, and either fixed or safely replaced.
03Give the model a token budget and watch six sources of context compete for it.
04Pick a version of the answering system, watch it get graded on 23 questions, and see whether the merge gate lets it through.
05Type two questions and see whether the cache reuses the first answer for the second, and whether it should.
06Type a request and see which size of model it gets sent to, why, and what that choice costs against the alternatives.
07Act as one of three tenants on a shared API and watch the gateway decide what you are allowed to do.
08Pick an adapter size and watch a small model learn a new way of talking, then check what the shortcut cost.
09Tell an assistant something early in a long chat, then ask about it thirty turns later.
10Paste any prompt, including an attempt to hijack the assistant or a message with personal details in it, and see exactly which checks fire and what happens to the text.
11See what a token stream really sends, what happens when the reader is too slow, and how a dropped connection picks up where it left off.
12Type a customer name and see which version of a prompt they get, and whether the new one earns its promotion.
13Break a traced AI pipeline on purpose and see the traces, the bill, the latency and the alerts it produced.
14Ask for a calculation or a lookup and watch the request turn into a checked tool call, including the ones the sandbox refuses to run.
15Ask anything, including something the documents cannot answer, and watch the system try again, then admit defeat.