Project
Microsoft Azure cloud service giving enterprises API access to OpenAI's GPT, embedding, and other models with Azure's security and compliance controls.
A two-stage eval forces every shortlist to hold the correct tool plus its four strongest BM25 siblings. Selection accuracy comes in at 90 to 97 percent. That puts the 5 percent paraphrase recall on the critical path.
Reality
Microsoft Foundry's sizing constants turn provisioned throughput into a division problem you can finish before you buy anything, which matters because the quota you commit does not travel across regions or deployment types.
Reality
A dev.to post argues that model and temperature belong in a typed, per-environment registry resolved by keyed DI, not in the Langfuse prompt record anyone with edit rights can change.
Reality
Token traffic, survey reach and production-model ledgers rank different vendors because they count different things. The autonomy figures say the hard part is still unbought.
Reality
Vestibule's suite was green while pip install was broken. An AI reviewer caught a 390-second race in a design document, because someone had written the document.
Reality