We re launching LotaGate soon, and one of the core problems we ve been working on is fragmentation across the AI development stack.
Integrating a single provider is usually straightforward. Complexity starts to grow when teams work across multiple models and providers different APIs, SDKs, authentication methods, streaming formats, error behavior, routing, observability, and operational tooling.
LotaGate is being built as a unified infrastructure layer around that problem, with an AI Gateway, SDK, Agent SDK, CLI, Desktop App, and Web Platform.
Before launch, I d love to hear from other developers: