
Minimizing data exposure when models call external services
When an AI model calls a CRM, database, internal API, search endpoint, or third-party SaaS tool, the largest privacy risk is often not the model response,it is the data made...
Product updates, implementation guides, and ideas for shipping Model Context Protocol servers faster.

When an AI model calls a CRM, database, internal API, search endpoint, or third-party SaaS tool, the largest privacy risk is often not the model response,it is the data made...

Agent integrations become hard to secure and explain when every request depends on hidden session state, broad credentials, and ad hoc execution paths. Stateless connectors...

Model connector deployments allow large language models (LLMs) to retrieve context, call APIs, query data stores, trigger workflows, and use external services. That capability can...

Large language model toolchains increasingly act as operational control planes. They route requests, select tools, request authorization, hold state, call external services, and...