All news with #langchain tag

🧾 AWS has published an open-source Model Context Protocol (MCP) server for Billing and Cost Management, available in the AWS Labs GitHub repository. The server exposes AWS service APIs and a dedicated SQL-based calculation engine to produce reliable, reproducible cost calculations across large volumes of usage data. It integrates with any MCP-compatible AI assistant or agent — including Q Developer CLI, the Kiro IDE, Visual Studio Code, and Claude Desktop — enabling customers to analyze historical spend, find optimization opportunities, and estimate costs for new workloads with minimal configuration.

🔓 UpGuard secured a misconfigured Langflow instance that exposed data for roughly 97,000 insurance customers in Pakistan, including 945 individuals marked as politically exposed persons. The instance was used by Pakistan-based Workcycle Technologies to build AI chatbots for clients such as TPL Insurance and the Federal Board of Revenue. Exposed materials included PII, confidential business documents and credentials; access was removed after notification and UpGuard found no evidence of exploitation.

🔒 UpGuard secured an internet-exposed Langflow instance leaking data on roughly 97,000 Pakistani insurance customers, including 945 individuals flagged as politically exposed persons (PEPs). The instance—used by Pakistan-based consultants Workcycle Technologies to build AI chatbots for clients such as TPL Insurance and the Federal Board of Revenue—contained PII, confidential documents, and plaintext credentials. Access was removed after disclosure; UpGuard found no evidence of active exploitation.