InfoQ - Model Context Protocol (MCP) - News

Instacart Builds Blueberry, an AI-Powered Assistant to Help On-Call Engineers Investigate Incidents

Leela Kumili — Fri, 07 Aug 2026 14:34:00 GMT

Instacart introduced Blueberry, an AI-assisted incident response system that helps on-call engineers investigate production issues faster. It combines AI agents, operational data, and historical incident knowledge to generate grounded root cause hypotheses in Slack. It uses parallel subagents, MCP integrations, and incident history to reduce investigation time while keeping engineers in control.

By Leela Kumili

Azure API Management Adds Dedicated AI Gateway Tier, Governing Models and MCP Tools

Steef-Jan Wiggers — Fri, 07 Aug 2026 06:35:00 GMT

Microsoft released a dedicated AI Gateway tier of Azure API Management in public preview, with a control plane built around models, MCP servers and tools rather than APIs. It fronts Foundry, Bedrock, Vertex AI and OpenAI behind one endpoint, with policy cards instead of XML. Architects welcomed the consolidation while questioning where the governance boundary sits.

By Steef-Jan Wiggers

Dropbox Integrates MCP and Dash to Close the Gap between Security Design and Code Review

Leela Kumili — Fri, 31 Jul 2026 14:36:00 GMT

Dropbox has integrated Model Context Protocol (MCP) with its internal knowledge platform, Dash, to surface security design context during AI assisted code reviews. The system retrieves threat models and security requirements for pull requests, helping reviewers validate implementation against design intent. An InfoQ Q&A explores the architecture and key lessons learned.

By Leela Kumili