InfoQ - Model Context Protocol (MCP)

Presentation: The Right 300 Tokens Beat 100k Noisy Ones: The Architecture of Context Engineering

Patrick Debois, Baruch Sadogursky — Fri, 14 Aug 2026 11:00:00 GMT

Baruch Sadogursky and Patrick Debois discuss why coding agents fail due to bloated context windows and stuffed prompts. They explain practical context engineering fixes, including lazy-loaded skills, versioned context artifacts, externalized memory banks, and LLM-as-a-judge evals. Software architects & engineering leaders will learn how to turn raw markdown files into reliable agentic workflows.

By Patrick Debois, Baruch Sadogursky

Article: InfoQ Cloud and DevOps Trends Report - 2026

Wed, 12 Aug 2026 11:00:00 GMT

InfoQ editorial staff and friends of InfoQ are discussing the current trends in the domain of Cloud and DevOps as part of the process of creating our annual 2026 trends report.

By Steef-Jan Wiggers, Matt Saunders, Shweta Vohra, Daniel Bryant, Mark Silvester, Renato Losio

MCP Goes Stateless, and Developers Ask Whether That Just Makes It an API Again

Steef-Jan Wiggers — Wed, 12 Aug 2026 09:48:00 GMT

The MCP 2026-07-28 specification removes the initialize handshake and session header, and adds required method and tool-name headers so gateways can route agent traffic without parsing JSON. Reaction split between developers calling it a rediscovery of REST and those arguing the standard itself was always the point.

By Steef-Jan Wiggers

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