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Scope sprawl occurs when identities, applications, or tokens accumulate broader permissions than they need to perform their intended tasks. It often stems from weak internal standards, unclear documentation, or pressure on engineering teams to move quickly. For example, consider the following scenarios.
A developer wires an integration, requests a broad OAuth token sco...
Ahead of Nordic APIs Summit 2026, we check in with Kin Lane (The API Evangelist) to talk AI, APIs, and the growing risk of data becoming trapped in walled gardens.<...
The age of AI is upon us — and with it, a new age of telemetry and observability tools for MCP-driven stacks. MCP observability refers to the tools and practices used to monitor, trace, and analyze how AI agents interact with MCP servers, tools, and connected systems. The current slate of tools for MCP observability represents an interesting mixture of different modalities an...
With over 10,000 active servers and 97 million monthly SDK downloads, Model Context Protocol (MCP) is by far the most popular
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