Representational State Transfer
PulseAugur coverage of Representational State Transfer — every cluster mentioning Representational State Transfer across labs, papers, and developer communities, ranked by signal.
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Developer links Claude AI to any REST API via open-source MCP server
A developer has created an open-source server using the MCP protocol that allows Anthropic's Claude AI to interact with any REST API. Users can instruct Claude to perform actions like retrieving data or creating records…
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Intent Solutions ships Guidewire MCP to bridge insurance workflows and LLMs
Intent Solutions has released Guidewire MCP v0.1.0 and v0.1.1, a tool designed to bridge the gap between insurance carrier workflows and LLMs. The MCP server translates natural language operator questions into Guidewire…
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AI agent's token waste highlights MLOps pipeline inefficiency
An AI agent connected to an enterprise REST API demonstrated significant token inefficiency, consuming tokens rapidly as if facing a budget constraint. This highlights a common challenge in MLOps where optimizing resour…
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AI agents: MCP servers offer simpler email handling than REST APIs
The article compares using REST APIs versus MCP servers for AI agents needing to process emails, such as for OTP codes or verification links. While both methods are functional, MCP servers are generally preferred for ag…
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Claude Code helps developers design better APIs, avoiding common pitfalls
A developer shares a workflow for using Anthropic's Claude Code to design APIs, aiming to avoid common pitfalls like inconsistent naming and emergent designs. The process involves a structured conversation with Claude C…
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New CLI tool enhances OpenAPI specs for safer AI agent interactions
A new command-line tool, mcp-openapi-doctor, has been developed to address the challenges of connecting AI agents like Claude to REST APIs. The tool preprocesses OpenAPI specifications to make them more agent-ready by e…
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Spring AI framework simplifies building AI applications with Java
A new tutorial series is available for building applications using Spring AI, a framework designed for AI-powered development. The series covers various aspects of Spring development, including reactive programming, Jav…
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New benchmark evaluates LLMs' effectiveness in generating API test cases from requirements
Researchers have introduced RESTestBench, a new benchmark designed to evaluate the effectiveness of Large Language Models (LLMs) in generating test cases for REST APIs from natural language requirements. Traditional met…