GraphQL
PulseAugur coverage of GraphQL — every cluster mentioning GraphQL across labs, papers, and developer communities, ranked by signal.
9 day(s) with sentiment data
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Uber details MCP Gateway managing 5,000+ tools for AI agents
Uber has developed an MCP Gateway system to manage over 5,000 tools for AI agents, addressing the challenge of context window bloat. The system comprises an MCP Registry for cataloging and enablement, and a Proxy Gatewa…
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Claude Code skill automates code reviews, finds SQL injection and auth bypass
A developer has shared a detailed Markdown file designed to function as a "skill" for Claude Code, an AI coding assistant. This skill, named "revisar," instructs Claude to perform code reviews by identifying bugs, secur…
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Sber team integrates GraphQL API with AI agents using MCP
A TypeScript developer at Sber's Platform V DataSpace team details how they integrated their GraphQL API with AI agents using the Model Context Protocol (MCP). The challenge was not just connecting GraphQL to MCP, but d…
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AI tools streamline code review, data collection, and app updates
Developers are exploring AI's potential in various coding and data collection tasks. One approach involves using AI drones for autonomous ocean data collection, gathering marine measurements and other data. Another appl…
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MCP and Skills Emerge as Key Standards for AI Agent Communication
The article discusses the evolution of software communication standards, moving from REST and GraphQL to MCP (Multi-Agent Communication Protocol) to better serve AI agents. MCP acts as a proxy, enabling agents to effici…
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Claude Code skill automates code review, finds SQL injection and auth bypass
A developer has created a custom skill for Claude Code, an AI assistant for code review, that can identify common programming errors. This skill, saved as a Markdown file, guides Claude through a checklist of potential …
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Weaviate vector database integrates hybrid search and multi-tenancy
Weaviate, a vector database, offers a comprehensive suite of features including built-in vectorization, hybrid search, and multi-tenancy, aiming to simplify deployment for users. It integrates lexical search (BM25F) wit…
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AI agents to find capabilities via ARD, with RIGHTCLICK managing runtime execution
Agentic Resource Discovery (ARD) is an emerging specification aiming to solve the challenge of AI agents finding and utilizing capabilities beyond their pre-programmed integrations. Instead of embedding millions of spec…
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New AI Runtime RIGHTCLICK Normalizes Software Capabilities for Agents
RIGHTCLICK is a new open-source AI runtime designed to address the scalability issues in current AI agent integrations. Instead of requiring developers to build specific connectors for each tool like GitHub or Slack, RI…
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AI Agents: New Tools for Capacity Management and API Integration
This cluster discusses advancements in AI agent development and infrastructure. One item introduces MoFlux, an admission-control layer designed to protect inference engine capacity. Another details how to convert legacy…
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MCP vs. APIs: Japanese Business Systems Adoption Analyzed
This article compares MCP (Meta-Cognitive Programming) with various application programming interfaces (APIs) including REST, SOAP, GraphQL, and gRPC. It investigates which of these technologies are currently being used…
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text2ql framework offers LLM-backed and deterministic modes for natural language database querying
Researchers have developed text2ql, an open-source Python framework designed to improve natural language querying for databases. This framework addresses limitations in traditional systems by using a language-agnostic I…
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Developer uses Claude Code to migrate 40 REST endpoints to GraphQL
A developer successfully migrated 40 REST endpoints to GraphQL in 12 days by leveraging Claude Code as an automation tool. The primary challenge was ensuring byte-for-byte data consistency between the old and new APIs, …
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Developer enhances Horizon auth, experiments with Rails LLM for code generation
A developer has re-engineered the authentication flow for Horizon, implementing graceful error handling for various issues like network errors and duplicate submissions to enhance user experience. In parallel, they expe…
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Anthropic's MCP standard simplifies AI tool integration
The Model Context Protocol (MCP) is an open-source standard developed by Anthropic that allows AI applications to connect with external systems and tools. MCP simplifies the integration of third-party tools into AI agen…
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Vercel and Ora launch free tool to score website readiness for AI agents
Vercel has launched a free tool called Is Agentic, developed in collaboration with Ora, to assess how well websites are prepared for AI agents. The tool performs over 100 checks across four categories: discovery, access…
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Atlan builds 'Contextual Intelligence Engine' beyond data catalog
A technical study of Atlan's architecture suggests the company is building a "Contextual Intelligence Engine" rather than a traditional data catalog. The system appears to employ a six-layer architecture focused on the …
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AI agent uses GitHub data for hyper-personalized developer outreach
A proprietary AI marketing agent has been developed to automate developer outreach by leveraging GitHub data for personalized emails. This system enriches developer profiles with information such as recent commits, lang…
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GraphQL and Java offer scalable API solutions for AI agents
Vipin Menon advocates for GraphQL and Java as a more scalable solution for API development, particularly for AI agents. He argues that traditional REST endpoints lead to over-fetching, multiple API calls, and fragile in…
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Claude helps developers solve N+1 problem in GraphQL resolvers
A developer shares their experience using Claude to optimize GraphQL resolvers, specifically addressing the N+1 problem. The article details how Claude assisted in identifying and resolving performance bottlenecks withi…