HTTP
PulseAugur coverage of HTTP — every cluster mentioning HTTP across labs, papers, and developer communities, ranked by signal.
25 day(s) with sentiment data
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AI agents pose security risks when given tool access; mitigation strategies outlined
Giving AI agents access to tools like function calling, code interpreters, or APIs introduces significant security risks, as models cannot reliably distinguish between instructions and data. This means a prompt injectio…
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Text-to-SQL evaluations misled by gateway errors masquerading as model failures
A common issue in text-to-SQL evaluations involves gateways returning HTTP 200 OK even when an upstream error occurs, such as rate-limiting or timeouts. This misleads evaluation harnesses into scoring these infrastructu…
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Model Context Protocol shifts state visibility from transport to model
The Model Context Protocol (MCP) has undergone a significant revision, removing the initialize handshake and Mcp-Session-Id header. This change shifts state management from being implicitly handled by the transport laye…
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MCP server tool lists cost thousands of tokens before agent actions
Connecting to MCP servers incurs significant token costs before any agent actions are taken, as the full tool list is sent with every turn. A study of 33 servers revealed a wide distribution in costs, with some servers …
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New Java library selenium-mcp enhances Selenium tests with AI and network debugging
A new Java library called selenium-mcp has been released to address flakiness in automated UI tests, particularly those using Selenium WebDriver. This tool leverages the Chrome DevTools Protocol (CDP) to provide more re…
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Open Connector: Self-hostable Auth Gateway for AI Agents
Open Connector is a new self-hostable authentication gateway designed for AI agents. It allows users to connect an application account once and then access it through various interfaces like SDK, CLI, MCP, or HTTP. The …
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AI agent bugs invisible to standard monitoring require new debugging methods
A developer encountered an issue where an AI agent provided incorrect, fabricated instructions for resetting two-factor authentication. Despite the agent's confident but wrong response, system monitoring tools reported …
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Automation Skill Builder turns AI demos into reusable local scripts
Automation Skill Builder (ASB) is a new tool designed to transform AI-generated demonstrations or human recordings into reusable automation scripts. ASB focuses on the post-AI execution phase, allowing users to inspect,…
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AI agents need reliable transport for multi-agent calls
Running AI agents that call other agents as tools involves two distinct problems: framework-level tool calling and transport-level agent reachability. While frameworks like MCP standardize tool discovery and invocation …
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MCP Protocol v2 Released, Eliminating Connection State for Stateless Servers
The MCP protocol has undergone a significant update with version 2, removing connection state to enable stateless server operations. This revision, effective July 28, 2026, simplifies routing by allowing requests to be …
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Firecrawl vs. LLM-Scraper: AI web content extraction tools compared
Two distinct approaches to preparing web content for AI systems are presented: Firecrawl and LLM-Scraper. Firecrawl offers a hosted, API-driven solution for quick, clean markdown extraction, ideal for smaller projects o…
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qKnow Open Source v2.4.0 launches MCP module for centralized AI agent tool management
qKnow Open Source has released version 2.4.0, introducing a new MCP Remote Tool Management Module. This module centralizes the integration and management of remote tools for AI agents, addressing challenges of repetitiv…
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Mattrx shares year-long production debrief on Model Context Protocol
Mattrx has shared a detailed retrospective on their year-long implementation of the Model Context Protocol (MCP) in production, highlighting key learnings and challenges. The protocol's primary function was to make AI a…
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MCP C# SDK 2.0 released with stateless HTTP and interactive tools
The Model Context Protocol (MCP) has released its C# SDK version 2.0, introducing stateless HTTP and interactive tools. This update aims to provide a practical migration path for users. The release implements the MCP 20…
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HTTP Status Codes Explained: A Guide to Web Server Communication
This article explains the function and categorization of HTTP status codes, which are three-digit integers that web servers use to communicate the outcome of a client's request. These codes are managed by the IANA HTTP …
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MCP server analysis reveals 10.1% failure rate, highlights schema drift issues · 3 sources tracked
A recent analysis of MCP servers found that approximately 10.1% are genuinely broken, contrary to a widely circulated claim that half are dead. The higher figure likely resulted from misclassifying servers requiring API…
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New HTTP QUERY Method Simplifies Complex Data Retrieval
A new HTTP QUERY method has been introduced to handle complex queries, offering a more structured approach to data retrieval. This method aims to improve efficiency and clarity when dealing with intricate data requests,…
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Lynkr proxy optimizes AI coding tool token usage
Lynkr is an open-source HTTP proxy designed to optimize token usage for AI coding tools. It achieves this through compression and tiered routing, allowing developers to manage costs and efficiency more effectively. The …
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AI API calls: A deep dive into the technical process and error handling
This article explains the technical process behind making the first API call to an AI model, detailing the five essential checks: API key, endpoint, model name, token limits, and request body format. It breaks down a ty…
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Developer builds Claude Code-powered iOS debugging tool
A developer created an iOS debugging tool that allows the AI model Claude Code to interact with and debug an iOS application. This tool acts as a bridge, enabling Claude Code to perform actions like taking screenshots, …