URL
PulseAugur coverage of URL — every cluster mentioning URL across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Website to Markdown tool simplifies RAG data prep
A developer has outlined a two-step process for preparing website content for retrieval-augmented generation (RAG) to improve data quality. The first step involves using a tool like the Website to Markdown Actor to craw…
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Testing MCP Servers for AI Agent Prompt Injection Vulnerabilities
This article outlines a practical, non-destructive testing plan for MCP (Multi-Client Plugin) servers, which act as the plugin layer for AI agents. It emphasizes mapping the trust boundary between clients and servers, d…
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Developer builds and removes agency from AI scam-checking agent
A developer built a scam-checking agent using Azure Functions to verify the legitimacy of webshop URLs. The agent was designed to help users determine if a website is trustworthy by analyzing the provided URL. However, …
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Contract testing ensures OpenAI API compatibility during provider switches
This article introduces contract testing as a method to ensure compatibility between applications and OpenAI-compatible APIs, especially when switching providers. It emphasizes testing the structure of API responses rat…
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Qwen Code introduces '/learn' feature for saving AI-generated instructions
Qwen Code has introduced a new '/learn' feature that allows users to save specific instructions, rules, or processes derived from conversations or external sources into a separate SKILL.md file. This aims to preserve va…
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Developer builds miniature decentralized internet inspired by Silicon Valley
A developer has created a miniature version of the decentralized internet concept popularized by the TV show "Silicon Valley." This small-scale implementation, built with Python, demonstrates how a peer-to-peer network …
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New benchmark tests LLMs on SMS-to-webpage fraud detection
Researchers have introduced FraudSMSWalker, a new benchmark designed to evaluate the capabilities of agentic large language models in detecting SMS-based fraud that directs users to malicious webpages. The benchmark mas…
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URL shortener evolves to serve marketers and integrate with AI chats
The author developed a URL shortening service, initially designed to solve practical problems like managing campaign links and dealing with CDN cache lags. After realizing the primary users were marketers, the service w…