Understanding Key Business Stakeholders Through Software Development

Your MCP Server Returns the Source. Does the Answer Still Cite It?

A benchmark for what happens to citations after a retrieval server hands its results to an AI agent it doesn't control. Part 1 of 6 in the series Citations at the MCP Boundary .

• LangGraph agent matches Citation Survival Rate (CSR) of single-shot RAG
• OpenAI Agents SDK agent has significantly lower CSR, losing about half of citations
• Experiment highlights importance of preserving citations across MCP boundaries

3h ago ·dev.to

DabbaETA: a 'will this tiffin be late?' predictor that never sends a customer's address to the cloud

This is a submission for the HF26 Challenge: Side Hustle It's 1 PM and the phone won't stop ringing If you run a small tiffin service in India, you know this day. It started raining at 12.

• DabbaETA predicts delivery times for small businesses
• TabPFN runs locally, analyzes factors for ETA estimates
• No customer addresses sent to cloud, data stays private

3h ago ·dev.to

CodeRef.xyz: One Place for Code Examples, API References, CLI Commands, and Developer Tools

As developers, we constantly switch between documentation websites, GitHub repositories, tutorials, and search engines to find answers to everyday programming questions.

3h ago ·dev.to

Building Therapeutic VR on a Platform in the Crosshairs Meta's $18B child-safety settlement

Building Therapeutic VR on a Platform in the Crosshairs Meta's $18B child-safety settlement (TechCrunch) exposes the tension: age-verification that doesn't work, privacy at risk, and a platform under…

3h ago ·dev.to