marktechpost

Safely Deploying ML Models to Production: Four Controlled Strategies (A/B, Canary, Interleaved, Shadow Testing)

Deploying a new machine learning model to production is one of the most critical stages of the ML lifecycle. Even if a model performs well on validation and test datasets, directly replacing the ...
MarketWatch

Howard Marks of Oaktree makes 180-degree turn on AI after Claude tutorial. Here’s how he suggests investors approach it.

In December, Howard Marks published an investment memo titled, “Is it a bubble?” that expressed some of his skepticism and reservations about artificial intelligence and the stock-market boom it had ...
GitHub

mahiiyh/api-load-test

Try the demo mode to see how it works, or connect a backend to run actual k6 tests. See web/ for local development or WEB_DEPLOYMENT.md for deployment instructions.
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
TechCrunch

Spotify changes developer mode API to require premium accounts, limits test users

Spotify is changing how its APIs work in Developer Mode, its layer that lets developers test their third-party applications using the audio platform’s APIs. The changes include a mandatory premium ...
CNBC

OpenAI to begin testing ads on ChatGPT in the U.S.

OpenAI announced it will begin testing ads within ChatGPT in the coming weeks. Ads will begin to appear at the bottom of the chatbot's answers, and they will be clearly labeled, OpenAI said. OpenAI ...
GitHub

TopPhan/Hoang-Dinh---The-Cat-API---Jmeter---Performance-Test

Hello, this is my performance testing project for The Cat API. I carried out this project with the goal of evaluating the stability and performance of the API under different conditions. Testing was ...
InfoWorld

How to use CORS in ASP.NET Core minimal APIs

How to configure the CORS middleware for minimal APIs and enable secure cross-origin resource sharing in your ASP.NET Core applications. ASP.NET Core offers a simplified hosting model, called minimal ...
IEEE

Using Prompt Tuning to Identify Relevant API Knowledge from API Tutorial and Stack Overflow

Abstract: API tutorials and Stack Overflow (SO) are crucial API learning resources. API tutorials help developers understand API usage in general contexts, while SO explains API usage in specific ...
labs.sogeti

BEYOND THE ENDPOINT: WHY API TESTING IS CRITICAL IN MICROSERVICES

Tools like Pact or Spring Cloud Contract help validate that the consumer and provider agree on the API contract. This prevents integration issues during deployment. Use Case: Ideal for developers and ...
IEEE

A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs

Abstract: As modern web services increasingly rely on REST APIs, their thorough testing has become crucial. Furthermore, the advent of REST API documentation languages, such as the OpenAPI ...