KushoAI

HNSW (Hierarchical Navigable Small World) is a powerful algorithm that accelerates vector searches by using proximity graphs and probabilistic skip lists. Ideal for real-time recommendation systems and AI-powered assistants, it ensures fast, accurate nearest neighbor searches in large datasets. Understanding HNSW optimizes vector search performance in apps like Pinecone.

KushoAI is now live within your terminal ⚡ Don’t want to disturb your flow state? We get it. Now you can summon @kushoai from within the terminal and it’s frictionless — generates test suites for your APIs directly from CLI. The biggest USP it unlocks is that bug detection can happen during the development phase. 💪 Dev teams are empowered and QA teams can focus on bigger issues. Check it out at npm, Inc. here https://lnkd.in/dYaWmHdF

htmx is a lightweight JavaScript library that enhances HTML’s interactivity with minimal JS. It simplifies dynamic web apps by enabling AJAX requests, partial updates, and server-side integration. Perfect for projects that don’t need heavy frameworks like React or Angular. htmx boosts performance, usability, and time-to-market.

AI-generated tests are transforming Quality Assurance by enhancing speed, scalability, and coverage in software testing. With AI, test cases are auto-generated, prioritized, and continuously optimized reducing technical debt and improving CI/CD workflows. Despite challenges, AI's potential to drive faster, bug-free releases is revolutionizing software development. 

WSGI (Web Server Gateway Interface) is essential for deploying Python web apps in production. It standardizes communication between web servers (like Nginx) and Python apps ensuring interoperability, scalability, and performance. Popular servers like Gunicorn and Uvicorn handle multiple requests enabling efficient, flexible, and high-performance production environments.

KushoAI is now within Neovim thanks to our Neovim evangelist teammate Harsh Tiwari! Your favorite AI Agent for API testing that generates exhaustive test suites for your APIs in minutes – now directly from Neovim. You can write requests, execute them, and manage test suites without leaving your Neovim editor. ⭐ Core Features include:  • Auto-generates test cases for endpoints using AI • It uses simple intelliJ http request syntax!  • Fully customizable Do check it out here https://lnkd.in/d_wa82TW

Postman is a popular tool for API testing but it has limitations especially in collaboration, performance with large collections, and CI/CD integration. Alternatives like Insomnia, Swagger, Katalon Studio, Karate, and Gatling offer specialized features for specific testing needs from functional testing to performance and load testing.

Debugging is time-consuming especially with vague bug reports. ChatGPT and other LLMs are showing promise in automating bug reproduction by generating executable test cases from natural language descriptions. Read more below!

KushoAI comes to you @Visual Studio Code 💯 Have you ever participated in a Reddit war defending your favorite IDE? Look we know you’re knee-deep in your workflow so we’ve built an extension for KushoAI within VScode. KushoAI is an AI Agent for API testing that generates exhaustive test suites for your APIs in minutes – now directly from VScode. All you need to do is input your API information and sit back while KushoAI figures out what real-world scenarios can occur for your API in production and writes ready-to-execute tests for them.

API versioning ensures backward compatibility, smooth updates, and error reduction. Did you know? KushoAI streamlines testing across versions, preventing downtime and ensuring seamless transitions for developers.