Convex is a powerful backend-as-a-service tailored for full-stack TypeScript development. It combines a curated array of backend services - including database management, serverless functions, and state management - into a seamless, all-in-one platform. Designed with rapid development and scalability in mind, Convex helps developers streamline their workflows and build sophisticated applications without wrestling with complex backend infrastructure.

Defang is an AI-enabled cloud deployment tool that allows developers to easily and securely deploy applications to their cloud of choice using a single command. It transforms any Docker Compose-compatible project into a live deployment instantly, provides AI-guided debugging, and supports any programming language or framework. Whether you use AWS, GCP, or DigitalOcean, Defang ensures your deployments are secure, scalable, and cost-efficient. The platform supports various environments like development, staging, and production, making it ideal for projects of any scale.

Graph_RAG is a Python-based framework designed to build and query knowledge graphs for retrieval-augmented generation (RAG). It supports ingestion of unstructured documents, automated extraction of entities and relationships using LLMs or NLP tools, and storage in graph databases such as Neo4j. With Graph_RAG, developers can construct connected knowledge graphs, execute semantic graph queries to identify relevant nodes and paths, and feed the retrieved context into LLM prompts. The framework provides modular pipelines, configurable components, and integration examples to facilitate end-to-end RAG applications, improving answer accuracy and interpretability through structured knowledge representation.

Milk Infrastructure is an AI-powered system that automates the deployment, management, and scaling of production-grade Kubernetes clusters across any cloud environment. With intuitive solutions, it eliminates the need for human involvement in DevOps processes, streamlining infrastructure management. This platform not only simplifies operations but also enhances scalability, allowing developers to easily adapt and grow their applications in dynamic cloud settings. By using Milk Infrastructure, companies can achieve efficient resource usage and minimize operational overhead, ensuring high performance and reliability.