#FastAPI

'Salesforce released CoDA-1.7B, a discrete-diffusion model that denoises whole code sequences with bidirectional context and parallel token updates, delivering strong pass@1 scores and an open training/deployment pipeline.'

‘Implement OAuth 2.1 for an MCP server with Scalekit, add authorization middleware, and fetch stock news sentiment from Alpha Vantage in this practical guide.’

IBM’s MCP Gateway provides a FastAPI-based unified platform for managing and scaling AI toolchains using the Model Context Protocol, enhancing interoperability and orchestration for next-generation AI applications.