ByteByteGo·40wEP171: The Generative AI Tech Stack
Comprehensive overview of the generative AI technology stack, covering nine key components from cloud infrastructure and foundational models to safety and monitoring tools. Also includes curated resources for learning software architecture, database indexing fundamentals, AI agent development roadmap, and an introduction to Model Context Protocol servers for connecting AI models to external tools and services.
ByteByteGo·40wHow Tinder’s API Gateway Handles A Billion Swipes Per Day
Tinder built TAG (Tinder API Gateway), a custom JVM-based framework on Spring Cloud Gateway, to handle over a billion swipes daily. The solution replaced fragmented third-party gateways with a unified framework that allows each team to deploy independent gateway instances. TAG features configuration-driven routing, global filters for geolocation and session management, custom middleware support, and integration with Envoy service mesh. The system processes requests through a defined pipeline including reverse geo IP lookup, request scanning, session validation, and configurable pre/post filters, enabling faster development cycles while maintaining security and performance at scale.
ByteByteGo·38wHow Cursor Serves Billions of AI Code Completions Every Day
Cursor is an AI-powered code editor built on VS Code that serves billions of AI completions daily. It features real-time code autocomplete, AI chat assistance, inline editing, and background agents that work in the cloud. The system handles over 1 million queries per second using a distributed infrastructure across AWS, Azure, and GCP, with privacy-focused codebase indexing through vector embeddings. Cursor integrates multiple AI models including GPT-4, Claude, and custom fine-tuned models to provide intelligent coding assistance while maintaining security through encryption and ephemeral data handling.