RESTful API patterns
Modern REST APIs use standardized resource naming conventions with hypermedia links. Versioning is embedded in paths (e.g., /v2/users), and 2025 implementations include real-time validation and AI-powered error correction.
GraphQL Implementation
2025's GraphQL APIs include schema-first design with AI-generated documentation. These systems support auto-generated client SDKs, real-time subscription capabilities, and built-in query validation to prevent overfetching.
Event-Driven Architecture
Modern architectures use event streaming for real-time interactions. 2025 implementations combine Kafka and CloudEvents to achieve sub-millisecond response times across distributed systems with automatic message retries and dead-letter queues.
Versioning & Deprecation
Best practices now include automated deprecation pipelines with phased rollouts. 2025 APIs use machine learning to predict breaking changes in upgrades and provide interactive migration tools for clients to test compatibility.
Security Patterns
Modern API security uses dynamic access tokens with automatic refresh policies. 2025 implementations combine OPA enforcement with AI-driven risk assessments to block anomalous requests in real-time while maintaining user transparency.