Design and implement a reliable AI content moderation API: taxonomy, architecture, code, policy config, thresholds, privacy, and evaluation best practices.
Practical strategies to keep APIs backward compatible—versioning, additive changes, deprecation, rollout, and testing for REST, GraphQL, and gRPC.
Webhooks vs polling APIs: compare latency, cost, scalability, reliability, security, patterns, and code examples—with a practical decision framework.
A practical guide to API idempotency: keys, retries, storage design, error handling, and patterns for exactly-once effects in distributed systems.
A practical guide to implementing HATEOAS in REST APIs with formats, examples, tooling, testing, and rollout strategies.
A practical guide to consumer-driven contract testing: how it works, why it matters, and how to implement it with CI/CD to ship APIs faster without breaks.
