How to use feature flags with AI systems
Feature flags are a standard tool for gradual software rollouts, but AI systems introduce dimensions that standard feature flag patterns do not handle well. Prompts, models, and inference configurations need their own flagging approaches.
EngineeringProduction AIAI InfrastructureSystem Design
How to handle rate limits in production AI systems
Rate limits are the constraint that most AI applications eventually run into. Building systems that handle them gracefully, rather than breaking when they appear, is a core production engineering concern.
EngineeringProduction AIAI InfrastructureSystem Design