AI Provider Orchestration Layer
A resilient integration layer for an external image generation API—built for quotas, latency, and failure domains.
- Context
- Product teams needed reliable image generation without turning the core monolith into a fragile integration knot. Upstream behavior could change quickly: rate limits, timeouts, and partial failures had to be first-class concerns.
- Stack
- LaravelQueuesMySQLRedis (optional pattern)AWS (S3 for assets)
Impact: Reduced operational toil from stuck jobs, improved predictability under upstream slowdowns, and made the integration maintainable as provider APIs evolved.
