AI image API request deduplicationimage generationidempotency
AI Image API Request Deduplication: Prevent Duplicate Jobs
Implement AI image API request deduplication with tenant-scoped keys, SQLite examples, safe timeout handling, and practical generation cost accounting rules.
Oct 30, 2026
ai image apierror handlingretry logic
AI Image Generation API Error Handling — Retry, Timeout & Fallbacks
Production guide to AI image API errors: HTTP status codes, exponential backoff retry, per-model timeouts, and model fallback patterns for Nano Banana Pro, Nano Banana 2, and GPT-image-2.
Sep 7, 2026