Centralize API error handling in bootstrap/app.php using withExceptions() to return consistent JSON with status, message, and errors arrays, mapping Laravel exceptions to proper HTTP codes for predictable consumer responses.​
Detect API requests ($request->expectsJson() or api/*), format all errors uniformly with machine-readable codes/messages, hide stack traces in production, and handle validation/authorization separately. Use custom exceptions for business logic; let the global handler format everything else. This ensures frontend teams get reliable, parseable responses every time.chunk() processes records in fixed-size batches (e.g., 1000 at a time) using LIMIT/OFFSET, while cursor() streams one record at a time via generators for minimal memory use on massive datasets.​
Use chunk(1000, callback) for batch operations like exports or jobs where you need related data with with(); switch to cursor() for memory-critical tasks like 1M+ record updates since it avoids loading collections entirely. Always pair with select() for essential columns only and chunkById() on mutable tables to prevent skips/duplicates.
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