noartem

Write focused controller tests using HTTP assertions; keep heavy logic in Actions/Services and unit test them

Create effective debugging prompts—include error messages, stack traces, expected vs actual behavior, logs, and attempted solutions

Refine AI-generated code through specific feedback—point out errors, identify gaps, show desired changes, reference style guides

Build production-grade Laravel REST APIs using opinionated architecture patterns with Laravel best practices.

Use API Resources with pagination and conditional fields; keep response shapes stable and cache-friendly

Use framework caches and value/query caching to reduce work; add tags, locks, and explicit invalidation strategies for correctness

Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and improve performance

Prevent N+1 queries by eager loading; enable lazy-loading protection in non-production; choose selective fields

Safe database change patterns; when to modify vs add migrations; always pair models with migrations and factories; seeding guidance

Select only required columns to reduce memory and transfer costs; apply to base queries and relations

Portable storage configuration across S3/R2/MinIO with optional CDN—env toggles, path-style endpoints, and URL generation

Schedule tasks with safety; use withoutOverlapping, onOneServer, and visibility settings for reliable cron execution