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Articles Engineering library ==================== 34 articles by Mohamed Said on Laravel, PHP, databases, APIs and infrastructure, written from production work. Search articles ⌕×Search Topic hubs ---------- ←→ - [AI48 articles](https://msaied.com/articles?category=ai&search=rag&sort=new) - [Composer Pacakge80 articles](https://msaied.com/articles?category=composer-pacakge&search=rag&sort=new) - [Filament27 articles](https://msaied.com/articles?category=filament&search=rag&sort=new) - [Laravel266 articles](https://msaied.com/articles?category=laravel&search=rag&sort=new) - [Livewire13 articles](https://msaied.com/articles?category=livewire&search=rag&sort=new) - [Open Source44 articles](https://msaied.com/articles?category=open-source&search=rag&sort=new) - [PHP27 articles](https://msaied.com/articles?category=php&search=rag&sort=new) - [Tips & Tricks32 articles](https://msaied.com/articles?category=tips-tricks&search=rag&sort=new) Topics ------ [All topics](https://msaied.com/articles?search=rag&sort=new) [AI 48](https://msaied.com/articles?category=ai&search=rag&sort=new) [Composer Pacakge 80](https://msaied.com/articles?category=composer-pacakge&search=rag&sort=new) [Filament 27](https://msaied.com/articles?category=filament&search=rag&sort=new) [Laravel 266](https://msaied.com/articles?category=laravel&search=rag&sort=new) [Livewire 13](https://msaied.com/articles?category=livewire&search=rag&sort=new) [Open Source 44](https://msaied.com/articles?category=open-source&search=rag&sort=new) [PHP 27](https://msaied.com/articles?category=php&search=rag&sort=new) [Tips & Tricks 32](https://msaied.com/articles?category=tips-tricks&search=rag&sort=new) 34 articles ------------ Topics Sort articles Newest first Oldest first Sort [Search: rag ×Remove search](https://msaied.com/articles?sort=new) [ Clear filters](https://msaied.com/articles) [![](https://cdn.msaied.com/723/6f9c9010ccb06581b52bcfab81e47dd9.png)](https://msaied.com/articles/migrating-pinkary-from-laravel-forge-to-laravel-cloud-an-engineering-playbook)30 Sep 2026·5 min read ### [Migrating Pinkary from Laravel Forge to Laravel Cloud: An Engineering Playbook](https://msaied.com/articles/migrating-pinkary-from-laravel-forge-to-laravel-cloud-an-engineering-playbook) A code-backed walkthrough of the real issues encountered moving Pinkary from Laravel Forge to Laravel Cloud: SQLite-to-MySQL schema fixes, nondeterministic query rewrites, object-storage assumptions, and purpose-built Artisan migration commands. [Laravel](https://msaied.com/articles?category=laravel) [![](https://cdn.msaied.com/696/4a8dc0443e01d9ddfd47cae8515f2943.png)](https://msaied.com/articles/laravel-ai-sdk-10-classification-tool-approvals-and-vercel-chat-streaming)23 Sep 2026·4 min read ### [Laravel AI SDK 1.0: Classification, Tool Approvals, and Vercel Chat Streaming](https://msaied.com/articles/laravel-ai-sdk-10-classification-tool-approvals-and-vercel-chat-streaming) Laravel AI SDK 1.0 ships a new Classification capability, human-in-the-loop tool approvals, Vercel Chat and AG-UI streaming support, and a revised conversation storage format—along with breaking changes you need to review before upgrading. [Laravel](https://msaied.com/articles?category=laravel) [AI](https://msaied.com/articles?category=ai) [![](https://cdn.msaied.com/681/08058424f0e8433b83d9008c6b701cd8.png)](https://msaied.com/articles/practical-rag-in-laravel-pgvector-embeddings-and-retrieval-augmented-generation)19 Sep 2026·4 min read ### [Practical RAG in Laravel: pgvector, Embeddings, and Retrieval-Augmented Generation](https://msaied.com/articles/practical-rag-in-laravel-pgvector-embeddings-and-retrieval-augmented-generation) Build a production-ready RAG pipeline in Laravel using pgvector, OpenAI embeddings, and a clean retrieval layer — without reaching for a dedicated vector database. [![](https://cdn.msaied.com/670/91719b0682698004adbe722a8085269d.png)](https://msaied.com/articles/livewire-v445-released-wirenavigate-fixes-json-session-support-more)14 Sep 2026·3 min read ### [Livewire v4.4.5 Released: wire:navigate Fixes, JSON Session Support & More](https://msaied.com/articles/livewire-v445-released-wirenavigate-fixes-json-session-support-more) Livewire v4.4.5 ships nine targeted fixes and backports, including JSON session serialization, improved wire:navigate view transitions, fragment scrolling fixes, and a required Alpine 3.17.3 bump. [Livewire](https://msaied.com/articles?category=livewire) [![](https://cdn.msaied.com/659/44f701e1dc43e64d0b7ecc984d0b34bc.png)](https://msaied.com/articles/custom-eloquent-casts-value-objects-enums-and-encrypted-composites)12 Sep 2026·3 min read ### [Custom Eloquent Casts: Value Objects, Enums, and Encrypted Composites](https://msaied.com/articles/custom-eloquent-casts-value-objects-enums-and-encrypted-composites) Go beyond primitive storage with Eloquent's CastsAttributes contract. Build reusable value-object casts, handle composite columns, and encrypt sensitive fields without a single accessor. [![](https://cdn.msaied.com/644/a8804395d4fd322b55d91a7dd9e6ffa3.png)](https://msaied.com/articles/find-unexpected-test-inputs-with-fuzz-for-pest)7 Sep 2026·4 min read ### [Find Unexpected Test Inputs with Fuzz for Pest](https://msaied.com/articles/find-unexpected-test-inputs-with-fuzz-for-pest) Fuzz is a Pest 5 package that brings coverage-guided fuzz testing to Laravel and PHP projects. It generates and mutates string inputs automatically, surfacing crashes and edge cases your hand-written tests would never reach. [Composer Pacakge](https://msaied.com/articles?category=composer-pacakge) [PHP](https://msaied.com/articles?category=php) [![](https://cdn.msaied.com/622/59bd72aa94848dfb195df6dcfb498e43.png)](https://msaied.com/articles/collections-chunkby-and-storage-path-hardening-in-laravel-1330)1 Sep 2026·3 min read ### [Collections chunkBy() and Storage Path Hardening in Laravel 13.30](https://msaied.com/articles/collections-chunkby-and-storage-path-hardening-in-laravel-1330) Laravel 13.30 ships chunkBy() for grouping adjacent collection items, closes a path-traversal gap in Storage::path(), and prints queue worker stop reasons directly in console output. [Laravel](https://msaied.com/articles?category=laravel) [![](https://cdn.msaied.com/575/21de38adc44ef949b9bdc13ad6f6166b.png)](https://msaied.com/articles/practical-rag-in-laravel-pgvector-embeddings-and-retrieval-pipelines-3)21 Aug 2026·3 min read ### [Practical RAG in Laravel: pgvector, Embeddings, and Retrieval Pipelines](https://msaied.com/articles/practical-rag-in-laravel-pgvector-embeddings-and-retrieval-pipelines-3) Build a production-ready Retrieval-Augmented Generation pipeline in Laravel using pgvector, OpenAI embeddings, and a clean retrieval service — without reaching for a heavy AI framework. [![](https://cdn.msaied.com/568/580ae69765054f5f750614e4d977ff56.png)](https://msaied.com/articles/read-through-disks-and-debounced-listeners-in-laravel-1326)18 Aug 2026·4 min read ### [Read-Through Disks and Debounced Listeners in Laravel 13.26](https://msaied.com/articles/read-through-disks-and-debounced-listeners-in-laravel-1326) Laravel 13.26 ships a read-through filesystem driver for lazy storage migration, extends #\[DebounceFor\] to queued event listeners, adds Queue::forward() for zero-touch queue rerouting, and more. [Laravel](https://msaied.com/articles?category=laravel) ← Newer1. 1 2. [2](https://msaied.com/articles?search=rag&page=2) 3. [3](https://msaied.com/articles?search=rag&page=3) 4. [4](https://msaied.com/articles?search=rag&page=4) 1 / 4 [Older →](https://msaied.com/articles?search=rag&page=2) Have a technical challenge? ---------------------------- Tell me what you’re building. I reply within two working days. [Discuss your project ↗](https://msaied.com#contact) Topics ------ Close [All topics](https://msaied.com/articles) [AI (48) ](https://msaied.com/articles?category=ai&search=rag&sort=new) [Composer Pacakge (80) ](https://msaied.com/articles?category=composer-pacakge&search=rag&sort=new) [Filament (27) ](https://msaied.com/articles?category=filament&search=rag&sort=new) [Laravel (266) ](https://msaied.com/articles?category=laravel&search=rag&sort=new) [Livewire (13) ](https://msaied.com/articles?category=livewire&search=rag&sort=new) [Open Source (44) ](https://msaied.com/articles?category=open-source&search=rag&sort=new) [PHP (27) ](https://msaied.com/articles?category=php&search=rag&sort=new) [Tips & Tricks (32) ](https://msaied.com/articles?category=tips-tricks&search=rag&sort=new) © 2026 Mohamed Said · Built with Laravel, meant to last.Senior Backend Engineer specializing in Laravel, scalable SaaS platforms, APIs, and cloud infrastructure. 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