Context Anchoring

Eloquent Query Classes Pattern

Learn how to use Eloquent Query Classes to organize important database logic in Laravel without adding a full repository layer. Read more

A concise explanation of ADRs: short documents that capture an important decision, the context behind it, and its consequences. Good practical advice on keeping them lightweight, readable, and useful over time. Read more

PHP

Building RAG in Laravel: Four Ingestion Bugs That Silently Wreck Retrieval

Every Laravel RAG tutorial builds the same ingestion pipeline (chunk, embed, store) and stops the moment the agent answers on screen. None of them check whether retrieval is any good. But retrieval quality is decided Read more…

Published by hadi on April 2, 2026

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Eloquent Query Classes Pattern

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Architecture Decision Record

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Building RAG in Laravel: Four Ingestion Bugs That Silently Wreck Retrieval

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