June 20, 2026 Reranking RAG in Laravel: The Right Document, the Wrong Paragraph Your Laravel RAG finds the right document and answers from the wrong paragraph. Here's a two-stage reranker built from the model you already pay for, measured against a deliberately messy eval, plus the experiment that finds its ceiling. laravel ai rag pgvector laravel-ai-sdk
Read article June 13, 2026 Wiring Tools to a Laravel AI Agent Is the Easy Part The Laravel AI SDK toolkit documents each tool in isolation. The real problems show up when you compose several into one agent: token bills, prompt-injection surfaces, and async tools the loop can't wait for. laravel ai agents tools laravel-ai-sdk
Read article June 8, 2026 Building RAG in Laravel: Four Ingestion Bugs That Silently Wreck Retrieval Every Laravel RAG tutorial builds the same ingestion pipeline and never checks if it works. Four decisions — chunking, the pgvector index operator, embedding dimensions, the model lock — quietly wreck retrieval with no error. Here's each bug, and how the eval catches it. laravel ai rag pgvector laravel-ai-sdk
Read article June 2, 2026 Claude Code Dynamic Workflows: Audit a Laravel App Without Losing the Thread You pointed Claude Code at your whole Laravel app and it forgot file 5 by the time it reached file 50. Dynamic workflows fan the job out across isolated agents, then send skeptics to disprove every flag. Here's the audit, the upgrade sweep, and when it's the wrong tool. laravel ai agents workflows claude-code
Read article May 31, 2026 Evaluating RAG in Laravel: Is Your Agent Retrieving the Right Chunks? Your Laravel RAG demo answers fine. That doesn't prove retrieval is right. Here's how to eval a RAG system built on the AI SDK and pgvector, and catch the regression that ships to production without a single error. laravel ai rag pgvector laravel-ai-sdk
Read article 
