Hi, I'm Mujahid Abbas
Full Stack Developer
I build web applications and enhance them with AI.
Featured Projects
View all
Recent Blog Posts
View allObserving RAG in Laravel: Your Retrieval Is Getting Worse and Nothing Throws
Your Laravel RAG answers 200 OK while retrieval quietly degrades. Here's how to trace retrieval quality, token cost, and faithfulness on live traffic, built from a decorator, a table, and the AI SDK's own middleware. No vendor SDK.
Jun 2026Reranking 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.
Jun 2026Wiring 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.
Let's Work Together
I'm always up for challenging projects and good technical conversations.