MirahLabs Engineering Blog
Technical insights, tutorials, and architectures written by our design and backend engineers.
The Future of Generative AI in Healthcare Systems
Exploring how Large Language Models and semantic context-aware assistants are modernizing diagnosis, telemedicine, and record management.
Diffusion Models Explained: DALL-E 3 and Stable Diffusion Mechanics
Understand the math and mechanics behind modern generative image models: forward diffusion, reverse denoising U-Nets, and classifier-free guidance.
Vector Databases Compared: Pinecone vs Weaviate vs pgvector
A detailed comparison of three leading vector database solutions—Pinecone, Weaviate, and pgvector—covering performance, scalability, cost, and best-fit use cases.
Understanding Transformer Architecture: Attention Is All You Need
A deep-dive into the Transformer model that revolutionized natural language processing—from self-attention heads to positional encoding and multi-head parallelism.
Prompt Injection Vulnerabilities in LLM Applications and How to Prevent Them
Prompt injection allows malicious actors to hijack LLM behavior. Learn how to protect your applications from direct and indirect prompt injection attacks.
Understanding LLM Hallucinations: Causes, Detection, and Prevention
LLM hallucinations—confidently wrong answers—are the most critical reliability challenge in production AI. Learn why they happen, how to detect them, and architectural strategies to minimize them.