MirahLabs Engineering Blog
Technical insights, tutorials, and architectures written by our design and backend engineers.
Architecting for Disaster Recovery: RTO, RPO, and Pilot Light Strategies
Data loss and outages can devastate businesses. Understand Recovery Time Objective (RTO) and Recovery Point Objective (RPO) and compare cold, warm, and hot recovery setups.
MLOps: Building Reproducible ML Pipelines with MLflow and DVC
Machine learning without MLOps produces science experiments, not production systems. Learn how MLflow tracks experiments and DVC versions datasets to build reproducible, deployable ML pipelines.
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.
Python Web Scraping at Scale: Scrapy, Playwright, and Proxy Rotation
Extract data from complex websites. Build high-concurrency crawlers using Scrapy and handle dynamic JavaScript rendering with Playwright integration.
Managing Remote Engineering Teams: Async Workflows and Culture Building
Micromanaging remote teams kills developer productivity. Learn how to design async workflows, document decisions, and build cultural cohesion across timezones.