MirahLabs Engineering Blog
Technical insights, tutorials, and architectures written by our design and backend engineers.
OWASP Top 10 2024: What's Changed and How to Fix Each Vulnerability
The OWASP Top 10 is the definitive guide to web application security. This article covers the 2024 edition's changes, real-world attack examples, and practical mitigations for each vulnerability.
Python Performance Profiling: Finding and Fixing Bottlenecks
Before optimizing Python code, measure first. Learn how to use cProfile, py-spy, memory_profiler, and line_profiler to identify real bottlenecks—not the ones you assume.
Designing RESTful APIs: Best Practices for Consistency and Usability
A poorly designed API is a liability—developers avoid it, bugs multiply, and breaking changes cause outages. This guide covers REST naming conventions, versioning, error formats, and documentation with OpenAPI.
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.
Ethical AI: Bias Detection, Fairness Metrics, and Responsible ML Deployment
AI systems can perpetuate and amplify societal biases. Learn how to audit models for bias, apply fairness constraints during training, and build responsible AI governance frameworks.
Python Type Hints and Pydantic: Building Safer, Self-Documenting APIs
Type hints transform Python from a dynamic free-for-all into a structured, IDE-friendly language. Pydantic adds runtime validation. Together they make your APIs safer and self-documenting.