MirahLabs Engineering Blog
Technical insights, architectural deep-dives, and system designs authored by our product engineers and AI research leads.
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.
AI Agent Evaluation Frameworks: Ragas, TruLens, and Phoenix
Evaluating LLM outputs is notoriously difficult. Learn how to use automated evaluation frameworks to measure RAG faithfulness, answer relevance, and context precision.
Automated Database Migrations in CI/CD Pipelines
Running schema migrations reliably in automated pipelines requires careful ordering and rollback strategies. This guide covers Alembic, Flyway, and migration safety patterns.
Designing High-Availability Systems: Active-Active vs. Active-Passive Configurations
Maximize uptime for mission-critical applications. Compare active-active and active-passive cluster topologies, load balancing, and failover mechanics.
Creating and Managing Technical Debt in Early-Stage Startups
Technical debt is not always bad. Learn how to leverage 'intentional tech debt' to launch products faster, and design a system to pay it down before it slows development.
Multi-Cloud Kubernetes with Anthos and Azure Arc: Hybrid Cloud Blueprint
Managing Kubernetes clusters across AWS, GCP, and on-premise is challenging. Learn how Google Anthos and Azure Arc unify operations, policy management, and application delivery.