AI / 2026
LLM Router
LLM Router is a full-stack platform that analyzes a prompt and recommends (or executes) the most suitable LLM model based on quality, cost, latency, and usage context. It doesn't just return a model: it explains the decision, maintains traceability, and applies fallback if the provider fails. The scoring engine combines heuristic evaluation with contextual bonuses and historical feedback to produce explainable rankings.
TECH STACK
THE CHALLENGE
Smart LLM router that selects the best model per request and explains every decision. Full-stack platform with scoring engine, fallback system, and OpenRouter catalog sync.
THE SOLUTION
Reduces manual model selection overhead by automating intelligent routing decisions with full traceability and fallback resilience. Provides a living catalog synced with OpenRouter and explainable scoring for technical and business stakeholders.
ACHIEVEMENTS AND CONTRIBUTIONS
Heuristic scoring engine with quality, latency, and cost components
Multi-provider fallback system for operational continuity
Living model catalog synced with OpenRouter API
Full traceability with PostgreSQL persistence and Alembic migrations