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Showing posts with the label Local

Model Routing: Stop Using One Model for Everything

Routing tasks to the right model saves money and cuts latency. Capability-based, cost-aware, and latency-aware strategies with working Python code. Model Routing: Stop Using One Model for Everything

LLM Architecture: System Design for Production AI

System design decisions for production LLM systems: model routing, cost optimization, guardrails, multi-model orchestration, and prompt engineering. Practical patterns with working code. LLM Architecture: System Design for Production AI

Cost Optimization for LLM Systems: Where the Money Actually Goes

Token budgeting, fallback models, and caching strategies that cut LLM API bills. With real numbers, hardware break-even analysis, and working Python code. Cost Optimization for LLM Systems: Where the Money Actually Goes