llm9 min read
Self-Hosting LLMs With vLLM — Running Open-Source Models in Production
Deploy open-source LLMs at scale with vLLM. Compare frameworks, optimize GPU memory, quantize models, and run cost-effective inference in production.
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AI8 min read
Streaming LLM Responses in Node.js — SSE, Backpressure, and UX Patterns
Build fast UX with LLM streaming using Server-Sent Events, handle backpressure correctly, measure TTFT/TBT, and avoid common pitfalls in production.
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AI9 min read
Reliable Structured Output From LLMs — JSON Mode, Zod Validation, and Retry Logic
Extract reliable structured data from LLMs using JSON mode, Zod validation, and intelligent retry logic to eliminate parsing failures and hallucinations.
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AI8 min read
LLM Token Economics — Counting, Budgeting, and Optimizing Your AI Costs
Master LLM token economics by implementing token counting, setting budgets, and optimizing costs across your AI infrastructure with tiktoken and practical middleware patterns.
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load-balancing11 min read
Load Balancer Algorithms — Round Robin, Least Connections, and Consistent Hashing
Master load balancer algorithms for distributing traffic. Learn round-robin limitations, connection-aware routing, consistent hashing, and session affinity patterns.
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