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AI Engineering

AI & Machine Learning. All summarized Hacker News discussions tagged with this topic.

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04.21 2026

Why Keeping Large Language Models Online and Consistent Is So Hard

April 21, 2026

Explore the complex challenges behind maintaining the uptime and consistency of large language model (LLM) services, from GPU scarcity to inherent output variability.

AI Engineering LLM Reliability Infrastructure Management GPU Shortage Distributed Systems Output Consistency Performance Optimization Resource Allocation Scalability Challenges System Operations

03.03 2026

Mastering Agent-First Design: How to Get AI Agents to Choose Your Tools

March 3, 2026

Discover the critical factors influencing how AI agents select and use tools, from crafting precise descriptions and schemas to managing agent context effectively. Learn strategies for optimizing your tools for the autonomous agent economy.

AI Agents AI Engineering Agent Performance Agent Tool Discovery Autonomous Systems Context Management Machine-readable Schema Design Tool Design Tool Orchestration

Why Keeping Large Language Models Online and Consistent Is So Hard

Mastering Agent-First Design: How to Get AI Agents to Choose Your Tools

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