Cost of Running LLMs in Production: API vs Open Source
Understand the true cost of running LLMs in production by comparing API services and open-source models to optimize your infrastructure…
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Measuring LLM Latency and Throughput in Production
Learn how to track LLM performance in production by focusing on latency and throughput metrics to ensure your AI-powered applications…
How To Build a Custom Copilot with the OpenAI API
Learn how to build a custom copilot with the OpenAI API using practical steps, API key management, prompt engineering, and…
Preparing Unstructured Data Lakes for AI Workloads
Learn how to organize and refine unstructured data lakes for AI models. Practical steps for data preparation, labeling, and storage…
Multi Agent Systems Enterprise Use Cases and Architecture
Explore how multi agent systems enterprise use cases improve operations. Learn about architecture, agent coordination, and practical deployment steps.
Open Source LLM Serving Frameworks Compared
Compare top open source LLM serving frameworks like vLLM, TGI, and Text Generation Inference to build efficient, scalable AI applications…
How to Fine-Tune Llama 3 for Specific Business Use Cases
Learn how to fine-tune Llama 3 for business needs. Follow best practices for data preparation and model training to improve…
Local LLM vs Cloud LLM Security and Compliance Guide
Compare local and cloud LLM security options. Learn how to secure your business data while choosing the right AI deployment…
Data Governance for Generative AI and LLM Projects
Learn how to establish solid data governance for generative AI and LLM projects to ensure security, compliance, and quality in…
Advanced Prompt Engineering Techniques for Developers
Learn how developers use prompt engineering to build better AI applications. Explore structured techniques, constraint handling, and debugging workflows.
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How Alien Road delivers AI Optimization
The 1625 articles in this hub are written by our AI Optimization practitioners. These are the services they run for clients.
Primary service AI Optimization We continuously optimize campaigns, content and workflows with AI to cut wasted ad spend. Related service AI Marketing Agency An end-to-end marketing team combining data, creative and automation under one roof. Related service GEO – AIO – AEO Become the brand AI engines cite. Content and schema optimization for generative search.