Long-Context LLMs: Strategies and Limits
Master long-context LLMs: strategies and limits for production systems, covering RAG, caching, cost control, and evaluation in 202...
Read moreAI and Machine Learning
Reduce LLM Hallucinations: Practical Techniques
Reduce LLM hallucinations in production with RAG, structured outputs, and guardrails using practical techniques that actually work...
Read more
How to Evaluate LLM Outputs (Evals)
Learn how to evaluate LLM outputs (evals) with automated pipelines, golden datasets, and LLM-as-judge metrics for reliable product...
Read more
Fine-Tuning an LLM: When and How
Learn fine-tuning an LLM: when and how to adapt models for production, covering RAG vs fine-tuning decisions, dataset prep, and sa...
Read more
Function Calling and Tool Use with LLMs
Learn how function calling and tool use with LLMs enables models to execute real code, query APIs, and automate infrastructure tas...
Read more
Structured Outputs and JSON Mode from LLMs
Structured Outputs and JSON Mode from LLMs guarantee valid, schema-compliant responses for reliable DevOps automation and producti...
Read more