Techniques and strategies for getting AI to do what you actually want. From fundamentals to advanced prompt architecture.
When to use examples, when to skip them, and the 4-part decision framework for production pipelines.
Prompt EngineeringWhen CoT dramatically improves output, and why we saw a 6% accuracy drop when classifying data.
Prompt EngineeringThe hierarchical constraint framework that forces LLMs to adopt strict personas and formatting.
SafetyReal attack vectors, delimiter defenses, and why 'ignore previous instructions' destroys pipelines.
Prompt EngineeringWhy short prompts fail in production and how to structure 2000-word super-prompts with variables.
FundamentalsEverything you need to know — roles, context, constraints, iteration.
Prompt EngineeringStop guessing at API parameters. A practical guide to exactly how Temperature and Top-P change output probability.
Prompt EngineeringBreak your massive single prompts into chained workflows. Architect multi-step pipelines with 99% reliability.
ComparisonWhy the same prompt gives wildly different results on each model.
AdvancedAnalyze any AI video and reconstruct the prompt that made it.