Inside AI: Six Essential Truths Every Developer Discovers Too Late

Understanding AI's actual mechanics reveals fundamental design constraints invisible to casual users. Concepts like tokens and context windows are critical for developers to write effective prompts, avoid unexpected failures, and maximize AI system utility. These practitioner insights expose the significant gap between marketing narratives and the operational realities developers encounter in production.