Training AI is Like Training a Guide Dog

Why Does AI Sometimes "Misbehave"?——Prompt Behavior Guidance Techniques

Deep dive into guiding AI behavior through prompts: from Few-shot examples to A/B testing, unveiling how Claude Code uses carefully designed prompts to turn an “impatient” AI into a “patient” one, and solving problems of AI being “over-eager” or “failing to ask when it should.”

May 2, 2026 · 6 min · 1083 words · Monster Programming
System Prompts are Like a Director Guiding Behind the Scenes

System Prompts——The "Director Behind the Scenes"

Deep dive into Claude Code’s system prompt architecture: segmented composition design, division of identity/tools/format/safety modules, and the secrets of model-specific tuning. Unveiling why the same request gets completely different response styles from Claude Code versus ChatGPT.

April 25, 2026 · 5 min · 981 words · Monster Programming
Claude thinking step by step diagram

Make Claude Think Step by Step

Ever noticed AI sometimes gives wrong answers? Learn how ’thinking out loud’ dramatically improves accuracy. A simple yet powerful technique.

January 25, 2025 · 5 min · 980 words · Dream Beasts Programming
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