
Chain-of-Thought vs Zero-Shot: Which Should You Use?
Zero-shot is fast but misses nuance. CoT nails complex reasoning but costs 2-5x more. After months of testing, here's exactly when to use each prompting approach.
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Zero-shot is fast but misses nuance. CoT nails complex reasoning but costs 2-5x more. After months of testing, here's exactly when to use each prompting approach.

What's the difference between an AI toy and an enterprise-grade AI tool? The answer is context. Most developers only provide a single layer of context, which leads to failure. In this guide, we'll explore the 5-part framework for building a truly AI-Ready project, ensuring your AI agents are precise, efficient, and aligned with your business goals.
Learn how to structure codebases for AI agents like Claude, Cursor, and GitHub Copilot. Step-by-step guide with CLAUDE.md templates, vertical slice architecture, and proven optimization techniques that improve AI code generation by 80%.

Compare the top budget coding LLMs of 2025: DeepSeek R1 leads with 71.4% Aider score at $8.55/month. Interactive cost calculator included to find your perfect AI coding assistant based on actual usage.