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Want to quickly get started with Vibecoding? The most practical way is to learn by doing, driven by real projects to foster growth.
**Learning Framework**: If you have a background in software engineering and product thinking, you've already grasped the core logic—what's left is to use tools to turn ideas into code. AI programming assistants like Claude Cursor's Opus 4.5 are especially suitable at this stage, significantly accelerating development efficiency.
**Real Cost Data**: One month of intensive development using Opus 4.5 burned through 600 million tokens, costing about $1,000—this may seem substantial, but it provides an opportunity to quickly validate product ideas and build complete projects. For entrepreneurs or developers looking to prototype rapidly, this investment is worthwhile.
**Practical Output**: From zero to having a functional tool, you can really create something like a group chat morning report. The key is to choose the right scenarios, use the right tools, and iterate continuously. Web3 project development follows this logic—problem-driven learning is often 10 times faster than pure theoretical study.