learning-by-coding

Inline code explanations attach two concise educational cards immediately after a non-trivial code unit executes. The cards clarify business intent and technical tradeoffs, linking specific code actions to underlying decisions.

Learning by coding surfaces contextual guides on intent, context, and decision-making directly after meaningful code blocks. This approach reinforces programming concepts by linking specific code changes to their tradeoffs.

No, this code explanation tool triggers only after non-trivial code units and explicitly skips trivial edits or user-authored changes. Explanations remain tightly coupled to the specific code changes executed.

Yes, inline educational cards map code actions to technical tradeoffs and business intent. They automatically generate concise explanations to help you expand your programming knowledge base after implementing functions.

To generate intent and tradeoff summaries, write a non-trivial code unit and let the skill attach two concise cards underneath. These cards outline the business intent and technical decisions specific to that code block.

Contextual code review explanations are needed when you finish implementing a meaningful function and want to reinforce concepts. They surface pair cards clarifying business intent and technical tradeoffs automatically.