@@ -23,18 +23,15 @@ Code Web Chat only starts new conversations. This idea is borrowed from [Firefox
 > [!NOTE]
 > The _Apply response_ button placed under responses is not a means of automatic output extraction, it's an alias for the original _copy to clipboard_ button.
 
-🧠 **Control the context, guide the model**
+🧠 **Master model guidance through context ownership**
 
 Large language models (LLMs) are trained on vast datasets targeting many use cases. For code generation, a model's training involves analyzing millions of simulated problem-solving flows, such as arriving at the accepted answer from a given StackOverflow question. For the purpose of agentic coding, models are trained on an additional layer of data that simulates gathering context and planning its next steps.
 
 Because the model is only as smart as examples it has seen in its pre-training stage, the possible coverage of real-world scenarios when approached at a high level is fundamentally limited.
 
 Therefore, CWC is designed to align with LLMs' true capabilities—that is, code generation in a controlled signal-to-noise ratio environment. Controlled by you, the engineer.
 
-> [!NOTE]
-> Coding agents conflict with a powerful technique of a model guidance through context ownership.
-
-🤝 **Meet non-agentic workflow**
+🤝 **Meet the non-agentic workflow**
 
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