In tests, Gemini 3.5 outpaced GPT-5.1 High and Opus 4.5 on coding tasks, giving you cleaner outputs and fewer fix-it loops.
Context engineering is the discipline of managing the language model's context window. Unlike prompt engineering, which focuses on crafting effective instructions, context engineering addresses the ...
read_file: Read file contents with flexible line range control edit_file: Make precise edits to files with clear instructions Supports complete file replacement ...
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