GPT-5 Pro: The Final Frontier in AI Programming
GPT-5 Pro: AI Programming's Last Defense | Karpathy's Multi-Tool Strategy for Efficient Coding with Cursor, Claude, & GPT-5 Pro.
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The Latest Large Language Model Programming Guide is Here!
Today, former Tesla AI Director and OpenAI co-founder Andrej Karpathy released his exclusive insider secrets for AI-assisted programming.
His AI-assisted programming no longer focuses on a single tool, but instead "employs" multiple tools with on-demand role allocation.
In summary, Karpathy's use of AI-assisted programming can be divided into 4 stages: 75% using Cursor editor's autocomplete functionality, secondly using large language models to modify specific code segments, thirdly using independent AI programming tools like Claude Code and Codex to implement larger functional modules; and finally using GPT-5 Pro to solve the most difficult problems, which he calls the "last line of defense."
This is because currently, developers cannot rely on a single programming tool to meet all development needs, and these tools each excel in different areas. For instance, Cursor editor is good at code autocompletion but requires frequent restarts; independent AI programming tools can code for content developers don't understand, but require regular code cleanup, style adjustments, and handling code aesthetics; GPT-5 Pro can handle the most difficult problems, analyzing in 10 minutes obscure bugs that humans, Cursor, and Claude Code all failed to find.