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If you get a 10x speedup with an LLM it mean you are not doing anything new or interesting

That is 99% of software engineering, boring line of business CRUD applications or data pipelines.

Most creativity is just doing some slightly different riff on something done before…

Sorry to break it to you but most of your job is just context engineering for yourself.