A software engineer completed complex FPGA development work in 4 days using an LLM, including bootstrapping a microblaze CPU, configuring DDR4 memory, implementing caching, and building a custom debugger. The accomplishment demonstrates how LLMs amplify existing engineering expertise rather than replace it, allowing engineers to apply their knowledge across broader technical domains more efficiently than previously possible.