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Prompt Engineering

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Convert Single-Shot code generation Prompt to Program-of-Thoughts

Refactor a baseline code generation prompt into a Program-of-Thoughts version and compare quality on Claude 3.5 Sonnet.

Convert Single-Shot multi-hop QA Prompt to Program-of-Thoughts

Refactor a baseline multi-hop QA prompt into a Program-of-Thoughts version and compare quality on o3.

Convert Single-Shot customer support routing Prompt to Program-of-Thoughts

Refactor a baseline customer support routing prompt into a Program-of-Thoughts version and compare quality on DeepSeek-R1.

Convert Single-Shot financial report analysis Prompt to Program-of-Thoughts

Refactor a baseline financial report analysis prompt into a Program-of-Thoughts version and compare quality on Claude 4 Sonnet.

Convert Single-Shot scientific literature review Prompt to Program-of-Thoughts

Refactor a baseline scientific literature review prompt into a Program-of-Thoughts version and compare quality on o3-mini.

Convert Single-Shot bug root-cause analysis Prompt to Program-of-Thoughts

Refactor a baseline bug root-cause analysis prompt into a Program-of-Thoughts version and compare quality on Llama 3.1 405B.

Convert Single-Shot product requirement drafting Prompt to Program-of-Thoughts

Refactor a baseline product requirement drafting prompt into a Program-of-Thoughts version and compare quality on Claude 4.5 Sonnet.

Convert Single-Shot threat modeling Prompt to Program-of-Thoughts

Refactor a baseline threat modeling prompt into a Program-of-Thoughts version and compare quality on Grok 3.

Convert Single-Shot medical triage Prompt to Program-of-Thoughts

Refactor a baseline medical triage prompt into a Program-of-Thoughts version and compare quality on Llama 3.1 405B.

Convert Single-Shot incident post-mortems Prompt to Program-of-Thoughts

Refactor a baseline incident post-mortems prompt into a Program-of-Thoughts version and compare quality on o3.

Convert Single-Shot resume screening Prompt to Program-of-Thoughts

Refactor a baseline resume screening prompt into a Program-of-Thoughts version and compare quality on Claude 3.5 Sonnet.

Convert Single-Shot research synthesis Prompt to Program-of-Thoughts

Refactor a baseline research synthesis prompt into a Program-of-Thoughts version and compare quality on Gemini 2.5 Pro.

🟠Claude

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