The Forge Log
Real prompts. Real scores. Real lifts.
Every post is a teardown of something we actually shipped, benchmarked or learned the hard way while building PromptForge.
Building PromptForge in public: what we shipped, what broke, what we learned
We started PromptForge because our friends kept asking us to "make ChatGPT better" for them. Six months in, here is the honest breakdown — what worked, what we tore up twice, and what we're building next.
Why "act as a world-class expert" is quietly killing your prompts
"Act as a world-class marketing expert." Every prompt template on the internet starts this way. It's the single laziest instruction you can give a model — and here's what to write instead.
The 5-part prompt that fixes 90% of bad AI output
Every prompt that consistently works has five components. Skip any one and quality collapses. Here is the exact structure PromptForge builds into every output, with a real before-and-after you can copy.
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