Prompt engineering tips, token-savings strategies, and real case studies from teams using FixMyPrompt.
ChatGPT ignoring half your instructions? Pulling random details out of nowhere? Here is what is going wrong and the prompt fix that works.
Hallucinations are not random. They happen when your prompt leaves gaps. Here is how to close them.
ChatGPT writing sounds bland, generic, obviously AI. This is the prompt fix that gets human-sounding output.
ChatGPT-generated code looks right and then breaks. This is the prompt pattern that gets working code on the first try.
Every ChatGPT response opens with 'I apologize for the confusion' or 'You're absolutely right!' Here is how to kill that voice for good.
The same prompt that works on ChatGPT or Claude gets a confused answer from Gemini. Gemini reads prompts differently. Here is what to change.
Midjourney keeps slapping garbled text, fake logos, or random captions onto your images. This is what to add to your prompt to stop it.
Every ChatGPT answer is 600 words when you wanted 60. Here is the prompt fix that gets you a short answer every time.
Claude said no to something ChatGPT happily answered. This is what triggers the refusal, and the four-line preamble that gets the task done.
The same character looks different every prompt. This is the workflow that actually keeps a character consistent across scenes.
Cold emails ChatGPT writes get marked as spam in seconds. This is the prompt structure that produces cold outreach humans actually open.
Tools that rewrite your prompt are a band-aid. Here is why you keep getting bad AI answers and what real fixing looks like.
Pasted a prompt into Midjourney and got something boring? Not the model. Seven things missing from most image prompts and how to add them.
Same prompt, different answer every time? AI giving you mush? Here are the seven things every prompt needs.
If your AI bill is high, your prompts are probably the reason. Five things wrong with most prompts, and how each one doubles your spend.
Bad ChatGPT answers are not ChatGPT's fault. They are prompt bugs. Five most common reasons your AI sounds dumb, and the 30-second fix for each.
Three real teams running ChatGPT at scale. None switched providers. They just fixed their prompts. Here is what they changed and how much they saved.
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