I noticed a pattern in how I clean up AI-drafted PR descriptions and README sections. I paste the text into a rewriter, don't like the output, hit Regenerate, get a different output, still don't like it, hit Regenerate again. At no point am I telling the tool what's actually wrong. I'm just rerolling and hoping the next roll lands closer to what I meant.
That's not editing. It's a slot machine with extra steps.
The thing I actually want varies by context, and it's rarely "just try again." Sometimes a PR description needs to be shorter because reviewers skim. Sometimes a README intro reads too casual for a library aimed at enterprise users, and I want it flattened to plain facts. Sometimes the AI draft is basically fine and I only want the tells gone, the em dashes, the "boasts a," the "seamlessly integrates," without losing my original phrasing. Those are three different jobs. A single Regenerate button can't tell which one I want, so it guesses, and I keep clicking until luck matches intent.
What would actually work is naming the directions instead of gambling on them. Shorter is a direction. Plainer is a direction. Sounds-like-a-person is a direction. Remove-the-tics-keep-my-voice is a direction. If a tool gave me those four outputs side by side instead of one random guess, I could just pick the one that matches the job instead of negotiating with a slot machine.
That's the whole idea behind the rewriter I ended up building at airemoverfromtext.com. Paste text, get four rewrites at once: Natural (sounds like someone talking), Neutral (facts, no adjectives), Concise (30 to 50 percent shorter, same content), and Faithful (your original voice with the AI tics stripped out). No Regenerate button, because there's nothing left to reroll. It also ships a free pattern checker that flags the specific tells (built off a public "signs of AI writing" list) if you just want to know what's off before deciding whether to rewrite anything at all.
It won't fix writing that's bad for reasons other than sounding AI-generated, and it won't tell you which detector will flag your text, since detectors disagree with each other constantly and guessing what they'll say is its own kind of gambling. What it does is turn "try again and hope" into "pick the direction you actually meant." Free tier is 300 words a day, no account needed, if you want to see whether Faithful or Concise is the one you keep reaching for.
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