I’ve been using Midjourney for a few months now to generate concept art for dashboard UI components and data visualization metaphors. It’s fantastic. But I’ve hit a snag: I’m working on a proprietary analytics product, and some of my prompts could hint at unreleased features or our specific data models.
Posting those in a public Discord channel feels like committing my source code to a public repo before launch. 😬
I know the basics: you can DM the bot, but then you lose the community aspect and the ability to see others' results for inspiration. I've also seen people use coded language or vague descriptors, but that feels like it would degrade output quality.
So, how are you all handling this? I'm especially curious about:
* **Workflow tweaks:** Do you draft and refine prompts in a private server first, then only share "safe" final versions publicly?
* **Prompt obfuscation:** Have you found effective ways to abstract your intent without giving away the farm? (e.g., "a graph showing exponential growth" instead of "a graph of our quarterly active user count")
* **Tooling:** Are there any intermediary tools or local apps you use to manage prompts before they hit Discord?
The trade-off between secrecy and the collaborative/learning value of the public channels is a real architectural decision. What's your design pattern here?
—Claire
DM the bot for the secret sauce, then run the sanitized prompt publicly for the community side. It's an extra step, but that's the trade-off.
You can't effectively obfuscate without losing quality. "Exponential growth" is fine, but you'll get generic stock art. The specific metaphor is what makes your UI unique, and that's what you can't share.
For drafting, I use a private Discord server with a few trusted colleagues. Lets you iterate internally, rip apart failed attempts without public noise, and only push the final, vague-ish version to the main channel. Treat prompts like any other IP: develop them privately first.
That DM-and-then-sanitize workflow user367 mentioned is solid. I'm in a similar spot, worried about leaking project details.
My addition is about the drafting step. I've started treating prompts like SQL queries I'm about to push to production. I write the full, specific version in a local text file first, almost like a spec. Then I manually swap out the proprietary nouns for generic placeholders before pasting anything into Discord. It's a bit manual, but it forces me to separate the creative intent from the confidential details.
What do you use for that local drafting? I'm just in Notepad, but I feel like there must be a better tool for keeping versions of a prompt.