The admin view + AI

You built Upvote for your users. Now build the part that's for you. When requests pour in, you need to triage them: mark them Planned, flag them In Progress, and respond so people know you're listening.

Flip to Plan mode. Describe what you need: an admin page that only you can access (everyone else gets redirected to the main board). It should show all feature requests in a table where each row should have a dropdown to change the status, and the change should update the database immediately. Below each row, an expandable text area for an admin response that, when saved, appears on the public request card.

Review, approve, build. Go to /admin. Every request is in a clean table. Change "Dark mode support" from New to Planned. Navigate back to the public board. That request now shows a "Planned" badge. Your users can see that you're paying attention.

This is useful. But it's also slow. Fifty requests, each one needing a thoughtful response. That's an hour of writing. Let's make it five minutes.

Ask Lovable to add a "Draft Response" button next to each admin response text area. When clicked, it should use AI to generate a response based on the request's information. Say the status is "Planned," it might acknowledge the idea and mention a rough timeline. If it's "In Progress," maybe a progress note. If it's "New," maybe it thanks the user and asks a clarifying question. You get the idea. The draft should appear in the text area so you can edit before saving.

Go to the admin panel and find "Dark mode support," which has a status of Planned. Click "Draft Response."

A few seconds pass. Text appears. You won't get the same output twice, but it might be something like a note acknowledging dark mode as a popular request, mentioning a rough timeline, and promising to keep the thread updated. Not boilerplate. It references the specific request and matches the status.

Click "Draft Response" on a different request. Something vague, maybe "Make it faster," marked New. Totally different response, something maybe like asking for specifics about which parts feel slow so the team can prioritize the right fix.

Different context leads to different output. The AI reads what's in front of it and adapts.

What if you don't like the first draft? Sometimes the tone is off, or it's too long, or it misses the point entirely. Ask Lovable to add a "Regenerate" button next to "Draft Response." Same context, but a fresh output. You can regenerate until you get a draft worth editing.

That's the right relationship with AI in your product. It drafts and you decide. Not an oracle that delivers the final answer, but a starting point that's often good, sometimes a miss, and always editable.

One more feature. This one saves real time when you're buried in requests. If you don't have an "Other" category yet, add one now. Then ask Lovable to add an "Auto-Categorize" button at the top of the admin view. When clicked, it finds all requests with category "Other" and uses AI to suggest a better category based on the title and description. Show the suggestions in a confirmation modal so you can review before applying. I'll let your imagination run wild with this one.

Fifty uncategorized requests. But one click later, you have suggestions. Review them, then apply. That's thirty seconds instead of fifteen minutes.

One more concept before we move on. The AI responses we've been generating are contextual, they reference the specific request and match the status, but they're generic in voice. They don't know your brand's personality. Maybe you're casual and use first names. Maybe you're formal and never use exclamation marks. Maybe you always sign off with a specific phrase.

That's what Knowledge Files solve. You write your conventions once, covering tone, vocabulary, structure, things to always include, things to never say, and save it as a project-level Knowledge File. The AI reads it every generation. We won't set it up now, but file the concept away. It's the difference between AI that sounds like a chatbot and AI that sounds like you. See our documentation for more information.