A permanent system so you never ship an app with one of the "time bombs" from that Facebook post — without ever having to become a coder. Run one command, paste one prompt, stay safe.
That post listed real ways AI-built apps break the moment they get real users. Some only bite you when you take code out of Base44/Lovable and host it yourself (which you do). This plan builds you three things: a plain-English playbook with copy-paste fixes, a /app-safety-check command you run before launching anything, and an upgraded reviewer that catches the traps automatically. Good news: trap #3 (the scary "AI forgets and breaks things" one) — you already beat it with your AIOS.
The original 5 from the post, plus 2 more from the comments. Each one gets a plain-English explanation and an exact sentence you paste into your tool to fix it.
App stores data in a file inside itself. On Vercel/Netlify that file gets wiped on every update. Customer data — gone.
Bites when self-hostedYour API key gets pasted into the part users can see. Anyone can grab it and run up your bill.
Your jobAI forgets earlier work and breaks old features. The fix is a "logbook the AI reads each session."
You already solved thisNo loading spinner or error message, so on slow internet the app shows a blank page and looks like a scam.
Your jobCollecting even one email makes you a "data processor." No privacy policy = Stripe/ad-platform bans.
ALWAYS yours, even in-toolThe "bug 1000": hand-numbered records wrap or collide at scale. App worked until the 1,000th customer.
Your jobA /privacy page isn't enough — EU rules also want a cookie banner + a delete-my-data path. Higher bar for wellness/doTERRA data.
ALWAYS yoursThis is the most useful part. Inside Base44/Lovable, the platform handles the database, keys, and hosting for you. The traps come alive the second you export the code and host it yourself.
✅ handled for you · ⚠️ your job · 🔴 high risk
| Time Bomb | Base44 (in-tool) | Lovable (in-tool) | Exported → Vercel | Exported → Cloudflare | Local / Claude Code |
|---|---|---|---|---|---|
| 1. Vanishing Database | ✅ | ✅ | 🔴 | 🔴 | ⚠️ |
| 2. Open Wallet | ✅ | ✅ | ⚠️ | ⚠️ | ⚠️ |
| 3. Goldfish Memory | ✅ | ✅ | ✅ | ✅ | ✅ |
| 4. White Screen | ✅ | ⚠️ | ⚠️ | ⚠️ | ⚠️ |
| 5. Legal Landmine | 🔴 | 🔴 | 🔴 | 🔴 | 🔴 |
| 6. Counter Overflow | ✅ | ✅ | ⚠️ | ⚠️ | ⚠️ |
| 7. GDPR Depth | ⚠️ | ⚠️ | 🔴 | 🔴 | 🔴 |
Row 3 is all green on purpose — your AIOS (CLAUDE.md + session logs + brain compile) is the logbook fix everyone recommends.
reference/vibe-coding-safety-net.mdThe plain-English manual: 7 traps, the stack matrix, and a copy-paste fix prompt for each. The brain of the system.
Detects whether your app is in-tool or self-hosted. For local code it scans automatically; for Base44/Lovable it hands you the exact prompt to paste in. Returns a plain-English verdict.
Add the 4 missing checks: vanishing database, legal/privacy, counter overflow, cookie banner. Make it stack-aware.
Every new build defaults to a safe database, hidden keys, loading + error states, and a privacy page — from the plan stage, before code exists.
Add to CLAUDE.md, the dashboard Tools section, and HISTORY.md so it's discoverable.
Run it on a real exported build (template-blog-website) and a Base44 app to confirm both paths work.
reference/ by default. Want a copy mirrored into your Obsidian brain (Sondra Brain/wiki/learning/) too?Nothing until you say go. When you're ready, just tell me "implement it" (or run /implement plans/2026-06-07-vibe-coding-safety-net.md). The plan stays on the table either way — ask questions first if you want.