AI Agents
Terms of Service Change Watcher
Get a plain-language alert when an app you use changes its terms or privacy policy
Beginner10h1–2
PlaywrightLLMCron
16/20Competitor Website Change Monitor
An agent checks competitor pages weekly and explains what changed.
Intermediate14h1–2 people16/20 fit
Build Competitor Website Change Monitor for startup founders and marketers in ~14h with 1–2 people. Stack: Playwright + LLM + Cron + SQLite.
Why it wins: Useful for every startup and easy to show.
Build flow
01 · Problem
Founders miss competitor pricing and feature changes until customers mention them.
02 · Solution
A scheduled agent snapshots pages, diffs the text, and has an LLM summarise meaningful changes such as price or plan updates.
03 · Build
- 1Snapshot pages with Playwright
- 2Diff cleaned text
- 3Summarise with the LLM
- 4Email a weekly digest
04 · Demo
Show a pricing page diff with the agent's one-line summary.
MVP checklist
- Page snapshots
- Meaningful diff summary
- Weekly digest
- Change history
Tech stack
| Tech | Role | |
|---|---|---|
| Playwright | Browser automation | Tool |
| LLM | Language model | AI |
| Cron | Scheduled jobs | Backend |
| SQLite | Embedded database | Data |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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