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@@ -34,3 +34,53 @@ You can check out [the Next.js GitHub repository](https://github.com/vercel/next
 The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
 
 Check out our [Next.js deployment documentation](https://nextjs.org/docs/deployment) for more details.
+
+## Autopilot Growth Plan (Frontend Interview Content + SEO Blogs)
+
+### Quick audit (current state)
+
+- The project already has an automated ingestion pipeline at:
+  - `GET /api/pipeline?token=CRON_SECRET` (collects content from Medium, Dev.to, Telegram, Hashnode)
+  - `GET /api/pipeline/process?key=CRON_SECRET` (AI formatting, slug/summary/company normalization)
+- Interview pages and review flow already exist (`/interview-experience`, `/admin`, and DB-backed moderation/status fields).
+- The missing piece for "autopilot mode" is scheduling and a daily operating cadence.
+
+### Goal
+
+- Publish **10-15 high-quality frontend interview experiences per day** from reputable companies.
+- Add supporting frontend engineering blog content to increase SEO and top-of-funnel traffic.
+
+### Execution plan
+
+1. **Enable secure automation**
+   - Set environment variables:
+     - `CRON_SECRET`
+     - `NEXT_PUBLIC_SUPABASE_URL`
+     - `NEXT_PUBLIC_SUPABASE_ANON_KEY`
+     - `SUPABASE_SERVICE_ROLE_KEY`
+     - `GEMINI_API_KEY`
+2. **Schedule daily jobs**
+   - Run ingestion daily (example: 02:00 UTC):
+     - `/api/pipeline?token=<CRON_SECRET>`
+   - Run processing daily after ingestion (example: 03:00 UTC):
+     - `/api/pipeline/process?key=<CRON_SECRET>`
+3. **Tune for daily 10-15 quality posts**
+   - Keep strict narrative filtering (already present in sources such as Medium).
+   - Adjust per-source fetch limits and tags if daily approved content is below target.
+   - Maintain auto-approval only for strongly relevant frontend interview narratives; send weaker matches to review.
+4. **Traffic-focused blog strategy**
+   - Publish 3-5 SEO blog posts/week focused on:
+     - Frontend interview prep trends
+     - Company-specific frontend interview breakdowns
+     - React/JavaScript/TypeScript interview round patterns
+   - Interlink each blog to relevant interview-experience pages and tags.
+5. **Monitoring and quality guardrails**
+   - Track daily metrics: fetched, approved, published, duplicate rate, and source mix.
+   - Weekly prune low-quality sources/tags and expand high-performing ones.
+
+### Suggested 30-day rollout
+
+- **Week 1:** configure secrets, scheduler, and baseline metrics.
+- **Week 2:** tune source filters/tags until stable 10-15/day output.
+- **Week 3:** begin SEO blog cadence and add internal links.
+- **Week 4:** review traffic + engagement, then iterate sources and topics.