# Amazon Q in Production: 72 Percent Time Saved

> Source: <https://dev.to/amrendra_n_mishra/amazon-q-in-production-72-percent-time-saved-4lfe>
> Published: 2026-08-21 02:21:09+00:00

Creating content manually for 9 channels would take 8+ hours daily. I have a full-time job as VP at JPMorgan. The math doesnt work.

```
Trending Topic CSV
       ↓
  AI Script (Ollama/Gemini)
       ↓
  Google Cloud TTS (Voice)
       ↓
  Pexels Images + MoviePy Video
       ↓
  YouTube API Upload
<plist version="1.0">
<dict>
  <key>Label</key>
  <string>com.gyaaninfive.youtube</string>
  <key>ProgramArguments</key>
  <array>
    <string>/usr/bin/python3</string>
    <string>/path/to/upload.py</string>
  </array>
  <key>StartCalendarInterval</key>
  <dict>
    <key>Hour</key><integer>18</integer>
    <key>Minute</key><integer>15</integer>
  </dict>
</dict>
</plist>
```

One plist per channel. Runs at the exact scheduled time.

Google Cloud TTS: Free (4M chars/month)

Pexels API: Free

YouTube API: Free

Ollama: Free (local)

**Total: ₹0/month**

*9 channels. Daily uploads. Zero manual work.*