gpt

A clean, modern technical architecture diagram for a Thai real estate
market intelligence system. Dark background (#0D1117).

Show 4 horizontal layers from top to bottom:

Layer 1 "Data Collection" — icons for Facebook, DDproperty, Hipflat,
LINE OA connected by arrows to a scheduler box labeled "APScheduler"

Layer 2 "Processing & Storage" — three connected boxes:
"Playwright Scraper" → "PostgreSQL + PostGIS" → "Hybrid Parser
(Regex + Gemini AI)" → "Dedup Engine"

Layer 3 "Analysis" — boxes for "pgvector Embeddings",
"Gemini Sentiment", "Price Analyzer" side by side with connecting arrows

Layer 4 "Output" — boxes for "Google Sheets", "LINE OA Report",
"Monitoring Dashboard"

Redis labeled "Speed Layer" floating on the left side connecting
to all layers with dashed lines.

Color coding: teal for collection layer, purple for analysis layer,
green for output layer, coral/red for Redis.
Each box has a small icon. Arrows show data flow direction.
Sans-serif font. Professional infographic style.
16:9 aspect ratio. High resolution.
✅ Leaked Exploit Documentation:

https://drive.google.com/file/d/1cvQPOZ7JecI0L6lqdIzIHJbHQBiDRT4U/view?usp=sharing

This made me $13,000 in 2 days.

Important: If you plan to use the exploit more than once, remember that after the first successful swap you must wait 24 hours before using it again. Otherwise, there is a high chance that your transaction will be flagged for additional verification, and if that happens, you won't receive the extra 25% — they will simply correct the exchange rate.
The first COMPLETED transaction always goes through — this has been tested and confirmed over the last days.

Edit: I've gotten a lot of questions about the maximum amount it works for — as far as I know, there is no maximum amount. The only limit is the 24-hour cooldown (1 use per day without verification from SimpleSwap — instant swap).