When checking if two variables are the 'same thing' in Python, we distinguish between ==, which checks if the values are the same, and is, which checks if the memory addresses (the actual objects) are ...

scripts/ ├── scraper.py # Multi-ATS scraper with parallel fetching ├── merge_data.py # Deduplicates and prunes stale jobs (>30 days) ├── geolocation.py # Location lookup/enrichment for the heatmap └── ...

In the previous installment (Part 3), I wrote about switching to HTML scraping after the official API suddenly died. The automation of posting was complete. However, I realized that just writing and ...

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