Firecrawl Alternative: Web Crawling for RAG Without the $50/Month Tax
Firecrawl is popular but expensive at scale. Here is a direct comparison of every web crawling option for RAG pipelines
Greenhouse vs Lever vs Ashby: Which ATS Has the Best Public Job API?
Greenhouse, Lever, and Ashby all expose public job board APIs with no authentication. A field-by-field comparison of what each returns, their limits, and how to pull all three into one dataset.
Naukri API 2025: How to Programmatically Access India's Largest Job Board
Naukri has no public API. This guide covers the session-warming approach that bypasses Akamai bot detection
Google Trends API Python 2025: Why pytrends Keeps Breaking (and What to Use Instead)
pytrends has been unreliable for years. We explain why Google Trends blocks HTTP clients, and show you three approaches that actually work in 2025.
Reddit API Alternatives After the 2023 Price Hike: What Actually Works
Reddit killed free API access in 2023. We tested every alternative still available in 2025 — here is what is production-ready and what is dead.
How to Scrape Reddit Without an API Key in 2026
The old reddit.com .json endpoints now return 403 and commercial API access is enterprise-only. Every method that still works in 2026 — with code you can use today.