A comprehensive guide to anti-bot detection systems in 2026 — how Cloudflare, Akamai, DataDome, and Imperva work, and how modern scraping APIs handle them for AI developers.
Cloudflare blocks a lot of scrapers — but for AI agents extracting web knowledge, the situation is more nuanced. This guide explains what Cloudflare blocks, what it doesn't, and how scraping APIs handle it.
A vector database stores embeddings. A knowledge API handles extraction, chunking, embedding, indexing, and search — the whole pipeline. Here's when each makes sense.
Not all web data is equal for LLMs. This guide explains what makes web content truly LLM-ready — and how to extract it efficiently for RAG, fine-tuning, and agents.
Proxy rotation was essential for scrapers five years ago. In 2026, with managed scraping APIs handling IP rotation internally, do AI developers still need to manage their own proxies?
Rotating proxies are essential for traditional scrapers — but AI agents have different needs. This guide explains when you need proxy rotation and when a scraping API handles it for you.