AI Engineer YouTube · June 7, 2026

From MCP to Scale: Pipelines That Build Themselves — Rafael Levi, Bright Data

From MCP to Scale: Pipelines That Build Themselves — Rafael Levi, Bright Data video thumbnail
Why it matters

Scraping is not the hard part anymore. Maintaining scrapers is. This session shows what it looks like when an agent uses MCP to inspect a site, understand its structure, generate a production scraper, and keep that pipeline working when the site changes. Using Bright Data's MCP, APIs, and browser infrastructure, the fl

My takeaway: Scraping is not the hard part anymore. Maintaining scrapers is. This session shows what it looks like when an agent uses MCP to inspect a site, understand its structure, generate a production scraper, and keep that pipeline working when the site changes. Using Bright Data's MCP, APIs, and browser infrastructure, the fl