Janice Manningham
Strategic product leader at Stack Overflow focused on product and business strategy, leading initiatives around data licensing and access controls for community content.
Best podcasts with Janice Manningham
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Feb 19, 2026 • 20min
Why Stack Overflow and Cloudflare launched a pay-per-crawl model
Will Allen, Cloudflare VP who builds bot management and pay-per-crawl tooling. Josh Zhang, Stack Overflow SRE who runs bot traffic and DDoS defenses. Janice Manningham, Stack Overflow product leader on data licensing and access controls. They discuss why pay-per-crawl was needed, how crawlers and scraping evolved, technical 402 handling and tooling, and programmatic licensing vs enterprise deals.
