Browse past weeks of engineering reads.
Uncontrolled spending on API calls to multiple AI providers due to lack of visibility and budget enforcement mechanisms.
Cloudflare Workflows needed to support higher concurrency and creation rate limits to enable durable background agents at scale.
Traditional bot-blocking approaches are insufficient for preventing account abuse (e.g., credential stuffing, fake account creation) because sophisticated attacks increasingly involve human-like behavior or actual humans, bypassing conventional bot detection.