Browse past weeks of engineering reads.
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.
Enterprises adopting Amazon Bedrock need centralized governance over AI model access, including authorization controls, usage quotas, and auditing, but lack a standardized gateway pattern to enforce these policies at scale.
Airbnb's multi-tenant key-value store (Mussel) used static rate limiting that couldn't adapt to varying traffic patterns and spikes, risking degraded performance and reliability for all tenants during surges.