Marcus Trelawney

Manifest V3's architecture limits agents that need continuous execution or dynamic network control.

Reducing redundant API calls in multi-step agent pipelines through layered caching strategies.

SOCKS5 operates lower in the network stack, avoiding proxy detection that HTTP proxies leave behind.

Firefox's CDP removal forces teams to migrate headless stacks to a new cross-browser standard.

Framework flexibility trades off reproducibility and auditability in production workflows.

AI agents need browser infrastructure built for scale, not testing.

Managed services beat self-hosting when anti-bot defenses matter more than control.