Danielle Osei-Bonsu

Building resilience into autonomous agents through layered error handling and retry strategies.

Rendering JavaScript is now essential for agent pipelines to extract data and avoid hallucinations.

Residential proxies are essential infrastructure for AI scrapers to bypass bot detection.

Hardware rendering differences reveal headless browsers despite software-layer evasion attempts.

Standard rate limiters treat agent bursts like attacks, causing cascading failures.

Headless browsers consume far more memory than most teams budget for at scale.

Platforms layer five detection systems to catch bots that defeat individual security checks.