Colin Weldon

Headless browsers demand deliberate Kubernetes architecture, not just more replicas.

Browser rendering for specific requests keeps Scrapy crawls fast and cost-efficient.

Running Playwright on Cloud Run requires building the container the right way.

Co-location between agent and browser matters more than speed benchmarks suggest.

How five platforms eliminate the infrastructure headache of keeping browser instances warm.

Cloud platforms are taking the infrastructure pain out of browser automation for AI agents.

Edge-native infrastructure cuts latency for AI agents running long-lived, multi-session workflows.

Learn how to test whether users actually get into their apps, not just whether the code works.

AI agents need browsers built for their speed and scale, not human testing workflows.

Solving the binary size, system library, and timeout obstacles that block Puppeteer on Lambda.

Web agents need durable checkpoints and idempotent tools to recover from failures.