Ayana Okoro

Catch cross-system failures that unit and integration tests miss.

Choosing the right headless browser platform is infrastructure, not a preference.

Hosted pools keep sessions alive across steps; serverless tears them down after each task.

Most teams need multiple tools to catch different bugs at different testing layers.

AI agents that plan, execute, and self-heal tests without human direction.

Fast, minimal checks that catch deployment failures before they reach users.

New stateless protocols enable MCP servers to run on standard serverless functions.

Pyppeteer excels at Chrome automation but stumbles on maintenance and deployment.

Structured APIs replace visual inference for faster, cheaper agent browser interaction.

MCP standardizes agent-to-tool communication, eliminating custom connectors for each integration.