AI coding agents are evolving rapidly from simple autocomplete to autonomous system operators.

With protocols like Model Context Protocol (MCP), agents can now:
1. Inspect errors and run tests in your local terminal.
2. Query staging databases.Most SaaS founders rely heavily on email onboarding sequences with less than 20% open rates.

Contextual in-app experience slots convert 3.4x higher because they appear at the exact moment of intent.

Why do product announcements still require a frontend deployment?

You ship a new feature.