Optimizely is tying AI discovery to on-site log data and Conductor intelligence. Notified is tuning press releases for AI citations. Measurement is shifting from prompt tests to governed, first-party telemetry.
The first generation of AI software engineering tools demonstrated that Large Language Models can generate production-quality code. The next generation will be measured by a fundamentally different capability: orchestrating the complete software engineering lifecycle.