Thanksgiving Update from Hamming AI

It is a quick thank-you note to the customers, partners, and builders helping us shape Hamming as we work toward one goal: making voice AI more reliable through better testing and monitoring.

Shortening the reliability feedback loop for voice teams: turning real production failures into regression tests, expanding coverage for real-world conditions (noise, interruptions, edge-case flows), and improving monitoring so issues are caught before customers notice.

If you’re seeing flaky behavior in production or want to set up a reliability program, reach out to us at sales@hamming.ai. We can help you identify critical flows, set up monitoring, and build a regression suite from real failures.

Pick your top three production flows and set up automated end-to-end tests for them with variations (noise, interruptions, accents). Then add an alert on outcome drift (fallback or transfer spikes) so you catch regressions immediately after the next prompt or vendor update.