Vibe Coding is Fast. Your Testing Should Be Too.
We’ve entered the vibe coding era — a time when AI-assisted developers can transform an idea into a working prototype in hours, not weeks. Product teams are moving faster than ever, with rapid prototyping, instant deployment, and continuous delivery becoming the new normal.
Why Traditional Testing Holds Teams Back
Recruiting participants can take days or weeks.
Scheduling sessions across time zones adds delays.
Moderators are limited by their own bandwidth.
Transcribing and analyzing recordings can stretch into weeks.
This lag creates a dangerous gap: while engineering races ahead with prototypes and new releases, research struggles to keep up. The result? Product decisions made without the clarity of real user insights.
UX Research at Code Speed
Just as AI is revolutionizing development, it’s transforming UX research. At Glimma AI, we’ve built an AI-moderated testing platform that removes the friction from traditional research:
🤖 AI-Moderated Interviews — Adaptive questioning, clarifications, and follow-ups without needing a human moderator.
🌍 Run 24/7, Globally — Sessions happen around the clock, across languages and time zones.
📊 Instant Analysis — Automated summaries, sentiment detection, and usability insights generated in minutes instead of weeks.
In other words, your research moves at the same speed as your code.Benefits for Agencies: Scale Without Sacrificing Depth. AI moderation dramatically increases the number of participants you can engage, enabling more diverse feedback in less time. Since AI doesn’t get tired or require scheduling, you can conduct multiple studies simultaneously.
Why Speed = Better Decisions
Fast research isn’t just about convenience. It fundamentally changes how teams work:
Shorter Feedback Loops — Every sprint ends with actionable user insights.
Continuous Validation — Ideas can be tested before they’re fully built.
Confidence at Pace — Product managers don’t have to choose between moving fast and staying informed.
Global Perspective — Testing at scale means diverse feedback without logistical headaches.
When insights flow as quickly as prototypes, iteration becomes smarter, not just faster.
The Vibe Coding Mindset for Research
The vibe coding era isn’t just about speed — it’s about flow. Developers are in constant motion, shaping and reshaping products in near real-time.
Research needs to match that rhythm. Waiting weeks for usability data is like coding without a debugger — risky, inefficient, and frustrating.
With AI-powered tools like Glimma AI, research becomes part of the creative momentum: immediate, adaptive, and always-on.
Speed Isn’t Optional Anymore
In the age of vibe coding, speed isn’t a nice-to-have — it’s the only way to keep up.
If your testing cycles still drag on, you’re slowing down innovation. With AI-moderated testing, every decision can be backed by real user insight, at the pace your product demands.
Because the future of product development isn’t just about shipping fast — it’s about learning fast.
