Building with AI
The Real Bottleneck in AI-Driven Engineering
Every engineering team is trying to transform with AI, but most are hitting a wall. Adding LLMs and code agents without changing process just creates more noise, review gridlocks, and scattered workflows.
Legacy processes weren't built for agentic speeds. That's why we built Adaptl.
Adaptl isn't another LLM or process manager—it helps you orchestrate your existing code agents through Feedback-Driven Development:
- Central Agent Control: One dedicated workspace to manage scattered agents and maintain full code change lineage.
- Modern Feedback Loops: Moving beyond slow unit tests to synthetic user data, QA demo insights, and instant preview testing.
- Unified Previews: Test, validate, and iterate product ideas and open specs in a dedicated single-place preview environment.
- Role Alignment: Eliminating friction as engineering, product, and QA roles naturally overlap in the AI era.
Stop letting legacy workflows throttle your AI strategy.
Try your next change as your customers will
Adaptl previews every change your coding agent makes with realistic, made-up customers, so you can pin what's wrong before it merges.