Rescale built an AI triage agent that classifies failed end-to-end tests and routes them
5 days to staging
Failure triage moved from manual engineer work to an agent; production live within weeks of kickoff
Rescale, a digital engineering platform, used the AI-Driven Development Lifecycle framework on AWS with Strands Agents to build an agent that classifies nightly end-to-end test failures and routes them to the owning team. The team went from problem definition to staging in five days and reached production within weeks.
The tools behind this win
- Strands AgentsAgent framework used to build the triage agent
- AI-DLCOpen source development methodology guiding the build
- AWSCloud platform hosting the framework and deployment