hey have u guys seen the AWS agent regression testing thing they just dropped

hey have u guys seen the AWS agent regression testing thing they just dropped

basically AWS published a reference impl for running AI agent evaluations inside GitHub Actions. so every PR that touches your agent code or prompts triggers a test run. it deploys the agent to a dev env, hits it with test prompts, evaluates the traces, and blocks the PR if scores drop below threshold.

sounds wild because testing agents is honestly the hardest part right now. you change one line in a system prompt and suddenly the agent picks the wrong tool or hallucinates more.

the whole thing uses Bedrock AgentCore Evaluations. checks stuff like goal success rate, tool selection accuracy, parameter accuracy.

honestly tempted to wire this up for TheDevs. we already use GitHub Actions for everything. adding agent regression tests would've saved me from at least 3 prod incidents this year lol

anyone tried it yet or still manually testing your agents after every change like a caveperson

harshkadyan #thedevs #brutalharsh