WE BUILT AN AI AGENT TO INVESTIGATE PRODUCTION ISSUES

Summary from the TLDR Dev newsletter

Stream's incident agent gathers logs, metrics, database results, and code references, then has a fresh session challenge its conclusions before posting findings. Read-only tools, isolated credentials, restricted networking, and output filters enforce its limits outside the prompt. Engineers approve every fix, while 22 evaluation cases test real incidents and past mistakes.