Lovepreet Singh unveils future AGI stack

- Lovepreet Singh published a Future AGI open-source stack combining closed-loop evals for hallucination, tool use and safety with OpenTelemetry tracing and real-time guardrails. - Specifics: the stack is self-hostable and emphasizes closed-loop measurement so production failures feed back into systematic agent improvement. - The release offers a practical reference for teams looking to integrate tracing, closed-loop evals, and runtime guardrails into agent pipelines. (x.com)