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ENGINEERING2026-03-15

Lab MLOps Testbed: Automated GPU Telemetry & VRAM Tracking Deployed

Systems & Infrastructure Council integrated Prometheus scrapers and GitHub Actions runners to automatically record VRAM limits on every test run.

The Systems Council has finalized deployment of self-hosted GitHub Actions runners connected to Prometheus exporters. Every pull request touching PyTorch code now automatically reports peak allocated VRAM, CUDA kernel time, and deterministic seed verification in PR comments.