Auto-Optimizing Inference with GPU Profiling and Telemetry

auto-flags sets inference-engine startup flags for you, chosen by Graphsignal's optimization agent from your workload's GPU profiling and telemetry - the config that fits your traffic, not a generic default.

CUDA Profiler for Production Inference

Why dev-time CUDA profilers don't fit production inference, and what a profiler built for it looks like: low-overhead kernel attribution, host sync waits, and integrated telemetry.

autodebug: Telemetry-Driven Inference Optimization Loop

An autonomous agent that deploys inference services, collects telemetry, and continuously redeploys with better configurations - indefinitely.