vibehacker
News
MLC Blog ·

MLC ships TIRx Harness: open compiler harness for agentic GPU kernels

MLC’s TIRx Harness pairs a thin PTX-level compiler with a kernel zoo, sync/race diagnostics, and a remote benchmark server so coding agents can iterate on GPU kernels without measurement noise. On Blackwell, agents hit family geo-mean speedups from 1.33× to 6.84× vs baselines (KDA forward 2.94× over FlashKDA; backward 6.84× over FLA).

More news

View all

Darktrace MCP Server now generally available

Announced Nov 13, the server lets AI assistants query security alerts, pull Cyber AI Analyst findings, and run triage actions across licensed Darktrace products. A read only mode hides tools that change data…

Darktrace

Spotted something we missed? Start a thread.