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Agentic GPU Programming for MLSys

Part I, Elements of Agentic GPU Programming

Overview
Domain-specific Compiler Analysis
Knowledge Base for Agents
Benchmarking and Profiling
Agent Workflows

Part II, TIRx Harness Overview

Introduction to TIRx Harness
TIRx Compiler Foundation
KCoral Benchmark Server

Part III, Agentic GPU Programming in Action

Launching the Agent
Compiler Analysis Deep Dive
Benchmark Server Deep Dive
Review and Harness Improvement
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By TIRx Contributors

© Copyright 2026, TIRx Contributors.