AI Agent · AMD · Agentic AI · IEEE Spectrum AI
AMD began developing AI systems for code generation, testing automation, bug analysis, and code review in 2024
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Measuring productivity is inherently challenging, but from the outset IEEE Spectrum AI has consistently tracked one objective metric: the percentage of source code generated by AI.
Key facts
- The percentage of software issues fixed automatically by AI agents in AMD’s Radeon Software eXperience (RSX) has been growing steadily, reaching 75 percent in June 2026
- Together, these improvements significantly increased their resolution rate from 6 percent to more than 75 percent of RSX issues resolved by agentic loop
- In October 2025, they began using AI agents to automatically debug and fix reported RSX issues
- AMD began developing AI systems for code generation, testing automation, bug analysis, and code review in 2024
Summary
The next revolution in software engineering will redefine the workflow itself, according to AMD. The impact of AI on software development has been both profound and ever-evolving. But with each new release, the capabilities of Large Language Models (LLMs) improve dramatically—accelerating software development, increasing the quality of AI-generated code, and fundamentally reshaping how software is engineered. The team believe that the biggest AI revolution in software engineering is still ahead. AMD began developing AI systems for code generation, testing automation, bug analysis, and code review in 2024.