# radeon-gpu-detective

Published articles for radeon-gpu-detective.

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## Post-mortem GPU crash debugging with LLMs

DevFeed: [Post-mortem GPU crash debugging with LLMs](<https://devfeed.tech/articles/post-mortem-gpu-crash-debugging-with-llms-15044.md>)

Original publisher: [Read original article](<https://gpuopen.com/learn/post-mortem-gpu-crash-debugging-with-llms/>)

Author: Amit Ben-Moshe; Amit Mulay

Published: 2026-07-14T12:00:00Z

Content type: article

Language: en

Sources: [AMD GPUOpen](<https://devfeed.tech/sources/amd-gpuopen.md>)

Topics: [GPU](<https://devfeed.tech/topics/gpu.md>), [debugging](<https://devfeed.tech/topics/debugging.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Code](<https://devfeed.tech/topics/code.md>), [Post Mortem](<https://devfeed.tech/topics/post-mortem.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [debugging](<https://devfeed.tech/tags/debugging.md>), [getting-started](<https://devfeed.tech/tags/getting-started.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [gpu-open-tools](<https://devfeed.tech/tags/gpu-open-tools.md>), [gpuopen-third-party](<https://devfeed.tech/tags/gpuopen-third-party.md>), [gpuopen-tools](<https://devfeed.tech/tags/gpuopen-tools.md>), [graphics-apis](<https://devfeed.tech/tags/graphics-apis.md>), [llms](<https://devfeed.tech/tags/llms.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [memory](<https://devfeed.tech/tags/memory.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [ml](<https://devfeed.tech/tags/ml.md>), [news](<https://devfeed.tech/tags/news.md>), [product-release](<https://devfeed.tech/tags/product-release.md>), [quick-start](<https://devfeed.tech/tags/quick-start.md>), [radeon-developer-tool-suite](<https://devfeed.tech/tags/radeon-developer-tool-suite.md>), [radeon-gpu-detective](<https://devfeed.tech/tags/radeon-gpu-detective.md>), [rdts](<https://devfeed.tech/tags/rdts.md>), [rgd](<https://devfeed.tech/tags/rgd.md>), [root-cause-analysis](<https://devfeed.tech/tags/root-cause-analysis.md>), [technical-article](<https://devfeed.tech/tags/technical-article.md>), [technical-articles](<https://devfeed.tech/tags/technical-articles.md>), [third-party](<https://devfeed.tech/tags/third-party.md>), [tools](<https://devfeed.tech/tags/tools.md>), [user-guides-manuals](<https://devfeed.tech/tags/user-guides-manuals.md>)

### AI overview

This article introduces the open-source AMD Radeon GPU Detective MCP Server, which gives LLMs structured access to GPU crash dumps and application source code for post-mortem debugging. It describes a workflow in which an LLM investigates crash evidence and suggests source-code fixes through a single natural-language prompt.

### Source excerpt

The new AMD RGD MCP Server connects LLM agents to AMD's GPU crash analysis pipeline, turning a single prompt into root-cause analysis and source-code fix suggestions.

## New AMD Radeon Developer Tool Suite update brings shader source code, Extended PIX Markers, and command-line capture

DevFeed: [New AMD Radeon Developer Tool Suite update brings shader source code, Extended PIX Markers, and command-line capture](<https://devfeed.tech/articles/new-amd-radeon-developer-tool-suite-update-brings-shader-source-code-extended-pix-markers-and-command-line-capture-15046.md>)

Original publisher: [Read original article](<https://gpuopen.com/learn/radeon-developer-tool-suite-shader-source-code/>)

Author: Chris Hesik

Published: 2026-06-11T16:26:00Z

Content type: release

Language: en

Sources: [AMD GPUOpen](<https://devfeed.tech/sources/amd-gpuopen.md>)

Topics: [GPU](<https://devfeed.tech/topics/gpu.md>), [shaders](<https://devfeed.tech/topics/shaders.md>), [Ray Tracing](<https://devfeed.tech/topics/ray-tracing.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Software](<https://devfeed.tech/topics/software.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>)

Tags: [agility-sdk](<https://devfeed.tech/tags/agility-sdk.md>), [amd](<https://devfeed.tech/tags/amd.md>), [announcement](<https://devfeed.tech/tags/announcement.md>), [command-line](<https://devfeed.tech/tags/command-line.md>), [developer](<https://devfeed.tech/tags/developer.md>), [directx](<https://devfeed.tech/tags/directx.md>), [driver](<https://devfeed.tech/tags/driver.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [gpu-open-tools](<https://devfeed.tech/tags/gpu-open-tools.md>), [gpuopen-other-amd](<https://devfeed.tech/tags/gpuopen-other-amd.md>), [gpuopen-tools](<https://devfeed.tech/tags/gpuopen-tools.md>), [graphics-apis](<https://devfeed.tech/tags/graphics-apis.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [memory](<https://devfeed.tech/tags/memory.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [microsoft-agility-sdk](<https://devfeed.tech/tags/microsoft-agility-sdk.md>), [microsoft-directx](<https://devfeed.tech/tags/microsoft-directx.md>), [news](<https://devfeed.tech/tags/news.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [other-amd](<https://devfeed.tech/tags/other-amd.md>), [performance](<https://devfeed.tech/tags/performance.md>), [product-blogs](<https://devfeed.tech/tags/product-blogs.md>), [product-release](<https://devfeed.tech/tags/product-release.md>), [profiling](<https://devfeed.tech/tags/profiling.md>), [radeon-developer-panel](<https://devfeed.tech/tags/radeon-developer-panel.md>), [radeon-developer-tool-suite](<https://devfeed.tech/tags/radeon-developer-tool-suite.md>), [radeon-gpu-analyzer](<https://devfeed.tech/tags/radeon-gpu-analyzer.md>), [radeon-gpu-detective](<https://devfeed.tech/tags/radeon-gpu-detective.md>), [radeon-gpu-profiler](<https://devfeed.tech/tags/radeon-gpu-profiler.md>), [radeon-memory-visualizer](<https://devfeed.tech/tags/radeon-memory-visualizer.md>), [radeon-raytracing-analyzer](<https://devfeed.tech/tags/radeon-raytracing-analyzer.md>), [ray-tracing](<https://devfeed.tech/tags/ray-tracing.md>), [raytracing](<https://devfeed.tech/tags/raytracing.md>), [rdp](<https://devfeed.tech/tags/rdp.md>), [rdts](<https://devfeed.tech/tags/rdts.md>), [release](<https://devfeed.tech/tags/release.md>), [rga](<https://devfeed.tech/tags/rga.md>), [rgd](<https://devfeed.tech/tags/rgd.md>), [rgp](<https://devfeed.tech/tags/rgp.md>), [rmv](<https://devfeed.tech/tags/rmv.md>), [rra](<https://devfeed.tech/tags/rra.md>), [shaders](<https://devfeed.tech/tags/shaders.md>), [source](<https://devfeed.tech/tags/source.md>), [technical-articles](<https://devfeed.tech/tags/technical-articles.md>), [tool](<https://devfeed.tech/tags/tool.md>), [tools](<https://devfeed.tech/tags/tools.md>)

### AI overview

AMD's Radeon Developer Tool Suite update adds shader source code viewing, instruction-level divergence metrics, and Extended PIX Marker support in RGP 2.7. It also expands hardware compatibility and updates other tools in the suite.

### Source excerpt

The new AMD Radeon Developer Tool Suite release delivers RGP 2.7 with shader source code viewing, instruction-level divergence metrics, and Extended PIX Marker support, expanded hardware compatibility, and updates across RGD, RRA, RMV, RGA, and RDP.