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feat: LLM driven kernel agent for testing#10

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feat/kernel-agent
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feat: LLM driven kernel agent for testing#10
vgene wants to merge 1 commit intomainfrom
feat/kernel-agent

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@vgene vgene commented Feb 4, 2026

Issue #, if available:

Description of changes:

Add new nkipy.tools.kernel_agent tool providing:

  • CLI for discovering NumPy op support status on NKI hardware
  • Multi-stage kernel execution (numpy, compile, hardware)
  • LLM-based kernel generation via AWS Bedrock
  • Op testing framework with dtype and shape validation

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@vgene vgene force-pushed the feat/kernel-agent branch from 822467b to 588500e Compare February 14, 2026 08:04
@vgene vgene changed the title Feature: LLM driven kernel agent for testing feat: LLM driven kernel agent for testing Feb 24, 2026
Add new nkipy.tools.kernel_agent tool providing:
- CLI for discovering NumPy op support status on NKI hardware
- Multi-stage kernel execution (numpy, compile, hardware)
- LLM-based kernel generation via AWS Bedrock
- Op testing framework with dtype and shape validation
@vgene vgene force-pushed the feat/kernel-agent branch from 588500e to 0aff2b0 Compare February 25, 2026 12:13
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