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cuda-python

https://github.com/NVIDIA/cuda-python.git · scanned 2026-05-17 02:50 UTC (13 hours, 31 minutes ago) · 10 languages

289 findings (6 legacy + 283 scanner) 88th percentile · Python · medium (20-100K LoC) Scanner says 93 (lower by 12)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 13 hours, 31 minutes ago · v2 · 147 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
82.7
/100
Repobility
73
6 legacy
9-layer
93
88.9% cov · 141 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 9 Medium 15 Low 95 Source: Legacy 6 9-layer 141 Crowd 0 Layer: Security 3 Quality 80 Software 43 Api 1 Frontend 1 Cicd 19
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Scan summary Repository scanned at 92.6/100 with 88.9% coverage. It contains 3401 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 141 findings — concentrated in quality (76), software (42), cicd (19). Risk profile is high: 0 critical, 8 high, 14 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 142 of 147 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Legacy software ssrf conf 1.00 [SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches.
Validate the URL against an allowlist BEFORE fetching: ALLOWED = {'images.example.com', 'cdn.example.com'} host = urlparse(url).hostname if host not in ALLOWED: abort(400) Or use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request h…
ci/tools/fetch_ctk_redistrib.py:72 ssrflegacy
high 9-layer cicd supply-chain conf 1.00 GitHub Action tracks a moving branch
nv-gha-runners/setup-proxy-cache@main can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/coverage.yml:83 supply-chaingithub-actionspinned-dependencies
high 9-layer cicd supply-chain conf 1.00 GitHub Action tracks a moving branch
nv-gha-runners/setup-proxy-cache@main can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/coverage.yml:275 supply-chaingithub-actionspinned-dependencies
high 9-layer cicd supply-chain conf 1.00 GitHub Action tracks a moving branch
nv-gha-runners/get-pr-info@main can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:118 supply-chaingithub-actionspinned-dependencies
high 9-layer cicd supply-chain conf 1.00 GitHub Action tracks a moving branch
nv-gha-runners/setup-proxy-cache@main can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/build-wheel.yml:67 supply-chaingithub-actionspinned-dependencies
medium Legacy security path_traversal conf 1.00 [SEC012] ZipSlip — Archive Path Traversal: Archive extraction without path validation allows writing files outside the target directory.
Validate extracted paths with os.path.realpath() and ensure they stay within the target directory.
cuda_core/build_hooks.py:258 path_traversallegacy
medium 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
ilammy/msvc-dev-cmd@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/coverage.yml:209 supply-chaingithub-actionspinned-dependencies
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release-upload.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/coverage.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/restricted-paths-guard.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/ci.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release-cuda-pathfinder.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/cleanup-pr-previews.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/backport.yml supply-chaingithub-actionsleast-privilege
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — benchmarks/cuda_bindings/runner/cpp.py:164
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — ci/tools/fetch_ctk_redistrib.py:72
`urllib.request.urlopen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — ci/tools/merge_cuda_core_wheels.py:39
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — toolshed/check_spdx.py:67
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
medium 9-layer security coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
coverageauth
low Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
cuda_core/build_hooks.py:17 qualitylegacy
low Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
toolshed/_catalog_writer.py:82 qualitylegacy
low Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
cuda_pathfinder/cuda/pathfinder/_static_libs/find_static_lib.py:52 qualitylegacy
low Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
cuda_core/cuda/core/_utils/runtime_cuda_error_explanations_frozen.py:249 qualitylegacy
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: benchmarks/cuda_bindings/run_cpp.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: benchmarks/cuda_bindings/run_pyperf.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: benchmarks/cuda_core/run_pyperf.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_core/cuda/core/_utils/driver_cu_result_explanations_frozen.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_core/cuda/core/_utils/pycompat.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_core/cuda/core/_utils/runtime_cuda_error_explanations_frozen.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_core/cuda/core/system/exceptions.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_pathfinder/cuda/pathfinder/_binaries/supported_nvidia_binaries.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_pathfinder/cuda/pathfinder/_dynamic_libs/lib_descriptor.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_pathfinder/cuda/pathfinder/_headers/supported_nvidia_headers.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_pathfinder/docs/source/conf.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_python/docs/source/conf.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: cuda_python/setup.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/[email protected] can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/cleanup-pr-previews.yml:31 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/github-script@v9 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/build-wheel.yml:57 supply-chaingithub-actionspinned-dependencies
low 9-layer quality integrity conf 1.00 Legacy-named symbol `_remap_old` in cuda_core/cuda/core/_memory/_virtual_memory_resource.py:390
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `attr_value_list_v2` in cuda_bindings/tests/test_cuda.py:359
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `cudaStreamLegacy` in cuda_core/cuda/core/_utils/driver_cu_result_explanations_frozen.py:316
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `cudaStreamLegacy` in cuda_core/cuda/core/_utils/runtime_cuda_error_explanations_frozen.py:502
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `cuDeviceGetUuid_v2` in cuda_core/tests/test_device.py:117
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `device_get_attributes_v2` in cuda_bindings/tests/nvml/test_pynvml.py:50
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `device_get_count_v2` in cuda_bindings/examples/4_CUDA_Libraries/nvidia_smi.py:114
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `device_get_count_v2` in cuda_bindings/tests/nvml/test_cuda.py:18
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `device_get_count_v2` in cuda_bindings/tests/nvml/test_gpu.py:15
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `device_get_count_v2` in cuda_bindings/tests/nvml/test_init.py:13
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `fake_old` in cuda_core/tests/test_program_cache.py:530
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `global_to_shmem_async_copy` in cuda_bindings/examples/3_CUDA_Features/global_to_shmem_async_copy.py:60
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `hash_legacy` in cuda_core/tests/test_stream.py:281
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `init_v2` in cuda_bindings/cuda/bindings/_test_helpers/arch_check.py:21
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `init_v2` in cuda_bindings/cuda/bindings/_test_helpers/mempool.py:24
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `init_v2` in cuda_bindings/tests/nvml/conftest.py:17
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `init_v2` in cuda_bindings/tests/nvml/test_device.py:17
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `simple_zero_copy` in cuda_bindings/examples/0_Introduction/simple_zero_copy.py:33
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `stream_legacy` in cuda_bindings/tests/test_cudart.py:254
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_cache_hit_emits_ptx_loadability_warning_when_driver_too_old` in cuda_core/tests/test_program_compile_cache.py:147
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_no_memory_node_id_in_v1` in cuda_core/tests/test_green_context.py:143
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `tma_copy` in cuda_core/examples/tma_tensor_map.py:72
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/cuda_bindings/compare.py:load_benchmarks, benchmarks/cuda_core/compare.py:load_benchmarks This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they'r…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/cuda_bindings/compare.py:stats, benchmarks/cuda_core/compare.py:stats This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/cuda_bindings/compare.py:fmt_rsd, benchmarks/cuda_core/compare.py:fmt_rsd This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/cuda_bindings/runner/cpp.py:strip_output_args, benchmarks/cuda_bindings/runner/main.py:strip_pyperf_output_args This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: benchmarks/cuda_bindings/benchmarks/bench_nvrtc.py:bench_nvrtc_create_program, benchmarks/cuda_bindings/benchmarks/bench_nvrtc.py:bench_nvrtc_create_program_100_headers This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — se…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_static_libs/find_bitcode_lib.py:try_site_packages, cuda_pathfinder/cuda/pathfinder/_static_libs/find_static_lib.py:try_site_packages This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see h…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_static_libs/find_bitcode_lib.py:try_with_conda_prefix, cuda_pathfinder/cuda/pathfinder/_static_libs/find_static_lib.py:try_with_conda_prefix This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_static_libs/find_bitcode_lib.py:try_with_cuda_home, cuda_pathfinder/cuda/pathfinder/_static_libs/find_static_lib.py:try_with_cuda_home This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_headers/find_nvidia_headers.py:locate_nvidia_header_directory, cuda_pathfinder/cuda/pathfinder/_headers/find_nvidia_headers.py:find_nvidia_header_directory This is *the* AI-coder failure mode (4× more duplication in v…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_utils/find_sub_dirs.py:find_sub_dirs_no_cache, cuda_pathfinder/cuda/pathfinder/_utils/find_sub_dirs.py:find_sub_dirs This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_core/cuda/core/checkpoint.py:restore_thread_id, cuda_core/cuda/core/checkpoint.py:restore This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're sepa…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_core/cuda/core/_memory/_legacy.py:allocate, cuda_core/cuda/core/_memory/_legacy.py:allocate This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're se…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_core/cuda/core/_memory/_legacy.py:deallocate, cuda_core/cuda/core/_memory/_legacy.py:deallocate This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they'r…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cuda_core/cuda/core/_memory/_legacy.py:is_device_accessible, cuda_core/cuda/core/_memory/_legacy.py:is_device_accessible This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:lib_searched_for, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:lib_searched_for, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:lib_searched_for Th…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:site_packages_rel_dirs, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:site_packages_rel_dirs, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:site_pac…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:conda_anchor_point, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:conda_anchor_point, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:conda_anchor_poi…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:anchor_rel_dirs, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:anchor_rel_dirs, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:anchor_rel_dirs This …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:find_in_site_packages, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:find_in_site_packages, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:find_in_si…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:find_in_lib_dir, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:find_in_lib_dir, cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:find_in_lib_dir This …
integrityduplicatedry
low 9-layer software dead-code conf 1.00 Possibly dead Python function: autodoc_process_docstring
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cuda_bindings/docs/source/conf.py:143 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_ctx_get_current
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_ctx_device.py:22 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_ctx_get_device
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_ctx_device.py:41 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_ctx_set_current
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_ctx_device.py:31 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_device_get
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_ctx_device.py:50 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_device_get_attribute
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_ctx_device.py:59 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_device_primary_ctx_retain
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_ctx_device.py:70 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_func_get_attribute
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_module.py:49 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_16_args
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:257 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_2048b
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:395 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_256_args
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:284 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_512_args
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:298 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_512_args_pre_packed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:312 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_512_bools
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:325 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_512_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:367 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_512_doubles
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:353 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_512_ints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:339 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_512_longlongs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:381 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_launch_small_kernel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_launch.py:243 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_module_get_function
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_module.py:39 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_module_load_unload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_module.py:27 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_nvrtc_create_program
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_nvrtc.py:32 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_nvrtc_create_program_100_headers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_nvrtc.py:48 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_pointer_get_attribute
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_pointer_attributes.py:24 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_pointer_get_attributes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_pointer_attributes.py:36 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_stream_create_destroy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_stream.py:16 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_stream_query
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_stream.py:28 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bench_stream_synchronize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
benchmarks/cuda_bindings/benchmarks/bench_stream.py:38 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: rewrite_source
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cuda_bindings/docs/source/conf.py:148 dead-code
low 9-layer quality complexity conf 1.00 Very large file: cuda_bindings/tests/test_cudart.py (1896 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: cuda_bindings/tests/test_cufile.py (1981 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: cuda_core/tests/test_memory.py (1787 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: cuda_core/tests/test_program_cache.py (2346 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
info 9-layer quality integrity conf 1.00 Commented-code block (11 lines) in cuda_core/cuda/core/utils/_program_cache/_file_stream.py:405
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_bindings/build_hooks.py:4
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_bindings/tests/nvml/test_init.py:22
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_bindings/tests/test_cuda.py:241
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/examples/gl_interop_plasma.py:30
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/examples/jit_lto_fractal.py:7
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/memory_ipc/test_event_ipc.py:28
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/system/test_system_device.py:35
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_checkpoint.py:10
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_object_protocols.py:655
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_program_cache_multiprocess.py:184
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in cuda_core/tests/test_tensor_map.py:556
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_bindings/examples/0_Introduction/vector_add_mmap.py:182
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_core/tests/graph/test_graph_definition_integration.py:163
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_core/tests/test_memory.py:1045
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_pathfinder/cuda/pathfinder/_dynamic_libs/dynamic_lib_subprocess.py:23
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_pathfinder/cuda/pathfinder/_dynamic_libs/search_platform.py:46
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (6 lines) in cuda_pathfinder/cuda/pathfinder/_utils/find_sub_dirs.py:57
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in benchmarks/cuda_core/benchmarks/bench_launch.py:99
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in cuda_core/cuda/core/__init__.py:35
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in cuda_core/cuda/core/utils/_program_cache/_keys.py:19
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (7 lines) in cuda_pathfinder/tests/test_search_steps.py:151
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_bindings/tests/nvml/test_pynvml.py:178
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_core/tests/test_enum_coverage.py:31
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_core/tests/test_launcher.py:266
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (8 lines) in cuda_core/tests/test_program.py:210
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer api coverage conf 1.00 No API endpoints detected
The scanner did not find FastAPI/Flask/Express/NestJS/GraphQL/gRPC routes. If this repo exposes APIs, the framework may be unsupported.
coverage
info 9-layer frontend coverage conf 1.00 No frontend routes/components detected
No React/Vue/Next routes were found. This is fine for backend-only repos.
coverage
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
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