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tinygrad/tinygrad

https://github.com/tinygrad/tinygrad · scanned 2026-06-04 21:59 UTC (10 hours, 51 minutes ago) · 10 languages

1021 findings (255 legacy + 766 scanner) 11/13 scanners ran 53rd percentile · Python · large (100-500K LoC) Scanner says 61 (higher by 13)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 10 hours, 48 minutes ago · v2 · 639 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
69.5
/100
Repobility
78
255 legacy
9-layer
61
100.0% cov · 384 gaps
Critical
10
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 82.0 0.20 16.40
documentation_score 63.0 0.15 9.45
practices_score 75.0 0.15 11.25
code_quality 28.0 0.10 2.80
Overall 1.00 73.9
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 10 High 165 Medium 62 Low 333 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 255 9-layer 384 Crowd 0 Layer: Quality 422 Cicd 55 Software 110 Security 28 Frontend 7 Data 1 Network 4 Hardware 3 Api 9
Scan summary Repository scanned at 61.1/100 with 100.0% coverage. It contains 28163 nodes across 9 cross-layer flows, written primarily in mixed languages. Engine surfaced 384 findings — concentrated in quality (220), software (80), cicd (50). Risk profile is high: 0 critical, 7 high, 32 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 470 of 639 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Legacy quality quality conf 1.00 ✓ Repobility [MINED005] Lua Loadstring: loadstring/load executes Lua code. Code injection.
Review and fix per the pattern semantics. See CWE-95 / for context.
extra/thunder/amd/include/ops/warp/memory/vec/assembly/shared_to_register.cuh:25 qualitylegacy
critical Legacy quality quality conf 1.00 ✓ Repobility [MINED005] Lua Loadstring: loadstring/load executes Lua code. Code injection.
Review and fix per the pattern semantics. See CWE-95 / for context.
extra/thunder/amd/include/ops/group/memory/vec/global_to_shared.cuh:6 qualitylegacy
critical Legacy quality quality conf 1.00 ✓ Repobility [MINED005] Lua Loadstring: loadstring/load executes Lua code. Code injection.
Review and fix per the pattern semantics. See CWE-95 / for context.
extra/thunder/amd/include/ops/group/memory/tile/global_to_shared.cuh:6 qualitylegacy
critical Legacy quality quality conf 1.00 ✓ Repobility [MINED018] Unsafe Deserialization Pickle: pickle.loads / yaml.load (without Loader=SafeLoader) / unmarshal of network/file data — RCE.
Review and fix per the pattern semantics. See CWE-502 / A08:2021 for context.
tinygrad/runtime/ops_python.py:44 qualitylegacy
critical Legacy quality quality conf 1.00 ✓ Repobility [MINED030] Python Pickle Loads: pickle.loads() can execute arbitrary code via __reduce__.
Review and fix per the pattern semantics. See CWE-502 / for context.
extra/datasets/__init__.py:39 qualitylegacy
critical Legacy quality quality conf 1.00 ✓ Repobility [MINED030] Python Pickle Loads: pickle.loads() can execute arbitrary code via __reduce__.
Review and fix per the pattern semantics. See CWE-502 / for context.
examples/openpilot/load_pickle.py:10 qualitylegacy
critical Legacy quality quality conf 1.00 ✓ Repobility [MINED030] Python Pickle Loads: pickle.loads() can execute arbitrary code via __reduce__.
Review and fix per the pattern semantics. See CWE-502 / for context.
examples/openpilot/compile3.py:139 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `array` used but not imported: The file uses `array.something(...)` but never imports `array`. This raises NameError at runtime the first time the line executes.
Add `import array` at the top of the file.
extra/models/mask_rcnn.py:47 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `ast` used but not imported: The file uses `ast.something(...)` but never imports `ast`. This raises NameError at runtime the first time the line executes.
Add `import ast` at the top of the file.
tinygrad/engine/realize.py:20 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `ast` used but not imported: The file uses `ast.something(...)` but never imports `ast`. This raises NameError at runtime the first time the line executes.
Add `import ast` at the top of the file.
extra/hcq2/hcq2.py:277 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `queue` used but not imported: The file uses `queue.something(...)` but never imports `queue`. This raises NameError at runtime the first time the line executes.
Add `import queue` at the top of the file.
tinygrad/runtime/ops_amd.py:803 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `queue` used but not imported: The file uses `queue.something(...)` but never imports `queue`. This raises NameError at runtime the first time the line executes.
Add `import queue` at the top of the file.
extra/hcq2/graph/hcq.py:56 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `signal` used but not imported: The file uses `signal.something(...)` but never imports `signal`. This raises NameError at runtime the first time the line executes.
Add `import signal` at the top of the file.
tinygrad/runtime/ops_qcom.py:96 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `signal` used but not imported: The file uses `signal.something(...)` but never imports `signal`. This raises NameError at runtime the first time the line executes.
Add `import signal` at the top of the file.
tinygrad/runtime/ops_nv.py:98 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `signal` used but not imported: The file uses `signal.something(...)` but never imports `signal`. This raises NameError at runtime the first time the line executes.
Add `import signal` at the top of the file.
tinygrad/runtime/ops_cpu.py:64 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `signal` used but not imported: The file uses `signal.something(...)` but never imports `signal`. This raises NameError at runtime the first time the line executes.
Add `import signal` at the top of the file.
tinygrad/runtime/ops_amd.py:490 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `stat` used but not imported: The file uses `stat.something(...)` but never imports `stat`. This raises NameError at runtime the first time the line executes.
Add `import stat` at the top of the file.
extra/dsp/run_3.py:223 qualitylegacy
critical Legacy quality quality conf 1.00 [SEC081] Python: pickle.loads / marshal.loads on untrusted data: pickle.load(s) and marshal.load(s) execute arbitrary code on untrusted input. Ported from dlint DUO103 / DUO120 (BSD-3).
Use json, msgpack, or protobuf for untrusted data. If pickle is required, sign the payload with HMAC.
extra/datasets/__init__.py:39 qualitylegacy
critical Legacy quality quality conf 1.00 [SEC081] Python: pickle.loads / marshal.loads on untrusted data: pickle.load(s) and marshal.load(s) execute arbitrary code on untrusted input. Ported from dlint DUO103 / DUO120 (BSD-3).
Use json, msgpack, or protobuf for untrusted data. If pickle is required, sign the payload with HMAC.
examples/openpilot/load_pickle.py:10 qualitylegacy
critical Legacy quality quality conf 1.00 [SEC081] Python: pickle.loads / marshal.loads on untrusted data: pickle.load(s) and marshal.load(s) execute arbitrary code on untrusted input. Ported from dlint DUO103 / DUO120 (BSD-3).
Use json, msgpack, or protobuf for untrusted data. If pickle is required, sign the payload with HMAC.
examples/openpilot/compile3.py:139 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
extra/thunder/tiny/visualize_tile.py:123 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
examples/qwq.py:114 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
examples/gpt2.py:254 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums).
Review and fix per the pattern semantics. See CWE-327 / A02:2021 for context.
extra/usbgpu/patch.py:16 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums).
Review and fix per the pattern semantics. See CWE-327 / A02:2021 for context.
extra/hevc/decode.py:53 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums).
Review and fix per the pattern semantics. See CWE-327 / A02:2021 for context.
extra/datasets/wikipedia_download.py:30 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED006] Overcatch Baseexception: except BaseException: ... — prevents Ctrl+C and SystemExit from working.
Review and fix per the pattern semantics. See CWE-705 / for context.
extra/hcqfuzz/fuzzer.py:28 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED027] React State Array Mutation: state.X.push/splice/sort followed by setState — React skips re-render on mutated reference.
Review and fix per the pattern semantics. See CWE-682 / for context.
examples/tinychat/index.js:44 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED036] Python Os System Call: os.system() invokes shell with no escaping.
Review and fix per the pattern semantics. See CWE-78 / for context.
extra/usbgpu/patch.py:44 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED036] Python Os System Call: os.system() invokes shell with no escaping.
Review and fix per the pattern semantics. See CWE-78 / for context.
extra/sqtt/install_rocprof_decoder.py:21 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED036] Python Os System Call: os.system() invokes shell with no escaping.
Review and fix per the pattern semantics. See CWE-78 / for context.
extra/hcq/hcq_smi.py:15 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_cacheline_size: Test function `test_cacheline_size` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
extra/archprobe.py:88 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_gflops: Test function `test_gflops` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
extra/archprobe.py:135 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_memory_latency: Test function `test_memory_latency` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
extra/archprobe.py:82 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_read_bandwidth: Test function `test_read_bandwidth` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
extra/archprobe.py:107 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_reg_count: Test function `test_reg_count` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
extra/archprobe.py:57 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_warp_size: Test function `test_warp_size` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
extra/archprobe.py:33 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self._apply_uop` used but never assigned in __init__: Method `alu` of class `Tensor` reads `self._apply_uop`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self._apply_uop = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:159 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self._buffer` used but never assigned in __init__: Method `_data` of class `Tensor` reads `self._buffer`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self._buffer = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:294 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self._buffer` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self._buffer`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self._buffer = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:271 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.cast` used but never assigned in __init__: Method `_buffer` of class `Tensor` reads `self.cast`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.cast = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:291 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `__repr__` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:182 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `_buffer` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:292 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `as_param` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:208 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `as_param` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:206 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:264 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:258 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:266 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:263 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.device` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.device`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.device = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:257 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.dtype` used but never assigned in __init__: Method `_buffer` of class `Tensor` reads `self.dtype`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.dtype = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:291 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.dtype` used but never assigned in __init__: Method `as_param` of class `Tensor` reads `self.dtype`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.dtype = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:208 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.dtype` used but never assigned in __init__: Method `as_param` of class `Tensor` reads `self.dtype`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.dtype = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:206 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.dtype` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.dtype`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.dtype = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:258 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.dtype` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.dtype`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.dtype = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:265 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.linear_with_vars` used but never assigned in __init__: Method `schedule_linear` of class `Tensor` reads `self.linear_with_vars`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.linear_with_vars = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:236 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.shape` used but never assigned in __init__: Method `__len__` of class `Tensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.shape = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:191 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.shape` used but never assigned in __init__: Method `__len__` of class `Tensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.shape = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:190 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.shape` used but never assigned in __init__: Method `as_param` of class `Tensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.shape = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:208 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.shape` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.shape = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:262 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.shape` used but never assigned in __init__: Method `assign` of class `Tensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.shape = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:261 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED108] `self.shape` used but never assigned in __init__: Method `replace` of class `Tensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.shape = <default>` in __init__, or add a class-level default.
tinygrad/tensor.py:252 qualitylegacy
high Legacy quality quality conf 0.80 ✓ Repobility [MINED112] FastAPI POST /v1/chat/completions has no auth: Handler `chat_completions` is registered with router/app.post(...) but no Depends/Security parameter is declared and no auth marker appears in the function body.
Add Depends(get_current_user) or Security(...) to the handler signature. If the route is truly public, document it with a code comment so the rule knows it's intentional.
examples/llama3.py:408 qualitylegacy
high Legacy quality quality conf 0.80 ✓ Repobility [MINED112] FastAPI POST /v1/chat/token/encode has no auth: Handler `chat_token_encode` is registered with router/app.post(...) but no Depends/Security parameter is declared and no auth marker appears in the function body.
Add Depends(get_current_user) or Security(...) to the handler signature. If the route is truly public, document it with a code comment so the rule knows it's intentional.
examples/llama3.py:397 qualitylegacy
high Legacy quality quality conf 0.80 ✓ Repobility [MINED112] FastAPI POST /v1/completions has no auth: Handler `completions` is registered with router/app.post(...) but no Depends/Security parameter is declared and no auth marker appears in the function body.
Add Depends(get_current_user) or Security(...) to the handler signature. If the route is truly public, document it with a code comment so the rule knows it's intentional.
examples/llama3.py:369 qualitylegacy
high Legacy quality quality conf 0.80 ✓ Repobility [MINED112] FastAPI POST /v1/internal/token-count has no auth: Handler `token_count` is registered with router/app.post(...) but no Depends/Security parameter is declared and no auth marker appears in the function body.
Add Depends(get_current_user) or Security(...) to the handler signature. If the route is truly public, document it with a code comment so the rule knows it's intentional.
examples/llama3.py:360 qualitylegacy
high Legacy quality quality conf 0.80 ✓ Repobility [MINED112] FastAPI POST /v1/token/encode has no auth: Handler `token_encode` is registered with router/app.post(...) but no Depends/Security parameter is declared and no auth marker appears in the function body.
Add Depends(get_current_user) or Security(...) to the handler signature. If the route is truly public, document it with a code comment so the rule knows it's intentional.
examples/llama3.py:364 qualitylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED118] Dockerfile FROM `ubuntu:22.04` not pinned by digest: `FROM ubuntu:22.04` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every build is potentially different. Production images should pin to `image@sha256:...` for reproducibility + supply-chain integrity.
Replace with: `FROM ubuntu:22.04@sha256:<digest>`. Get the digest from `docker manifest inspect`. Re-pin via a scheduled bot (Renovate, Dependabot).
extra/dsp/Dockerfile:2 dependencylegacy
high Legacy security path_traversal conf 0.80 [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files.
Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads.
extra/thneed.py:58 path_traversallegacy
high Legacy security path_traversal conf 0.80 [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files.
Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads.
extra/gemm/max_matmul.py:86 path_traversallegacy
high Legacy security path_traversal conf 0.80 [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files.
Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads.
examples/webgpu/stable_diffusion/compile.py:15 path_traversallegacy
high Legacy quality quality conf 1.00 [SEC080] Python: tarfile.extractall without filter: tarfile.extract*() without filter='data' allows path-traversal (CVE-2007-4559, fixed via PEP 706 in 3.12). Ported from bandit B202 (Apache-2.0).
Add `filter='data'` (Python ≥ 3.12) or manually validate member paths against `os.path.abspath`.
extra/datasets/wikipedia_download.py:17 qualitylegacy
high Legacy quality quality conf 1.00 [SEC080] Python: tarfile.extractall without filter: tarfile.extract*() without filter='data' allows path-traversal (CVE-2007-4559, fixed via PEP 706 in 3.12). Ported from bandit B202 (Apache-2.0).
Add `filter='data'` (Python ≥ 3.12) or manually validate member paths against `os.path.abspath`.
extra/datasets/imagenet_download.py:10 qualitylegacy
low Legacy quality quality conf 1.00 [SEC085] JS: child_process.exec with non-literal: child_process.exec with user-derived input enables command injection. Ported from eslint-plugin-security detect-child-process (Apache-2.0).
Use execFile / spawn with separate args array; never pass shell strings.
tinygrad/uop/upat.py:167 qualitylegacy
low Legacy quality quality conf 1.00 [SEC085] JS: child_process.exec with non-literal: child_process.exec with user-derived input enables command injection. Ported from eslint-plugin-security detect-child-process (Apache-2.0).
Use execFile / spawn with separate args array; never pass shell strings.
tinygrad/runtime/ops_cpu.py:59 qualitylegacy
low Legacy quality quality conf 1.00 [SEC085] JS: child_process.exec with non-literal: child_process.exec with user-derived input enables command injection. Ported from eslint-plugin-security detect-child-process (Apache-2.0).
Use execFile / spawn with separate args array; never pass shell strings.
examples/anthropic_challenge.py:147 qualitylegacy
high Legacy security crypto conf 1.00 [SEC113] SSH host-key verification disabled (MITM): Accepting any SSH host key on first connect lets an active MITM impersonate the server. Common in `paramiko.AutoAddPolicy()`.
Python: load `~/.ssh/known_hosts` and use `paramiko.RejectPolicy()`. Go: implement a `ssh.HostKeyCallback` that compares against a known fingerprint. Java JSch: load known_hosts via `jsch.setKnownHosts(...)`.
extra/mlx_driver/connect.py:9 cryptolegacy
high Legacy security path_traversal conf 1.00 [SEC114] path.join / Path() on user-controlled segment without containment check: filepath.Clean / path.Join on attacker-supplied segments does NOT prevent escape from the base directory. `../../../etc/passwd` resolves cleanly.
After joining, re-check containment: `if !strings.HasPrefix(filepath.Clean(joined), filepath.Clean(baseDir)+string(os.PathSeparator)) { error }`. In Node: `path.resolve(base, x); if (!resolved.startsWith(base + path.sep)) throw`.
extra/gemm/max_matmul.py:86 path_traversallegacy
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in extra/hook_cuda.py:216
Found a known-risky pattern (eval_used). Review and replace if possible.
extra/hook_cuda.py:216 owaspeval_used
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in extra/torch_hook/hook_torch.py:132
Found a known-risky pattern (eval_used). Review and replace if possible.
extra/torch_hook/hook_torch.py:132 owaspeval_used
high 9-layer security owasp conf 1.00 Insecure pattern 'exec_used' in tinygrad/runtime/support/autogen.py:281
Found a known-risky pattern (exec_used). Review and replace if possible.
tinygrad/runtime/support/autogen.py:281 owaspexec_used
high 9-layer security owasp conf 1.00 Insecure pattern 'exec_used' in tinygrad/uop/ops.py:1003
Found a known-risky pattern (exec_used). Review and replace if possible.
tinygrad/uop/ops.py:1003 owaspexec_used
high 9-layer security owasp conf 1.00 Insecure pattern 'exec_used' in tinygrad/uop/upat.py:167
Found a known-risky pattern (exec_used). Review and replace if possible.
tinygrad/uop/upat.py:167 owaspexec_used
high 9-layer cicd supply-chain conf 1.00 pull_request_target workflow appears to check out untrusted PR code
pull_request_target runs with base-repo privileges. Checking out PR head code in that context can expose repository tokens or secrets to attacker-controlled code.
.github/workflows/szdiff.yml supply-chaingithub-actionspull-request-target
medium Legacy quality error_handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
extra/thunder/tiny/visualize_tile.py:123 error_handlinglegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__call__` (list): `def __call__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __call__(x=None): x = x or []`
examples/sdxl.py:81 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (dict): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
extra/thneed.py:19 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
tinygrad/runtime/support/c.py:115 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
tinygrad/runtime/support/compiler_cuda.py:61 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
tinygrad/runtime/ops_qcom.py:230 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
tinygrad/runtime/ops_cl.py:41 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
extra/models/convnext.py:20 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
extra/models/retinanet.py:201 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
extra/thneed.py:19 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `avg_pool` (list): `def avg_pool(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def avg_pool(x=None): x = x or []`
extra/torch_backend/backend.py:316 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `export_model_clang` (dict): `def export_model_clang(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def export_model_clang(x=None): x = x or []`
extra/export_model.py:61 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `export_model_webgpu` (dict): `def export_model_webgpu(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def export_model_webgpu(x=None): x = x or []`
extra/export_model.py:115 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `fetch` (dict): `def fetch(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def fetch(x=None): x = x or []`
tinygrad/helpers.py:450 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `findlib` (list): `def findlib(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def findlib(x=None): x = x or []`
tinygrad/runtime/support/c.py:93 qualitylegacy
medium Legacy quality quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `get_example_inputs` (dict): `def get_example_inputs(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def get_example_inputs(x=None): x = x or []`
extra/onnx_helpers.py:9 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
extra/weekly_commits_table.py:15 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
extra/weekly_commits_table.py:25 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
examples/yolov3.py:244 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
examples/yolov3.py:292 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
examples/yolov3.py:218 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
examples/yolov3.py:125 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
examples/vgg7.py:160 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
examples/vgg7.py:138 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
examples/vgg7.py:19 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
tinygrad/helpers.py:146 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
tinygrad/device.py:370 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
tinygrad/device.py:363 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
tinygrad/device.py:373 qualitylegacy
medium Legacy security injection conf 0.50 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input.
Use subprocess with shell=False and a list of args. Never eval user input.
extra/usbgpu/patch.py:44 injectionlegacy
medium Legacy security injection conf 0.50 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input.
Use subprocess with shell=False and a list of args. Never eval user input.
extra/sqtt/install_rocprof_decoder.py:21 injectionlegacy
medium Legacy security injection conf 0.50 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input.
Use subprocess with shell=False and a list of args. Never eval user input.
extra/hcq/hcq_smi.py:15 injectionlegacy
low Legacy security deserialization conf 1.00 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code.
Use yaml.safe_load() instead of yaml.load(). Avoid pickle for untrusted data.
extra/datasets/__init__.py:39 deserializationlegacy
low Legacy security deserialization conf 1.00 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code.
Use yaml.safe_load() instead of yaml.load(). Avoid pickle for untrusted data.
examples/openpilot/load_pickle.py:10 deserializationlegacy
low Legacy security deserialization conf 1.00 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code.
Use yaml.safe_load() instead of yaml.load(). Avoid pickle for untrusted data.
examples/openpilot/compile3.py:139 deserializationlegacy
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.
extra/datasets/wikipedia_download.py:17 path_traversallegacy
medium Legacy quality quality conf 1.00 [SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environment variables, framework internals — sometimes triggers RCE (Django debug page with arbitrary template eval).
Set DEBUG=False / APP_DEBUG=false in production. Provide a generic 500 handler that logs to backend but returns a sanitized page to clients.
examples/yolov8-onnx.py:13 qualitylegacy
medium Legacy quality quality conf 1.00 [SEC127] AI agent stub — TODO: implement / pass placeholder body: Function body left as TODO/pass/raise NotImplementedError after an AI scaffolding pass. The route appears to exist (and may even pass shallow CI), but invoking it crashes or silently no-ops. AI agents consistently emit these when their context window runs out mid-implementation. Production callers hitting these stubs is a classic AI-generated-incident.
Either implement the body, or fail closed at module-load time so the deploy can't ship a half-built route. A CI gate that fails build on `raise NotImplementedError` in non-abstract code catches this cleanly.
tinygrad/mixin/reduce.py:11 qualitylegacy
medium Legacy quality quality Average file size is 560 lines (recommend <300)
Refactor large files by extracting related functions into separate modules. Target files with 300+ lines first. Use the Single Responsibility Principle — each module should have one clear purpose.
qualitylegacy
medium Legacy cicd docker conf 0.90 Docker build context has no .dockerignore
Add .dockerignore with at least .git, .env, private keys, dependency folders, build outputs, and local databases.
.dockerignore dockerlegacy
high Legacy cicd docker conf 0.82 Docker final stage has no non-root USER
Add a non-root USER in the final runtime stage after files and permissions are prepared.
extra/dsp/Dockerfile:2 dockerlegacy
high Legacy software dependency conf 0.70 Remote install command pipes network code directly to a shell
Publish a package-manager install path or add checksum/signature verification before execution. For docs, show the inspect-then-run flow and pin the downloaded artifact version.
docs/tinygpu.md:22 dependencylegacy
medium 9-layer quality integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — examples/tinychat/tinychat-browser/index.js:243
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
integrityfragile-runtimerobustness
medium 9-layer quality integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tinygrad/viz/assets/d3js.org/d3.v7.min.js:2
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
integrityfragile-runtimerobustness
medium 9-layer quality integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tinygrad/viz/js/index.js:154
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
integrityfragile-runtimerobustness
medium 9-layer hardware security conf 1.00 Dockerfile runs as root: extra/dsp/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
securitycontainer
medium 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
marocchino/sticky-pull-request-comment@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/szdiff.yml:72 supply-chaingithub-actionspinned-dependencies
medium 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
marocchino/sticky-pull-request-comment@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/szdiff.yml:90 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/docs.yml supply-chaingithub-actionsleast-privilege
medium 9-layer security owasp conf 1.00 Insecure pattern 'subprocess_shell_true' in tinygrad/runtime/autogen/__init__.py:99
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
tinygrad/runtime/autogen/__init__.py:99 owaspsubprocess_shell_true
medium 9-layer security owasp conf 1.00 Insecure pattern 'subprocess_shell_true' in tinygrad/runtime/ops_metal.py:109
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
tinygrad/runtime/ops_metal.py:109 owaspsubprocess_shell_true
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — examples/compile_tensorflow.py:82
`subprocess.check_output(...)` 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 — examples/webgpu/stable_diffusion/compile.py:75
`requests.get(...)` 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 — extra/amdpci/am_smi.py:97
`subprocess.check_output(...)` 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 — extra/hcq/hcq_smi.py:40
`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 — extra/hcqfuzz/tools.py:51
`subprocess.check_output(...)` 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 — extra/mlx_driver/connect.py:13
`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 — extra/sqtt/examples/generate_examples.py:17
`subprocess.check_output(...)` 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 — test/external/external_fuzz_hcq_mp.py:12
`subprocess.Popen(...)` 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 — test/external/external_test_dev_var.py:6
`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 — test/external/external_test_hive_reset.py:33
`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 — tinygrad/helpers.py:444
`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 — tinygrad/runtime/autogen/__init__.py:99
`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 — tinygrad/runtime/ops_dsp.py:305
`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 — tinygrad/runtime/ops_metal.py:108
`subprocess.Popen(...)` 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 — tinygrad/runtime/support/compiler_amd.py:114
`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 — tinygrad/runtime/support/compiler_cpu.py:23
`subprocess.check_output(...)` 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 — tinygrad/runtime/support/system.py:427
`subprocess.Popen(...)` 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
medium 9-layer data coverage conf 1.00 ORM models found but no DB engine detected
The repo defines tables/models but no DB connection string was found. Likely lives in env vars or a config file the scanner didn't read.
coverage
medium 9-layer network security conf 1.00 Privileged port 11 in use
Port 11 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/benchmark.yml securityports
medium 9-layer network security conf 1.00 Privileged port 12 in use
Port 12 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/mlperf.yml securityports
medium 9-layer network security conf 1.00 Privileged port 5 in use
Port 5 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/mlperf.yml securityports
medium 9-layer network security conf 1.00 Privileged port 8 in use
Port 8 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/mlperf.yml securityports
low Legacy quality quality conf 1.00 [SEC132] String concat where the language has interpolation (AI style drift): String built by concatenation where the language has cleaner interpolation (Python f-strings since 3.6, JS template literals since ES6). Not a vulnerability on its own, but a style signature of cross-language AI rewrites — the model wrote idiomatic Java/C# and then translated mechanically. When this style appears in only *some* files of a repo, it's a strong indicator of an AI-driven rewrite that needs a human review p
Python: `f"prefix {var} suffix"`. JS/TS: `` `prefix ${var} suffix` ``. Add a lint rule (pyupgrade UP032, eslint prefer-template) so future PRs catch this automatically.
examples/vgg7.py:93 qualitylegacy
low Legacy cicd docker conf 0.72 Dockerfile installs recommended OS packages
Add `--no-install-recommends` and explicitly list only packages the image needs.
extra/dsp/Dockerfile:25 dockerlegacy
low Legacy cicd docker conf 0.72 Dockerfile installs recommended OS packages
Add `--no-install-recommends` and explicitly list only packages the image needs.
extra/dsp/Dockerfile:5 dockerlegacy
low Legacy cicd docker conf 0.74 Dockerfile leaves apt package indexes in the image layer
End the apt install layer with `rm -rf /var/lib/apt/lists/*`.
extra/dsp/Dockerfile:5 dockerlegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
tinygrad/runtime/ops_amd.py:76 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/torch_hook/hook_cuda.py:20 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/thunder/amd/gemm_bf16_atb.cpp:1 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/nv_gpu_driver/clcec0qmd.h:2 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/gemm/amd_seb/kernel5_lds_optim.cpp:51 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/gemm/amd_seb/kernel5_lds_optim.cpp:12 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/gemm/amd_seb/kernel4_gmem_df.cpp:12 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/dsp/run_3.py:32 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/dsp/run_3.py:5 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/dsp/run.py:40 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
extra/amdpci/headers/discovery.h:236 qualitylegacy
low 9-layer quality maintenance conf 1.00 477 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
maintenance
low 9-layer hardware coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
coveragedeployment
low 9-layer hardware supply-chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ubuntu:22.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
extra/dsp/Dockerfile:2 supply-chaindockerpinned-dependencies
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: examples/compile_efficientnet.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: examples/openpilot/load_pickle.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: examples/stunning_mnist.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: examples/test_pkl_imagenet.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: examples/tinychat/tinychat-browser/webpack.config.js
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: examples/yolov8-onnx.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: extra/amdpci/hive_reset.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: extra/datasets/preprocess_imagenet.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: extra/dsp/invoke_bug.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: extra/dsp/invoke_bug_2.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: extra/dsp/opt.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: extra/dsp/snpe_logs/parse.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: extra/gemm/cuda_matmul.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: extra/gemm/fuzz_matmul.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: extra/gemm/gemm.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: extra/gemm/real_pmatmul.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: extra/gemm/tinygrad_nv_matmul.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: extra/gemm/tvm_gemm.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: extra/mlx_driver/connect.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: extra/remote/bench.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: extra/sqtt/examples/generate_examples.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: extra/sqtt/install_rocprof_decoder.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: extra/thunder/cuda/fa.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: extra/thunder/cuda/matmul.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: extra/thunder/metal/gemm.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: extra/torch_backend/example.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: extra/usbgpu/legacy/wr_speed.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: extra/weekly_commits_table.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: test/external/external_benchmark_am.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: test/external/external_benchmark_bert_matmuls.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: test/external/external_benchmark_bert_softmax.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: test/external/external_benchmark_disk_raw.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: test/external/external_benchmark_hip_compile.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: test/external/external_benchmark_llama_schedule.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: test/external/external_benchmark_schedule.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: test/external/external_cl_half_max.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: test/external/external_fuzz_beam_timeout_recovery.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: test/external/external_fuzz_qcom_cpu_cache.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: test/external/external_gpu_fail_osx.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: test/external/external_llm_eval.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: test/external/external_metal_compile_fail.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: test/external/external_osx_profiling.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: test/external/external_test_hive_reset.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: test/external/external_test_llama3_ff.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: test/external/external_test_lm_head.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: test/external/external_test_mnist_data_select.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: test/external/fuzz_fast_idiv.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: test/external/fuzz_kfd.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: test/external/mlperf_bert/external_test_checkpoint_loading.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: test/external/process_replay/reset.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/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark_search.yml:17 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/mlperf.yml:19 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/python-publish.yml:17 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/autogen.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/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/autogen.yml:70 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/autogen.yml:81 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/autogen.yml:101 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/autogen.yml:112 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/autogen.yml:140 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/szdiff.yml:18 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/szdiff.yml:49 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/szdiff.yml:56 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/szdiff.yml:60 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:35 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:94 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:196 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:232 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:330 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:392 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:504 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:561 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:607 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:654 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:677 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:751 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/benchmark.yml:811 supply-chaingithub-actionspinned-dependencies
low 9-layer security owasp conf 1.00 Insecure pattern 'debug_true' in tinygrad/runtime/support/am/ip.py:190
Found a known-risky pattern (debug_true). Review and replace if possible.
tinygrad/runtime/support/am/ip.py:190 owaspdebug_true
low 9-layer quality integrity conf 1.00 Legacy-named symbol `_do_copy` in test/speed/external_test_copy_speed.py:55
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 `_do_copy` in tinygrad/runtime/ops_qcom.py:327
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 `_execute_copy` in test/mockgpu/amd/amdgpu.py:277
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 `_rebuild_tensor_v2` in tinygrad/nn/state.py:219
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 `A_copy` in extra/gemm/amd_copy_matmul.py:57
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 `acc_old` in tinygrad/helpers.py:121
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 `allow_zero_copy` in test/backend/test_subbuffer.py:35
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 `allow_zero_copy` in test/backend/test_zero_copy.py:9
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 `allow_zero_copy` in tinygrad/device.py:195
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 `blocking_copy` in tinygrad/runtime/autogen/opencl.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 `convert_to_tensor_v2` in test/external/mlperf_resnet/lars_util.py:3
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 `cuCtxCreate_v2` in test/mockgpu/cuda/cuda.py:47
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integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `CUDA_KERNEL_NODE_PARAMS_v1` in tinygrad/runtime/graph/cuda.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 `CUdeviceptr_v2` in tinygrad/runtime/autogen/cuda.py:11
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 `CUdeviceptr_v2` in tinygrad/runtime/ops_cuda.py:19
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 `cuMemAlloc_v2` in extra/hook_cuda.py:104
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 `cuMemAlloc_v2` in extra/torch_hook/hook_cuda.py:128
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 `CXAvailability_Deprecated` in tinygrad/runtime/autogen/libclang.py:22
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 `dst_unused` in test/mockgpu/amd/emu.py:916
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integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `dst_unused` in tinygrad/renderer/amd/generate.py:37
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 `dst_unused` in tinygrad/runtime/autogen/amd/cdna/ins.py:257
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integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `enqueue_copy` in extra/thneed.py:84
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 `exec_copy` in tinygrad/engine/realize.py:158
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 `force_zero_copy` in extra/hcq2/graph/hcq.py:131
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 `force_zero_copy` in extra/hcq2/hcq2.py:46
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 `from_buffer_copy` in extra/hcq2/ops_amd2.py:264
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 `from_buffer_copy` in extra/qcom_gpu_driver/opencl_ioctl.py:194
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 `from_buffer_copy` in extra/sqtt/rgptool.py:99
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integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `from_buffer_copy` in extra/sqtt/roc.py:61
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 `from_buffer_copy` in test/amd/helpers.py:104
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 `from_buffer_copy` in test/amd/hw/helpers.py:160
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 `from_buffer_copy` in test/amd/hw/test_cdna_vop3.py:38
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 `from_buffer_copy` in test/amd/hw/test_dpp.py:32
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 `from_buffer_copy` in test/amd/hw/test_rdna4_permlane_var.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 `from_buffer_copy` in test/amd/test_sqtt_examples.py:39
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 `from_buffer_copy` in test/mockgpu/am/amgpu.py:123
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 `from_buffer_copy` in test/null/test_autogen.py:527
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 `from_buffer_copy` in tinygrad/renderer/nir.py:182
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 `from_buffer_copy` in tinygrad/runtime/ops_amd.py:581
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 `from_buffer_copy` in tinygrad/runtime/ops_nv.py:252
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 `from_buffer_copy` in tinygrad/runtime/ops_webgpu.py:221
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 `from_buffer_copy` in tinygrad/runtime/support/compiler_mesa.py:127
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 `from_buffer_copy` in tinygrad/runtime/support/elf.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 `from_buffer_copy` in tinygrad/runtime/support/mlx/mlxdev.py:65
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 `from_buffer_copy` in tinygrad/runtime/support/nv/ip.py:22
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 `from_buffer_copy` in tinygrad/viz/serve.py:599
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 `generic_copy` in extra/gemm/mi350x_uop_matmul.py:66
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

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