ai-dynamo/nixl

Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

109 of your 217 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 2.89s · analysis 9.79s · 15.3 MB · GitHub API rate-limit (preflight)

https://github.com/ai-dynamo/nixl · scanned 2026-06-05 20:03 UTC (4 days, 15 hours ago) · 10 languages

284 raw signals (200 security + 84 graph) 45th percentile · Cpp · medium (20-100K LoC) System graph score 84 (lower by 19)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 15 hours ago · v2 · 97 actionable findings from 2 signal sources. 132 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

88.9% cov · 32 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	85.0	0.15	12.75
`security_score`	15.0	0.25	3.75
`testing_score`	100.0	0.20	20.00
`documentation_score`	91.0	0.15	13.65
`practices_score`	71.0	0.15	10.65
`code_quality`	35.7	0.10	3.57
Overall		1.00	64.4

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 4 High 18 Medium 12 Low 28 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 65 System graph 32 Crowd 0 Layer: Cicd 14 Security 4 Quality 44 Software 28 Api 1 Hardware 5 Frontend 1

Exclude dismissed / FP Exclude test files

All 940 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`Cargo.toml`	software	healthy	`Cargo.toml`
`README.md`	software	healthy	`README.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`ATTRIBUTIONS-Python.md`	software	healthy	`ATTRIBUTIONS-Python.md`
`.pre-commit-config.yaml`	software	healthy	`.pre-commit-config.yaml`
`.coderabbit.yaml`	software	healthy	`.coderabbit.yaml`
`ATTRIBUTIONS-Rust.md`	software	healthy	`ATTRIBUTIONS-Rust.md`
`pyproject.toml`	software	healthy	`pyproject.toml`
`requirements.txt`	software	healthy	`requirements.txt`
`CODE_OF_CONDUCT.md`	software	healthy	`CODE_OF_CONDUCT.md`
`ATTRIBUTIONS-CPP.md`	software	healthy	`ATTRIBUTIONS-CPP.md`
`SECURITY.md`	software	healthy	`SECURITY.md`
`test_plugins.sh`	software	healthy	`.gitlab/test_plugins.sh`
`test_python.sh`	software	healthy	`.gitlab/test_python.sh`
`test_nixlbench.sh`	software	healthy	`.gitlab/test_nixlbench.sh`
`test_rust.sh`	software	healthy	`.gitlab/test_rust.sh`
`build.sh`	software	healthy	`.gitlab/build.sh`
`test_azure.sh`	software	healthy	`.gitlab/test_azure.sh`
`test_cpp.sh`	software	healthy	`.gitlab/test_cpp.sh`
`README.md`	software	healthy	`test/README.md`
`hw_warning_test.cpp`	software	healthy	`test/gtest/hw_warning_test.cpp`
`plugin_manager.cpp`	software	healthy	`test/gtest/plugin_manager.cpp`
`main.cpp`	software	healthy	`test/gtest/main.cpp`
`common.cpp`	software	healthy	`test/gtest/common.cpp`
`metadata_exchange.cpp`	software	healthy	`test/gtest/metadata_exchange.cpp`
`multi_threading.cpp`	software	healthy	`test/gtest/multi_threading.cpp`
`configuration.cpp`	software	healthy	`test/gtest/configuration.cpp`
`test_transfer.cpp`	software	healthy	`test/gtest/test_transfer.cpp`
`telemetry_test.cpp`	software	healthy	`test/gtest/telemetry_test.cpp`
`telemetry_prometheus_test.cpp`	software	healthy	`test/gtest/telemetry_prometheus_test.cpp`
`common.h`	software	healthy	`test/gtest/common.h`
`query_mem.cpp`	software	healthy	`test/gtest/query_mem.cpp`
`error_handling.cpp`	software	healthy	`test/gtest/error_handling.cpp`
`main.cpp`	software	healthy	`test/gtest/unit/main.cpp`
`agent.cpp`	software	healthy	`test/gtest/unit/agent/agent.cpp`
`sec_desc_list.cpp`	software	healthy	`test/gtest/unit/descriptors/sec_desc_list.cpp`
`azure_blob.cpp`	software	healthy	`test/gtest/unit/azure_blob/azure_blob.cpp`
`mock_backend_engine.h`	software	healthy	`test/gtest/mocks/mock_backend_engine.h`
`mock_backend_engine.cpp`	software	healthy	`test/gtest/mocks/mock_backend_engine.cpp`
`gmock_engine.h`	software	healthy	`test/gtest/mocks/gmock_engine.h`
`mock_basic_plugin.cpp`	software	healthy	`test/gtest/mocks/mock_basic_plugin.cpp`
`gmock_engine.cpp`	software	healthy	`test/gtest/mocks/gmock_engine.cpp`
`mock_backend_plugin.cpp`	software	healthy	`test/gtest/mocks/mock_backend_plugin.cpp`
`obj_cuobj_plugin.cpp`	software	healthy	`test/gtest/plugins/obj_cuobj_plugin.cpp`
`obj_plugin.cpp`	software	healthy	`test/gtest/plugins/obj_plugin.cpp`
`memory_handler.h`	software	healthy	`test/gtest/plugins/memory_handler.h`
`transfer_handler.h`	software	healthy	`test/gtest/plugins/transfer_handler.h`
`plugins_common.h`	software	healthy	`test/gtest/plugins/plugins_common.h`
`azure_blob_test.cpp`	software	healthy	`test/gtest/plugins/azure_blob/azure_blob_test.cpp`
`uccl_test.cpp`	software	healthy	`test/gtest/plugins/uccl/uccl_test.cpp`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`one_empty_agent`	software	healthy	`test/python/test_nixl_api.py:30`
`one_agent`	software	healthy	`test/python/test_nixl_api.py:36`
`two_agents`	software	healthy	`test/python/test_nixl_api.py:43`
`two_connected_agents`	software	healthy	`test/python/test_nixl_api.py:55`
`one_reg_list`	software	healthy	`test/python/test_nixl_api.py:72`
`one_xfer_list`	software	healthy	`test/python/test_nixl_api.py:77`
`two_xfer_lists`	software	healthy	`test/python/test_nixl_api.py:82`
`test_empty_agent_name`	software	healthy	`test/python/test_nixl_api.py:89`
`test_instantiate_all`	software	healthy	`test/python/test_nixl_api.py:98`
`test_sync_mode_agent`	software	healthy	`test/python/test_nixl_api.py:106`
`spy_ctor`	software	healthy	`test/python/test_nixl_api.py:110`
`test_nixl_conf_bad_sync_mode`	software	healthy	`test/python/test_nixl_api.py:125`
`test_make_invalid_op`	software	healthy	`test/python/test_nixl_api.py:130`
`test_invalid_plugin_name`	software	healthy	`test/python/test_nixl_api.py:140`
`test_invalid_backend_name_creation`	software	healthy	`test/python/test_nixl_api.py:152`
`test_metadata_pass`	software	healthy	`test/python/test_nixl_api.py:158`
`test_empty_notif_tag`	software	healthy	`test/python/test_nixl_api.py:173`
`test_improper_get_xfer_descs`	software	healthy	`test/python/test_nixl_api.py:184`
`test_improper_get_reg_descs`	software	healthy	`test/python/test_nixl_api.py:205`
`test_noncontiguous_tensor`	software	healthy	`test/python/test_nixl_api.py:226`
`test_incorrect_plugin_env`	software	healthy	`test/python/test_nixl_api.py:242`
`_run_xfer_telemetry_check`	software	healthy	`test/python/test_nixl_api.py:249`
`test_get_xfer_telemetry`	software	healthy	`test/python/test_nixl_api.py:297`
`test_get_xfer_telemetry_cfg`	software	healthy	`test/python/test_nixl_api.py:311`
`pytest_addoption`	software	healthy	`test/python/conftest.py:7`
`backend_name`	software	healthy	`test/python/conftest.py:17`
`init_agent`	software	healthy	`test/python/prep_xfer_perf.py:29`
`prep_handles`	software	healthy	`test/python/prep_xfer_perf.py:35`
`perf_test_list`	software	healthy	`test/python/prep_xfer_perf.py:70`
`perf_test_array`	software	healthy	`test/python/prep_xfer_perf.py:100`
`test_list`	software	healthy	`test/python/test_nixl_bindings.py:31`
`test_agent`	software	healthy	`test/python/test_nixl_bindings.py:64`
`test_query_mem`	software	healthy	`test/python/test_nixl_bindings.py:174`
`parse_size`	software	healthy	`benchmark/kvbench/main.py:35`
`load_matrix`	software	healthy	`benchmark/kvbench/main.py:50`
`cli`	software	healthy	`benchmark/kvbench/main.py:63`
`plan_command`	software	healthy	`benchmark/kvbench/main.py:83`
`profile_command`	software	healthy	`benchmark/kvbench/main.py:228`
`kvcache_command`	software	healthy	`benchmark/kvbench/main.py:268`
`format_bytes`	software	healthy	`benchmark/kvbench/main.py:285`
`sequential_ct_perftest`	software	healthy	`benchmark/kvbench/main.py:337`
`ct_perftest`	software	healthy	`benchmark/kvbench/main.py:392`
`__init__`	software	healthy	`benchmark/kvbench/models/deepseek_r1.py:33`
`get_kv_size_per_token`	software	healthy	`benchmark/kvbench/models/deepseek_r1.py:69`
`get_io_size`	software	healthy	`benchmark/kvbench/models/deepseek_r1.py:88`
`to_dict`	software	healthy	`benchmark/kvbench/models/deepseek_r1.py:111`
`__str__`	software	healthy	`benchmark/kvbench/models/deepseek_r1.py:129`
`__init__`	software	healthy	`benchmark/kvbench/models/llama3_1.py:32`
`get_kv_size_per_token`	software	healthy	`benchmark/kvbench/models/llama3_1.py:62`
`get_io_size`	software	healthy	`benchmark/kvbench/models/llama3_1.py:78`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`.gitlab`	software	healthy	`.gitlab`
`test`	software	healthy	`test`
`gtest`	software	healthy	`test/gtest`
`unit`	software	healthy	`test/gtest/unit`
`agent`	software	healthy	`test/gtest/unit/agent`
`descriptors`	software	healthy	`test/gtest/unit/descriptors`
`azure_blob`	software	healthy	`test/gtest/unit/azure_blob`
`mocks`	software	healthy	`test/gtest/mocks`
`plugins`	software	healthy	`test/gtest/plugins`
`azure_blob`	software	healthy	`test/gtest/plugins/azure_blob`
`uccl`	software	healthy	`test/gtest/plugins/uccl`
`unit`	software	healthy	`test/unit`
`utils`	software	healthy	`test/unit/utils`
`common`	software	healthy	`test/unit/utils/common`
`libfabric`	software	healthy	`test/unit/utils/libfabric`
`serdes`	software	healthy	`test/unit/utils/serdes`
`plugins`	software	healthy	`test/unit/plugins`
`gds_mt`	software	healthy	`test/unit/plugins/gds_mt`
`hf3fs`	software	healthy	`test/unit/plugins/hf3fs`
`ucx`	software	healthy	`test/unit/plugins/ucx`
`mooncake`	software	healthy	`test/unit/plugins/mooncake`
`infinia`	software	healthy	`test/unit/plugins/infinia`
`gpunetio`	software	healthy	`test/unit/plugins/gpunetio`
`cuda_gds`	software	healthy	`test/unit/plugins/cuda_gds`
`object`	software	healthy	`test/unit/plugins/object`
`posix`	software	healthy	`test/unit/plugins/posix`
`gusli`	software	healthy	`test/unit/plugins/gusli`
`python`	software	healthy	`test/python`
`nixl`	software	healthy	`test/nixl`
`docs`	software	healthy	`docs`
`doxygen`	software	healthy	`docs/doxygen`
`benchmark`	software	healthy	`benchmark`
`kvbench`	software	healthy	`benchmark/kvbench`
`models`	software	healthy	`benchmark/kvbench/models`
`test`	software	healthy	`benchmark/kvbench/test`
`commands`	software	healthy	`benchmark/kvbench/commands`
`docs`	software	healthy	`benchmark/kvbench/docs`
`runtime`	software	healthy	`benchmark/kvbench/runtime`
`examples`	software	healthy	`benchmark/kvbench/examples`
`nixlbench`	software	healthy	`benchmark/nixlbench`
`contrib`	software	healthy	`benchmark/nixlbench/contrib`
`src`	software	healthy	`benchmark/nixlbench/src`
`utils`	software	healthy	`benchmark/nixlbench/src/utils`
`worker`	software	healthy	`benchmark/nixlbench/src/worker`
`nvshmem`	software	healthy	`benchmark/nixlbench/src/worker/nvshmem`
`nixl`	software	healthy	`benchmark/nixlbench/src/worker/nixl`
`runtime`	software	healthy	`benchmark/nixlbench/src/runtime`
`etcd`	software	healthy	`benchmark/nixlbench/src/runtime/etcd`
`examples`	software	healthy	`examples`
`rust`	software	healthy	`examples/rust`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`DeepSeekR1`	software	healthy	`benchmark/kvbench/models/deepseek_r1.py:25`
`Llama3_1`	software	healthy	`benchmark/kvbench/models/llama3_1.py:24`
`Qwen3`	software	healthy	`benchmark/kvbench/models/qwen3.py:24`
`StrategyConfig`	software	healthy	`benchmark/kvbench/models/model_config.py:29`
`RuntimeConfig`	software	healthy	`benchmark/kvbench/models/model_config.py:44`
`SystemConfig`	software	healthy	`benchmark/kvbench/models/model_config.py:57`
`ModelConfig`	software	healthy	`benchmark/kvbench/models/model_config.py:73`
`BaseModelArch`	software	healthy	`benchmark/kvbench/models/models.py:23`
`GptOss`	software	healthy	`benchmark/kvbench/models/gpt_oss.py:24`
`ModelConfig`	software	healthy	`benchmark/kvbench/test/inference_workload_matgen.py:66`
`TaskConfig`	software	healthy	`benchmark/kvbench/test/inference_workload_matgen.py:98`
`WorkerConfig`	software	healthy	`benchmark/kvbench/test/inference_workload_matgen.py:110`
`UserRequest`	software	healthy	`benchmark/kvbench/test/inference_workload_matgen.py:124`
`Batch`	software	healthy	`benchmark/kvbench/test/inference_workload_matgen.py:143`
`TransferMatrix`	software	healthy	`benchmark/kvbench/test/inference_workload_matgen.py:161`
`SequentialCTPerftest`	software	healthy	`benchmark/kvbench/test/sequential_custom_traffic_perftest.p…`
`TrafficPattern`	software	healthy	`benchmark/kvbench/test/traffic_pattern.py:23`
`NixlHandle`	software	healthy	`benchmark/kvbench/test/custom_traffic_perftest.py:32`
`NixlBuffer`	software	healthy	`benchmark/kvbench/test/custom_traffic_perftest.py:42`
`CTPerftest`	software	healthy	`benchmark/kvbench/test/custom_traffic_perftest.py:100`
`NIXLBench`	software	healthy	`benchmark/kvbench/commands/nixlbench.py:20`
`ReduceOp`	software	healthy	`benchmark/kvbench/runtime/rt_base.py:20`
`_RTUtils`	software	healthy	`benchmark/kvbench/runtime/rt_base.py:29`
`_EtcdDistUtils`	software	healthy	`benchmark/kvbench/runtime/etcd_rt.py:36`
`empty_suppress`	software	healthy	`examples/device/ep/tests/utils.py:146`
`suppress_stdout_stderr`	software	healthy	`examples/device/ep/tests/utils.py:154`
`Plan`	software	healthy	`examples/device/ep/tests/elastic/plan.py:19`
`RankServerHandler`	software	healthy	`examples/device/ep/tests/elastic/rank_server.py:27`
`ReusableTCPServer`	software	healthy	`examples/device/ep/tests/elastic/rank_server.py:95`
`RankClient`	software	healthy	`examples/device/ep/tests/elastic/rank_server.py:118`
`Buffer`	software	healthy	`examples/device/ep/nixl_ep/buffer.py:43`
`EventOverlap`	software	healthy	`examples/device/ep/nixl_ep/utils.py:29`
`NixlTelemetryEvent`	software	healthy	`examples/python/telemetry_reader.py:72`
`BufferHeader`	software	healthy	`examples/python/telemetry_reader.py:83`
`SharedRingBuffer`	software	healthy	`examples/python/telemetry_reader.py:97`
`nixl_prepped_dlist_handle`	software	healthy	`src/api/python/_api.py:40`
`nixl_xfer_handle`	software	healthy	`src/api/python/_api.py:83`
`nixl_thread_sync_t`	software	healthy	`src/api/python/_api.py:126`
`nixl_agent_config`	software	healthy	`src/api/python/_api.py:149`
`nixl_agent`	software	healthy	`src/api/python/_api.py:186`

Label	Layer	Status	Path
`python-checks`	cicd	healthy	`.github/workflows/python-checks.yml`
`Authorization`	cicd	healthy	`.github/workflows/blossom-ci.yml`
`Vulnerability-scan`	cicd	healthy	`.github/workflows/blossom-ci.yml`
`Job-trigger`	cicd	healthy	`.github/workflows/blossom-ci.yml`
`Upload-Log`	cicd	healthy	`.github/workflows/blossom-ci.yml`
`check-pr-size`	cicd	healthy	`.github/workflows/pr-size-check.yml`
`pr_reminder`	cicd	healthy	`.github/workflows/external_contributor.yaml`
`run_aws_tests`	cicd	healthy	`.github/workflows/aws_efa_validation.yml`
`copyright-checks`	cicd	healthy	`.github/workflows/copyright-checks.yml`
`mirror_repo`	cicd	healthy	`.github/workflows/build_validation.yml`
`trigger-ci`	cicd	healthy	`.github/workflows/build_validation.yml`
`pre-commit`	cicd	healthy	`.github/workflows/pre-commit.yml`
`clang-format`	cicd	healthy	`.github/workflows/clang-format.yml`

Label	Layer	Status	Path
`AWS_SECRET_ACCESS_KEY`	cicd	healthy	`—`
`PIPELINE_TOKEN`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`AWS_ACCESS_KEY_ID`	cicd	healthy	`—`
`NIXL_AWS_ACCESS_KEY_ID`	cicd	healthy	`—`
`NIXL_AWS_SECRET_ACCESS_KEY`	cicd	healthy	`—`
`PIPELINE_URL`	cicd	healthy	`—`
`CI_SERVER`	cicd	healthy	`—`
`BLOSSOM_KEY`	cicd	healthy	`—`
`MIRROR_TOKEN`	cicd	healthy	`—`
`MIRROR_URL`	cicd	healthy	`—`

Label	Layer	Status	Path
`gha::python-checks`	cicd	healthy	`.github/workflows/python-checks.yml`
`gha::blossom-ci`	cicd	healthy	`.github/workflows/blossom-ci.yml`
`gha::pr-size-check`	cicd	healthy	`.github/workflows/pr-size-check.yml`
`gha::external_contributor`	cicd	healthy	`.github/workflows/external_contributor.yaml`
`gha::aws_efa_validation`	cicd	healthy	`.github/workflows/aws_efa_validation.yml`
`gha::copyright-checks`	cicd	healthy	`.github/workflows/copyright-checks.yml`
`gha::build_validation`	cicd	healthy	`.github/workflows/build_validation.yml`
`gha::pre-commit`	cicd	healthy	`.github/workflows/pre-commit.yml`
`gha::clang-format`	cicd	healthy	`.github/workflows/clang-format.yml`

Label	Layer	Status	Path
`169.254.169.254`	network	healthy	`.gitlab/test_python.sh`
`127.0.0.1`	network	healthy	`.gitlab/test_python.sh`

Label	Layer	Status	Path
`image::benchmark/nixlbench/contrib/Dockerfile`	hardware	healthy	`benchmark/nixlbench/contrib/Dockerfile`
`image::contrib/Dockerfile`	hardware	healthy	`contrib/Dockerfile`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`.gitlab/build.sh`
`vps::azure`	hardware	healthy	`.gitlab/build.sh`

Label	Layer	Status	Path
`repobility-clone-dben3ic0`	software	healthy	`/tmp/repobility-clone-dben3ic0`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`Cargo.toml`

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

For AI agents + API integrations

Email me when this repo regresses

Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.

API access

This page is publicly accessible at: https://repobility.com/scan/53d6037f-ca55-47aa-82ef-91636bc47761/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/53d6037f-ca55-47aa-82ef-91636bc47761/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.

ai-dynamo/nixl

Complete repo analysis

file 50+

function 50+

directory 50+

class 40

job 13

env_var 11

pipeline 9

service 2

container 2

vps 2

repo 1

gpu 1