5.0

Adjusted Signal

5.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.8K

Stars

Language

542.5K

Lines of Code

1.8K

Files

1.8K

Pattern Hits

2026-10-31

Scan Date

0.12

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 9.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1163 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.6/100 · LOW

Are imports declared and package/API names verified? 504 finding(s).

Agent Over-Engineering Ratio 7.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 307 finding(s).

PR Review Velocity Impact 24.3/100 · LOW

Which changes need focused human review? 1809 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 7HIGH 208MEDIUM 57LOW 1537

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1809 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block923 hits · 774 pts

Severity	File	Line	Snippet	Context
LOW	docker/devbox-bundled/manifests/dev.yaml	9401	- domainmappings	COMMENT
LOW	docker/devbox-bundled/manifests/dev.yaml	9561	---	COMMENT
LOW	docker/devbox-bundled/manifests/dev.yaml	9581	labels:	COMMENT
LOW	docker/devbox-bundled/manifests/dev.yaml	9601	# to actually change the configuration.	COMMENT
LOW	docker/devbox-bundled/manifests/dev.yaml	9641	# Use ',' separated values like "ECDHE-ECDSA-AES128-GCM-SHA256,ECDHE-ECDSA-CHACHA20-POLY1305"	COMMENT
LOW	docker/devbox-bundled/manifests/dev.yaml	9721	---	COMMENT
LOW	docker/devbox-bundled/manifests/complete.yaml	7881	kubernetes-enabled: false	COMMENT
LOW	docker/devbox-bundled/manifests/complete.yaml	9921	- services	COMMENT
LOW	docker/devbox-bundled/manifests/complete.yaml	10081		COMMENT
LOW	docker/devbox-bundled/manifests/complete.yaml	10101	namespace: knative-serving	COMMENT
LOW	docker/devbox-bundled/manifests/complete.yaml	10121	# this example block and unindented to be in the data block	COMMENT
LOW	docker/devbox-bundled/manifests/complete.yaml	10161	# Specifies the cipher suites for TLS external listener.	COMMENT
LOW	docker/devbox-bundled/manifests/complete.yaml	10241		COMMENT
LOW	docker/devbox-bundled/kustomize/net-kourier.yaml	1	# Copyright 2020 The Knative Authors	COMMENT
LOW	docker/devbox-bundled/kustomize/net-kourier.yaml	21	app.kubernetes.io/name: knative-serving	COMMENT
LOW	docker/devbox-bundled/kustomize/net-kourier.yaml	181	################################	COMMENT
LOW	docker/devbox-bundled/kustomize/net-kourier.yaml	201	# Specifies whether to use proxy-protocol in order to safely	COMMENT
LOW	docker/devbox-bundled/kustomize/net-kourier.yaml	241	---	COMMENT
LOW	docker/devbox-bundled/kustomize/net-kourier.yaml	441	type: ClusterIP	COMMENT
LOW	flyteplugins/go/tasks/plugins/k8s/dask/dask.go	61	// `dask scheduler --dashboard-prefix` so Bokeh emits tab/WebSocket links that	COMMENT
LOW	flyteplugins/go/tasks/plugins/k8s/clustered/phase.go	401	func readPluginState(ctx context.Context, pluginContext k8s.PluginContext) k8s.PluginState {	COMMENT
LOW	flyteplugins/go/tasks/plugins/k8s/clustered/util.go	21	const dns1035LabelMaxLength = 63	COMMENT
LOW	flyteplugins/go/tasks/plugins/k8s/clustered/util.go	41	// generatedNameMaxLength bounds the task's generated name via the plugin's	COMMENT
LOW	flyteplugins/go/tasks/plugins/k8s/ray/ray.go	161	return rayjob, err	COMMENT
LOW	flyteplugins/go/tasks/plugins/k8s/ray/ray.go	781	},	COMMENT
LOW	flyteplugins/go/tasks/plugins/k8s/spark/spark_test.go	1541	"an unset spark-version is expected to lose the comparison; the default exists to avoid it")	COMMENT
LOW	flyteplugins/go/tasks/pluginmachinery/core/phase.go	101	// KubernetesEvent carries structured metadata about the Kubernetes object event this reason	COMMENT
LOW	…gins/go/tasks/pluginmachinery/core/resource_manager.go	41	// - Resource: resource is an abstraction of anything that has a limited quota of units and can be claimed in a	COMMENT
LOW	…gins/go/tasks/pluginmachinery/core/resource_manager.go	61	// by calling ResourceManager's AllocateResource() function. ResourceManager will check its current utilization and	COMMENT
LOW	…ins/go/tasks/pluginmachinery/core/template/template.go	1	// Package template exports the Render method	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	41	const unsignedSIGKILL = 247	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	61	const TerminationTargetCondition v1.PodConditionType = "TerminationTarget"	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	161		COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	181	)	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	281	var retryableStatusReasons = sets.NewString(	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	381	// ApplyInterruptibleNodeAffinity configures the node-affinity for the pod using the configuration specified.	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	1421	}	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	1521	// This happens in the case the image is having some problems. In the following example, K8s is having	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	1581	// waiting state	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	1761	if len(status.Message) > 0 {	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	1781	// request: {	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	1921	}	COMMENT
LOW	…lugins/go/tasks/pluginmachinery/flytek8s/pod_helper.go	1981	// empty result means nobody declared a primary container, not that the pod has none.	COMMENT
LOW	…go/tasks/pluginmachinery/flytek8s/k8s_resource_adds.go	141	// envVars = append(envVars,	COMMENT
LOW	…sks/pluginmachinery/flytek8s/k8s_resource_adds_test.go	341	expected,	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	261	// if taints/tolerations should be used for certain resource types etc.	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	301		COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	321	// Flyte CoPilot Configuration	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	341	// one, and the corresponding task marked as failed	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	381	// DefaultPodSecurityContext provides a default pod security context that should be applied for every pod that is launc	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	421	// AppleSiliconBridge configures the devbox-local Apple Silicon accelerator. It is only	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	441	// FlyteCoPilotConfig specifies configuration for the Flyte CoPilot system. FlyteCoPilot, allows running flytekit-less c	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	481	// The node label that specifies the attached accelerator partition size.	COMMENT
LOW	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	501	// Platform operators can define pod-level and container-level configuration that serves	COMMENT
LOW	flyteplugins/go/tasks/pluginmachinery/ioutils/doc.go	1	// Package ioutils contains utilities for interacting with the IO Layer of FlytePropeller Metastore	COMMENT
LOW	flyteplugins/go/tasks/pluginmachinery/k8s/plugin.go	21	RegisteredTaskTypes []pluginsCore.TaskType	COMMENT
LOW	flyteplugins/go/tasks/pluginmachinery/k8s/plugin.go	41	// System level properties that this Plugin supports	COMMENT
LOW	flyteplugins/go/tasks/pluginmachinery/k8s/plugin.go	101		COMMENT
LOW	flyteplugins/go/tasks/pluginmachinery/k8s/plugin.go	121	// StartCleanup. The job resource, by contrast, is owned normally.	COMMENT
LOW	flyteplugins/go/tasks/pluginmachinery/k8s/plugin.go	161	// GarbageCollectable is an interface plugins implement to provide an external garbage collector information.	COMMENT
863 more matches not shown…

Cross-File Repetition126 hits · 630 pts

Severity	File	Line	Snippet	Context
HIGH	gen/python/google/api/http_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/google/api/annotations_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/google/rpc/status_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/buf/validate/validate_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…python/flyteidl2/settings/settings_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…hon/flyteidl2/settings/settings_definition_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/cluster/service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/cluster/payload_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…ython/flyteidl2/trigger/trigger_definition_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/catalog_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/metrics_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/execution_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/interface_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/types_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/tasks_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/literals_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/security_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/identifier_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/core/artifact_id_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/app/app_logs_payload_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/app/app_definition_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/app/app_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/app/app_logs_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/app/replica_definition_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/app/app_payload_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/auth/identity_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/auth/auth_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/clustered_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/spark_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/mpi_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/qubole_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/pytorch_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/presto_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/dask_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/common_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/ray_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/tensorflow_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/plugins/kubeflow/mpi_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…/python/flyteidl2/plugins/kubeflow/pytorch_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…n/python/flyteidl2/plugins/kubeflow/common_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…thon/flyteidl2/plugins/kubeflow/tensorflow_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…n/python/flyteidl2/notification/definition_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/org/domain_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/org/domain_definition_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/imagebuilder/service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/imagebuilder/payload_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…n/python/flyteidl2/imagebuilder/definition_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…thon/flyteidl2/dataproxy/dataproxy_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…python/flyteidl2/cacheservice/cacheservice_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…hon/flyteidl2/cacheservice/v2/cacheservice_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	…n/python/flyteidl2/project/project_service_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/run_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/identity_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/address_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/configuration_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/list_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/cache_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/authorization_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
HIGH	gen/python/flyteidl2/common/runtime_version_pb2_grpc.py	0	client and server classes corresponding to protobuf-defined services.	STRING
66 more matches not shown…

Unused Imports398 hits · 396 pts

Severity	File	Line	Context
LOW	gen/python/google/api/http_pb2_grpc.py	3	CODE
LOW	gen/python/google/api/annotations_pb2_grpc.py	3	CODE
LOW	gen/python/google/api/annotations_pb2.py	14	CODE
LOW	gen/python/google/api/annotations_pb2.py	15	CODE
LOW	gen/python/google/rpc/status_pb2.py	14	CODE
LOW	gen/python/google/rpc/status_pb2_grpc.py	3	CODE
LOW	gen/python/buf/validate/validate_pb2.py	14	CODE
LOW	gen/python/buf/validate/validate_pb2.py	15	CODE
LOW	gen/python/buf/validate/validate_pb2.py	16	CODE
LOW	gen/python/buf/validate/validate_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/settings/settings_service_pb2.py	14	CODE
LOW	gen/python/flyteidl2/settings/settings_service_pb2.py	15	CODE
LOW	…/python/flyteidl2/settings/settings_service_connect.py	5	CODE
LOW	…/python/flyteidl2/settings/settings_service_connect.py	5	CODE
LOW	…n/python/flyteidl2/settings/settings_definition_pb2.py	14	CODE
LOW	…n/python/flyteidl2/settings/settings_definition_pb2.py	15	CODE
LOW	…n/python/flyteidl2/settings/settings_definition_pb2.py	16	CODE
LOW	…hon/flyteidl2/settings/settings_definition_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/cluster/service_pb2.py	14	CODE
LOW	gen/python/flyteidl2/cluster/service_connect.py	5	CODE
LOW	gen/python/flyteidl2/cluster/service_connect.py	5	CODE
LOW	gen/python/flyteidl2/cluster/payload_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/cluster/payload_pb2.py	14	CODE
LOW	gen/python/flyteidl2/cluster/payload_pb2.py	15	CODE
LOW	gen/python/flyteidl2/cluster/payload_pb2.py	16	CODE
LOW	gen/python/flyteidl2/cluster/payload_pb2.py	17	CODE
LOW	…ython/flyteidl2/trigger/trigger_definition_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/trigger/trigger_definition_pb2.py	14	CODE
LOW	gen/python/flyteidl2/trigger/trigger_definition_pb2.py	15	CODE
LOW	gen/python/flyteidl2/trigger/trigger_definition_pb2.py	16	CODE
LOW	gen/python/flyteidl2/trigger/trigger_definition_pb2.py	17	CODE
LOW	gen/python/flyteidl2/trigger/trigger_definition_pb2.py	18	CODE
LOW	gen/python/flyteidl2/trigger/trigger_definition_pb2.py	19	CODE
LOW	gen/python/flyteidl2/trigger/trigger_definition_pb2.py	20	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_pb2.py	14	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_pb2.py	15	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_pb2.py	16	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_pb2.py	17	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_pb2.py	18	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_pb2.py	19	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	5	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	5	CODE
LOW	gen/python/flyteidl2/core/literals_pb2.py	14	CODE
LOW	gen/python/flyteidl2/core/literals_pb2.py	15	CODE
LOW	gen/python/flyteidl2/core/literals_pb2.py	16	CODE
LOW	gen/python/flyteidl2/core/literals_pb2.py	17	CODE
LOW	gen/python/flyteidl2/core/literals_pb2.py	18	CODE
LOW	gen/python/flyteidl2/core/literals_pb2.py	19	CODE
LOW	gen/python/flyteidl2/core/catalog_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/core/metrics_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/core/execution_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/core/interface_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/core/metrics_pb2.py	14	CODE
LOW	gen/python/flyteidl2/core/types_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/core/catalog_pb2.py	14	CODE
LOW	gen/python/flyteidl2/core/tasks_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/core/artifact_id_pb2.py	14	CODE
LOW	gen/python/flyteidl2/core/artifact_id_pb2.py	15	CODE
LOW	gen/python/flyteidl2/core/literals_pb2_grpc.py	3	CODE
LOW	gen/python/flyteidl2/core/tasks_pb2.py	14	CODE
338 more matches not shown…

Cross-Language Confusion81 hits · 376 pts

Severity	File	Line	Snippet	Context
HIGH⚡	gen/python/buf/validate/validate_pb2.py	34	_FLOATRULES.fields_by_name['gt']._serialized_options = b'\302H\334\007\n\215\001\n\010float.gt\032\200\001!has(rules.l	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	34	_FLOATRULES.fields_by_name['gt']._serialized_options = b'\302H\334\007\n\215\001\n\010float.gt\032\200\001!has(rules.l	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	36	_FLOATRULES.fields_by_name['gte']._serialized_options = b'\302H\246\010\n\233\001\n\tfloat.gte\032\215\001!has(rules.l	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	36	_FLOATRULES.fields_by_name['gte']._serialized_options = b'\302H\246\010\n\233\001\n\tfloat.gte\032\215\001!has(rules.l	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	52	_DOUBLERULES.fields_by_name['gt']._serialized_options = b'\302H\341\007\n\216\001\n\tdouble.gt\032\200\001!has(rules.l	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	52	_DOUBLERULES.fields_by_name['gt']._serialized_options = b'\302H\341\007\n\216\001\n\tdouble.gt\032\200\001!has(rules.l	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	54	_DOUBLERULES.fields_by_name['gte']._serialized_options = b'\302H\253\010\n\234\001\n\ndouble.gte\032\215\001!has(rules	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	54	_DOUBLERULES.fields_by_name['gte']._serialized_options = b'\302H\253\010\n\234\001\n\ndouble.gte\032\215\001!has(rules	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	70	_INT32RULES.fields_by_name['gt']._serialized_options = b'\302H\204\007\nz\n\010int32.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	70	_INT32RULES.fields_by_name['gt']._serialized_options = b'\302H\204\007\nz\n\010int32.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	72	_INT32RULES.fields_by_name['gte']._serialized_options = b'\302H\317\007\n\210\001\n\tint32.gte\032{!has(rules.lt) && !	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	72	_INT32RULES.fields_by_name['gte']._serialized_options = b'\302H\317\007\n\210\001\n\tint32.gte\032{!has(rules.lt) && !	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	86	_INT64RULES.fields_by_name['gt']._serialized_options = b'\302H\204\007\nz\n\010int64.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	86	_INT64RULES.fields_by_name['gt']._serialized_options = b'\302H\204\007\nz\n\010int64.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	88	_INT64RULES.fields_by_name['gte']._serialized_options = b'\302H\317\007\n\210\001\n\tint64.gte\032{!has(rules.lt) && !	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	88	_INT64RULES.fields_by_name['gte']._serialized_options = b'\302H\317\007\n\210\001\n\tint64.gte\032{!has(rules.lt) && !	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	102	_UINT32RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tuint32.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	102	_UINT32RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tuint32.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	104	_UINT32RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nuint32.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	104	_UINT32RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nuint32.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	118	_UINT64RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tuint64.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	118	_UINT64RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tuint64.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	120	_UINT64RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nuint64.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	120	_UINT64RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nuint64.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	134	_SINT32RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tsint32.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	134	_SINT32RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tsint32.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	136	_SINT32RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nsint32.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	136	_SINT32RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nsint32.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	150	_SINT64RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tsint64.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	150	_SINT64RULES.fields_by_name['gt']._serialized_options = b'\302H\211\007\n{\n\tsint64.gt\032n!has(rules.lt) && !has(rul	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	152	_SINT64RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nsint64.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	152	_SINT64RULES.fields_by_name['gte']._serialized_options = b'\302H\324\007\n\211\001\n\nsint64.gte\032{!has(rules.lt) &&	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	166	_FIXED32RULES.fields_by_name['gt']._serialized_options = b'\302H\216\007\n\|\n\nfixed32.gt\032n!has(rules.lt) && !has(r	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	166	_FIXED32RULES.fields_by_name['gt']._serialized_options = b'\302H\216\007\n\|\n\nfixed32.gt\032n!has(rules.lt) && !has(r	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	168	_FIXED32RULES.fields_by_name['gte']._serialized_options = b'\302H\331\007\n\212\001\n\013fixed32.gte\032{!has(rules.lt	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	168	_FIXED32RULES.fields_by_name['gte']._serialized_options = b'\302H\331\007\n\212\001\n\013fixed32.gte\032{!has(rules.lt	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	182	_FIXED64RULES.fields_by_name['gt']._serialized_options = b'\302H\216\007\n\|\n\nfixed64.gt\032n!has(rules.lt) && !has(r	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	182	_FIXED64RULES.fields_by_name['gt']._serialized_options = b'\302H\216\007\n\|\n\nfixed64.gt\032n!has(rules.lt) && !has(r	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	184	_FIXED64RULES.fields_by_name['gte']._serialized_options = b'\302H\331\007\n\212\001\n\013fixed64.gte\032{!has(rules.lt	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	184	_FIXED64RULES.fields_by_name['gte']._serialized_options = b'\302H\331\007\n\212\001\n\013fixed64.gte\032{!has(rules.lt	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	198	_SFIXED32RULES.fields_by_name['gt']._serialized_options = b'\302H\223\007\n}\n\013sfixed32.gt\032n!has(rules.lt) && !h	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	198	_SFIXED32RULES.fields_by_name['gt']._serialized_options = b'\302H\223\007\n}\n\013sfixed32.gt\032n!has(rules.lt) && !h	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	200	_SFIXED32RULES.fields_by_name['gte']._serialized_options = b'\302H\336\007\n\213\001\n\014sfixed32.gte\032{!has(rules.	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	200	_SFIXED32RULES.fields_by_name['gte']._serialized_options = b'\302H\336\007\n\213\001\n\014sfixed32.gte\032{!has(rules.	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	214	_SFIXED64RULES.fields_by_name['gt']._serialized_options = b'\302H\223\007\n}\n\013sfixed64.gt\032n!has(rules.lt) && !h	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	214	_SFIXED64RULES.fields_by_name['gt']._serialized_options = b'\302H\223\007\n}\n\013sfixed64.gt\032n!has(rules.lt) && !h	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	216	_SFIXED64RULES.fields_by_name['gte']._serialized_options = b'\302H\336\007\n\213\001\n\014sfixed64.gte\032{!has(rules.	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	216	_SFIXED64RULES.fields_by_name['gte']._serialized_options = b'\302H\336\007\n\213\001\n\014sfixed64.gte\032{!has(rules.	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	258	_STRINGRULES.fields_by_name['hostname']._serialized_options = b'\302H\316\001\ne\n\017string.hostname\022\036value mus	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	260	_STRINGRULES.fields_by_name['ip']._serialized_options = b'\302H\264\001\nU\n\tstring.ip\022 value must be a valid IP a	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	262	_STRINGRULES.fields_by_name['ipv4']._serialized_options = b'\302H\301\001\n\\\n\013string.ipv4\022\"value must be a va	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	264	_STRINGRULES.fields_by_name['ipv6']._serialized_options = b'\302H\301\001\n\\\n\013string.ipv6\022\"value must be a va	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	266	_STRINGRULES.fields_by_name['uri']._serialized_options = b'\302H\253\001\nQ\n\nstring.uri\022\031value must be a valid	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	270	_STRINGRULES.fields_by_name['address']._serialized_options = b'\302H\370\001\n\201\001\n\016string.address\022-value m	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	272	_STRINGRULES.fields_by_name['uuid']._serialized_options = b'\302H\203\002\n\245\001\n\013string.uuid\022\032value must	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	274	_STRINGRULES.fields_by_name['tuuid']._serialized_options = b'\302H\332\001\ns\n\014string.tuuid\022\"value must be a v	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	276	_STRINGRULES.fields_by_name['ip_with_prefixlen']._serialized_options = b'\302H\364\001\nx\n\030string.ip_with_prefixle	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	278	_STRINGRULES.fields_by_name['ipv4_with_prefixlen']._serialized_options = b'\302H\253\002\n\223\001\n\032string.ipv4_wi	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	280	_STRINGRULES.fields_by_name['ipv6_with_prefixlen']._serialized_options = b'\302H\253\002\n\223\001\n\032string.ipv6_wi	CODE
HIGH⚡	gen/python/buf/validate/validate_pb2.py	282	_STRINGRULES.fields_by_name['ip_prefix']._serialized_options = b'\302H\330\001\nl\n\020string.ip_prefix\022\037value m	CODE
21 more matches not shown…

AI Structural Patterns125 hits · 125 pts

Severity	File	Line	Context
LOW	…python/flyteidl2/settings/settings_service_pb2_grpc.py	109	CODE
LOW	…python/flyteidl2/settings/settings_service_pb2_grpc.py	126	CODE
LOW	…python/flyteidl2/settings/settings_service_pb2_grpc.py	143	CODE
LOW	…python/flyteidl2/settings/settings_service_pb2_grpc.py	160	CODE
LOW	gen/python/flyteidl2/cluster/service_pb2_grpc.py	52	CODE
LOW	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	165	CODE
LOW	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	182	CODE
LOW	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	199	CODE
LOW	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	216	CODE
LOW	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	233	CODE
LOW	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	250	CODE
LOW	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	267	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	175	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	192	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	209	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	226	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	243	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	260	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	277	CODE
LOW	gen/python/flyteidl2/app/app_service_pb2_grpc.py	294	CODE
LOW	gen/python/flyteidl2/app/app_logs_service_pb2_grpc.py	52	CODE
LOW	gen/python/flyteidl2/auth/identity_pb2_grpc.py	56	CODE
LOW	gen/python/flyteidl2/auth/auth_service_pb2_grpc.py	80	CODE
LOW	gen/python/flyteidl2/auth/auth_service_pb2_grpc.py	97	CODE
LOW	gen/python/flyteidl2/org/domain_service_pb2_grpc.py	127	CODE
LOW	gen/python/flyteidl2/org/domain_service_pb2_grpc.py	144	CODE
LOW	gen/python/flyteidl2/org/domain_service_pb2_grpc.py	161	CODE
LOW	gen/python/flyteidl2/org/domain_service_pb2_grpc.py	178	CODE
LOW	gen/python/flyteidl2/org/domain_service_pb2_grpc.py	195	CODE
LOW	gen/python/flyteidl2/imagebuilder/service_pb2_grpc.py	52	CODE
LOW	…thon/flyteidl2/dataproxy/dataproxy_service_pb2_grpc.py	123	CODE
LOW	…thon/flyteidl2/dataproxy/dataproxy_service_pb2_grpc.py	140	CODE
LOW	…thon/flyteidl2/dataproxy/dataproxy_service_pb2_grpc.py	157	CODE
LOW	…thon/flyteidl2/dataproxy/dataproxy_service_pb2_grpc.py	174	CODE
LOW	…thon/flyteidl2/dataproxy/dataproxy_service_pb2_grpc.py	191	CODE
LOW	…python/flyteidl2/cacheservice/cacheservice_pb2_grpc.py	127	CODE
LOW	…python/flyteidl2/cacheservice/cacheservice_pb2_grpc.py	144	CODE
LOW	…python/flyteidl2/cacheservice/cacheservice_pb2_grpc.py	161	CODE
LOW	…python/flyteidl2/cacheservice/cacheservice_pb2_grpc.py	178	CODE
LOW	…python/flyteidl2/cacheservice/cacheservice_pb2_grpc.py	195	CODE
LOW	…hon/flyteidl2/cacheservice/v2/cacheservice_pb2_grpc.py	128	CODE
LOW	…hon/flyteidl2/cacheservice/v2/cacheservice_pb2_grpc.py	145	CODE
LOW	…hon/flyteidl2/cacheservice/v2/cacheservice_pb2_grpc.py	162	CODE
LOW	…hon/flyteidl2/cacheservice/v2/cacheservice_pb2_grpc.py	179	CODE
LOW	…hon/flyteidl2/cacheservice/v2/cacheservice_pb2_grpc.py	196	CODE
LOW	…n/python/flyteidl2/project/project_service_pb2_grpc.py	101	CODE
LOW	…n/python/flyteidl2/project/project_service_pb2_grpc.py	118	CODE
LOW	…n/python/flyteidl2/project/project_service_pb2_grpc.py	135	CODE
LOW	…n/python/flyteidl2/project/project_service_pb2_grpc.py	152	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	334	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	351	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	368	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	385	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	402	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	419	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	436	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	453	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	470	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	487	CODE
LOW	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	504	CODE
65 more matches not shown…

Self-Referential Comments30 hits · 90 pts

Severity	File	Line	Snippet	Context
MEDIUM	dataproxy/test/scripts/create_upload_location.sh	10	# Create a simple MD5 hash (16 bytes in base64)	COMMENT
MEDIUM	…python/flyteidl2/settings/settings_service_pb2_grpc.py	104	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/cluster/service_pb2_grpc.py	47	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…n/python/flyteidl2/trigger/trigger_service_pb2_grpc.py	159	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/app/app_service_pb2_grpc.py	169	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/app/app_logs_service_pb2_grpc.py	47	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/auth/identity_pb2_grpc.py	50	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/auth/auth_service_pb2_grpc.py	72	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/org/domain_service_pb2_grpc.py	120	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/imagebuilder/service_pb2_grpc.py	47	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…thon/flyteidl2/dataproxy/dataproxy_service_pb2_grpc.py	117	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…python/flyteidl2/cacheservice/cacheservice_pb2_grpc.py	120	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…hon/flyteidl2/cacheservice/v2/cacheservice_pb2_grpc.py	121	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…n/python/flyteidl2/project/project_service_pb2_grpc.py	96	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/workflow/run_service_pb2_grpc.py	328	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/workflow/state_service_pb2_grpc.py	84	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…on/flyteidl2/workflow/events_proxy_service_pb2_grpc.py	50	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…hon/flyteidl2/workflow/tracked_run_service_pb2_grpc.py	246	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/workflow/queue_service_pb2_grpc.py	84	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…python/flyteidl2/workflow/run_logs_service_pb2_grpc.py	50	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…on/flyteidl2/workflow/internal_run_service_pb2_grpc.py	133	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…thon/flyteidl2/workflow/translator_service_pb2_grpc.py	97	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/task/task_service_pb2_grpc.py	101	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/connector/service_pb2_grpc.py	122	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/connector/service_pb2_grpc.py	274	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…n/python/flyteidl2/actions/actions_service_pb2_grpc.py	130	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	…python/flyteidl2/artifact/artifact_service_pb2_grpc.py	201	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	gen/python/flyteidl2/secret/secret_pb2_grpc.py	111	# This class is part of an EXPERIMENTAL API.	COMMENT
MEDIUM	scripts/start-rustfs.sh	23	# Create the default bucket via S3 PUT request	COMMENT
MEDIUM	executor/config/crd/kustomizeconfig.yaml	1	# This file is for teaching kustomize how to substitute name and namespace reference in CRD	COMMENT

Hallucination Indicators7 hits · 70 pts

Severity	File	Line	Snippet	Context
CRITICAL	flyteplugins/go/tasks/plugins/k8s/ray/ray_test.go	2635	headLabels := rayJob.Spec.RayClusterSpec.HeadGroupSpec.Template.GetLabels()	CODE
CRITICAL	flyteplugins/go/tasks/plugins/k8s/ray/ray_test.go	2657	assert.NotContains(t, rayJob.Spec.RayClusterSpec.HeadGroupSpec.Template.GetLabels(), flytek8s.ManagedLabelKey)	CODE
CRITICAL	…yteplugins/go/tasks/plugins/k8s/ray/child_pods_test.go	132	"head": rayJob.Spec.RayClusterSpec.HeadGroupSpec.Template.GetLabels(),	CODE
CRITICAL	…yteplugins/go/tasks/plugins/k8s/ray/child_pods_test.go	172	"head": rayJob.Spec.RayClusterSpec.HeadGroupSpec.Template.GetLabels(),	CODE
CRITICAL	…go/tasks/pluginmachinery/secret/config/config_flags.go	71	cmdFlags.String(fmt.Sprintf("%v%v", prefix, "embeddedSecretManagerConfig.k8sConfig.kubeClientConfig.timeout"), DefaultC	CODE
CRITICAL	…sks/pluginmachinery/secret/config/config_flags_test.go	357	testValue := DefaultConfig.EmbeddedSecretManagerConfig.K8sConfig.KubeClientConfig.Timeout.String()	CODE
CRITICAL	runs/service/run_service_test.go	457	assert.Equal(t, core.CatalogCacheStatus_CACHE_HIT, resp.Msg.Details.Action.Status.GetCacheStatus())	CODE

Decorative Section Separators15 hits · 63 pts

Severity	File	Line	Snippet	Context
MEDIUM	charts/flyteconnector/values.yaml	1	# ---------------------------------------------------------------------	COMMENT
MEDIUM	charts/flyteconnector/values.yaml	3	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	79	// ┌──────────────┐	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	81	// ┌──────────► Unassigned │	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	83	// │ └──────┬───────┘	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	87	// │ ┌──────▼───────┐	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	89	// └──────────┼ + │	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	91	// └──────┬───────┘	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	95	// ┌──────▼───────┐	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	96	// ┌──────────► Pending │	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	97	// │ └──────┬───────┘	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	101	// │ ┌───────────▼────────────┐	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	102	// └─────┼ Stopped/Started/Failed │	COMMENT
MEDIUM⚡	gen/rust/src/flyteidl2.app.rs	103	// └────────────────────────┘	COMMENT
MEDIUM	.github/workflows/selfassign.yml	6	#------------------------------------------------------------	COMMENT

Hyper-Verbose Identifiers40 hits · 43 pts

Severity	File	Line	Snippet	Context
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	26	async def get_trigger_revision_details(self, request: flyteidl2_dot_trigger_dot_trigger__service__pb2.GetTriggerRevi	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	32	async def get_trigger_revision_history(self, request: flyteidl2_dot_trigger_dot_trigger__service__pb2.GetTriggerRevi	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	172	async def get_trigger_revision_details(	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	216	async def get_trigger_revision_history(	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	284	def get_trigger_revision_details(self, request: flyteidl2_dot_trigger_dot_trigger__service__pb2.GetTriggerRevisionDe	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	288	def get_trigger_revision_history(self, request: flyteidl2_dot_trigger_dot_trigger__service__pb2.GetTriggerRevisionHi	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	425	def get_trigger_revision_details(	CODE
LOW	gen/python/flyteidl2/trigger/trigger_service_connect.py	469	def get_trigger_revision_history(	CODE
LOW	…/python/flyteidl2/cacheservice/cacheservice_connect.py	29	async def get_or_extend_reservation(self, request: flyteidl2_dot_cacheservice_dot_cacheservice__pb2.GetOrExtendReser	CODE
LOW	…/python/flyteidl2/cacheservice/cacheservice_connect.py	164	async def get_or_extend_reservation(	CODE
LOW	…/python/flyteidl2/cacheservice/cacheservice_connect.py	212	def get_or_extend_reservation(self, request: flyteidl2_dot_cacheservice_dot_cacheservice__pb2.GetOrExtendReservation	CODE
LOW	…/python/flyteidl2/cacheservice/cacheservice_connect.py	345	def get_or_extend_reservation(	CODE
LOW	…thon/flyteidl2/cacheservice/v2/cacheservice_connect.py	30	async def get_or_extend_reservation(self, request: flyteidl2_dot_cacheservice_dot_v2_dot_cacheservice__pb2.GetOrExte	CODE
LOW	…thon/flyteidl2/cacheservice/v2/cacheservice_connect.py	165	async def get_or_extend_reservation(	CODE
LOW	…thon/flyteidl2/cacheservice/v2/cacheservice_connect.py	213	def get_or_extend_reservation(self, request: flyteidl2_dot_cacheservice_dot_v2_dot_cacheservice__pb2.GetOrExtendRese	CODE
LOW	…thon/flyteidl2/cacheservice/v2/cacheservice_connect.py	346	def get_or_extend_reservation(	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	29	def update_action_status_stream(self, request: AsyncIterator[flyteidl2_dot_workflow_dot_internal__run__service__pb2.	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	35	def record_action_event_stream(self, request: AsyncIterator[flyteidl2_dot_workflow_dot_internal__run__service__pb2.R	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	177	def update_action_status_stream(	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	217	def record_action_event_stream(	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	245	def update_action_status_stream(self, request: Iterator[flyteidl2_dot_workflow_dot_internal__run__service__pb2.Updat	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	249	def record_action_event_stream(self, request: Iterator[flyteidl2_dot_workflow_dot_internal__run__service__pb2.Record	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	390	def update_action_status_stream(	CODE
LOW	…hon/flyteidl2/workflow/internal_run_service_connect.py	430	def record_action_event_stream(	CODE
LOW⚡	…ython/flyteidl2/workflow/translator_service_connect.py	20	async def literals_to_launch_form_json(self, request: flyteidl2_dot_workflow_dot_translator__service__pb2.LiteralsTo	CODE
LOW⚡	…ython/flyteidl2/workflow/translator_service_connect.py	23	async def launch_form_json_to_literals(self, request: flyteidl2_dot_workflow_dot_translator__service__pb2.LaunchForm	CODE
LOW⚡	…ython/flyteidl2/workflow/translator_service_connect.py	26	async def task_spec_to_launch_form_json(self, request: flyteidl2_dot_workflow_dot_translator__service__pb2.TaskSpecT	CODE
LOW	…ython/flyteidl2/workflow/translator_service_connect.py	91	async def literals_to_launch_form_json(	CODE
LOW	…ython/flyteidl2/workflow/translator_service_connect.py	113	async def launch_form_json_to_literals(	CODE
LOW	…ython/flyteidl2/workflow/translator_service_connect.py	135	async def task_spec_to_launch_form_json(	CODE
LOW⚡	…ython/flyteidl2/workflow/translator_service_connect.py	181	def literals_to_launch_form_json(self, request: flyteidl2_dot_workflow_dot_translator__service__pb2.LiteralsToLaunch	CODE
LOW⚡	…ython/flyteidl2/workflow/translator_service_connect.py	183	def launch_form_json_to_literals(self, request: flyteidl2_dot_workflow_dot_translator__service__pb2.LaunchFormJsonTo	CODE
LOW⚡	…ython/flyteidl2/workflow/translator_service_connect.py	185	def task_spec_to_launch_form_json(self, request: flyteidl2_dot_workflow_dot_translator__service__pb2.TaskSpecToLaunc	CODE
LOW	…ython/flyteidl2/workflow/translator_service_connect.py	248	def literals_to_launch_form_json(	CODE
LOW	…ython/flyteidl2/workflow/translator_service_connect.py	270	def launch_form_json_to_literals(	CODE
LOW	…ython/flyteidl2/workflow/translator_service_connect.py	292	def task_spec_to_launch_form_json(	CODE
LOW	…/python/flyteidl2/artifact/artifact_service_connect.py	32	async def list_artifact_metadata_keys(self, request: flyteidl2_dot_artifact_dot_artifact__service__pb2.ListArtifactM	CODE
LOW	…/python/flyteidl2/artifact/artifact_service_connect.py	242	async def list_artifact_metadata_keys(	CODE
LOW	…/python/flyteidl2/artifact/artifact_service_connect.py	358	def list_artifact_metadata_keys(self, request: flyteidl2_dot_artifact_dot_artifact__service__pb2.ListArtifactMetadat	CODE
LOW	…/python/flyteidl2/artifact/artifact_service_connect.py	563	def list_artifact_metadata_keys(	CODE

Modern AI Meta-Vocabulary10 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/rfcs/20260804_settings_service.md	82	### Example 2 — resource guardrails	COMMENT
MEDIUM	executor/test/e2e/e2e_test.go	266	// +kubebuilder:scaffold:e2e-webhooks-checks	COMMENT
MEDIUM	executor/config/crd/kustomization.yaml	6	# +kubebuilder:scaffold:crdkustomizeresource	COMMENT
MEDIUM	executor/config/crd/kustomization.yaml	11	# +kubebuilder:scaffold:crdkustomizewebhookpatch	COMMENT
MEDIUM⚡	executor/config/default/kustomization.yaml	225	# targets: # Do not remove or uncomment the following scaffold marker; required to generate code for target CRD.	COMMENT
MEDIUM⚡	executor/config/default/kustomization.yaml	226	# +kubebuilder:scaffold:crdkustomizecainjectionns	COMMENT
MEDIUM⚡	executor/config/default/kustomization.yaml	233	# targets: # Do not remove or uncomment the following scaffold marker; required to generate code for target CRD.	COMMENT
MEDIUM⚡	executor/config/default/kustomization.yaml	234	# +kubebuilder:scaffold:crdkustomizecainjectionname	COMMENT
MEDIUM	executor/config/samples/kustomization.yaml	4	# +kubebuilder:scaffold:manifestskustomizesamples	COMMENT
MEDIUM	executor/pkg/controller/suite_test.go	74	// +kubebuilder:scaffold:scheme	COMMENT

Fake / Example Data18 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	…plugins/k8s/kfoperators/common/common_operator_test.go	359	id := "dummy-id"	CODE
LOW	flyteplugins/tests/end_to_end.go	245	secretManager.EXPECT().Get(ctx, mock.Anything).Return("fake-token", nil)	CODE
LOW	flytestdlib/cache/in_memory_auto_refresh_test.go	232	itemID := "dummy_id"	CODE
LOW	flytestdlib/cache/in_memory_auto_refresh_test.go	271	itemID := "dummy_id"	CODE
LOW	flytestdlib/autorefreshcache/auto_refresh_test.go	170	itemID := "dummy_id"	CODE
LOW	flytestdlib/autorefreshcache/auto_refresh_test.go	202	itemID := "dummy_id"	CODE
LOW	actions/k8s/client_condition_test.go	161	require.NoError(t, c.Signal(ctx, condID, boolLiteral(true), "user@example.com"))	CODE
LOW	actions/k8s/client_condition_test.go	166	assert.Equal(t, "user@example.com", ta.Status.SignalledBy)	CODE
LOW	actions/k8s/client_condition_test.go	254	ta.Status.SignalledBy = "user@example.com"	CODE
LOW	actions/k8s/client_condition_test.go	269	r.Msg.GetPrincipal().GetUser().GetId().GetSubject() == "user@example.com"	CODE
LOW	actions/service/actions_service_test.go	188	User: &common.User{Id: &common.UserIdentifier{Subject: "user@example.com"}},	CODE
LOW	actions/service/actions_service_test.go	196	m.EXPECT().Signal(mock.Anything, testActionID, value, "user@example.com").Return(nil)	CODE
LOW	executor/pkg/controller/taskaction_condition_test.go	141	ta.Status.SignalledBy = "user@example.com"	CODE
LOW	executor/pkg/controller/taskaction_condition_test.go	154	Expect(ta.Status.SignalledBy).To(Equal("user@example.com"))	CODE
LOW	runs/repository/impl/task_test.go	44	DeployedBy: "user@example.com",	CODE
LOW	runs/repository/transformers/task_test.go	111	DeployedBy: "user@example.com",	CODE
LOW	runs/service/condition_test.go	76	User: &common.User{Id: &common.UserIdentifier{Subject: "user@example.com"}},	CODE
LOW	runs/service/condition_test.go	173	User: &common.User{Id: &common.UserIdentifier{Subject: "user@example.com"}},	CODE

TODO Padding10 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	…asks/pluginmachinery/catalog/async_client_impl_test.go	202	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/config_test.go	18	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/config_test.go	32	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/logger_test.go	470	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/logger_test.go	491	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/logger_test.go	511	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/logger_test.go	531	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/logger_test.go	550	// TODO: Add test cases.	COMMENT
LOW	flytestdlib/logger/logger_test.go	568	// TODO: Add test cases.	COMMENT
LOW	dataproxy/converter/literal_json_converter.go	1214	// TODO: implement offloaded metadata conversion	COMMENT

Redundant / Tautological Comments9 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	scripts/docker-dev.sh	55	# Check if Docker is running	COMMENT
LOW	.github/workflows/check-generate.yml	30	# Check if gen.Dockerfile or build workflow was modified	COMMENT
LOW	.github/workflows/regenerate-on-comment.yml	43	# Check if gen.Dockerfile was modified	COMMENT
LOW	runs/start-postgres.sh	18	# Check if it's ready	COMMENT
LOW	runs/test.sh	14	# Check if PostgreSQL is running	COMMENT
LOW	runs/test.sh	21	# Check if PostgreSQL is accessible	COMMENT
LOW	runs/test.sh	38	# Check if the service binary exists	COMMENT
LOW	runs/test.sh	46	# Check if the client binary exists	COMMENT
LOW	runs/test.sh	62	# Check if service is running	COMMENT

Verbosity Indicators5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	actions/k8s/client_test.go	874	// Step 1: the coalesced ADDED is processed but the object is already gone — nothing	COMMENT
LOW⚡	actions/k8s/client_test.go	880	// Step 2: the DELETE tombstone (still carries Spec) must create the row, then abort it.	COMMENT
LOW	runs/service/run_service.go	1281	// Step 1: Send initial state from DB	COMMENT
LOW⚡	runs/service/run_service.go	1339	// Step 1: Subscribe to updates first to avoid missing events that arrive	COMMENT
LOW⚡	runs/service/run_service.go	1345	// Step 2: Send existing runs that match filter	COMMENT

Structural Annotation Overuse5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	actions/k8s/client_test.go	874	// Step 1: the coalesced ADDED is processed but the object is already gone — nothing	COMMENT
LOW⚡	actions/k8s/client_test.go	880	// Step 2: the DELETE tombstone (still carries Spec) must create the row, then abort it.	COMMENT
LOW	runs/service/run_service.go	1281	// Step 1: Send initial state from DB	COMMENT
LOW⚡	runs/service/run_service.go	1339	// Step 1: Subscribe to updates first to avoid missing events that arrive	COMMENT
LOW⚡	runs/service/run_service.go	1345	// Step 2: Send existing runs that match filter	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ins/go/tasks/pluginmachinery/flytek8s/config/config.go	303	// can leverage this for better bin-packing and using low-reliability cheaper machines.	COMMENT
MEDIUM	…lerplate/flyte/golang_test_targets/download_tooling.sh	7	# pins. To facilitate this, we're maintaining two sets of go.mod/sum files - the second one only for tooling. This is	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docs/BACKEND_README.md	141	The `gen/` directory contains auto-generated code and should not be manually edited. Changes to generated code should be	CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/docker-dev.sh	3	# Usage:	COMMENT
LOW	.github/workflows/selfassign.yml	3	# Usage:	COMMENT

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	boilerplate/flyte/end2end/test_run.py	45	except Exception:	CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	boilerplate/flyte/end2end/test_run.py	55		CODE

flyteorg/flyte

Open-Source Code Quality, Security and Technical Debt Review