1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.6K

Stars

Language

2.5M

Lines of Code

13.0K

Files

2.3K

Pattern Hits

2026-10-31

Scan Date

0.01

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 3.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2071 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 103 finding(s).

Agent Over-Engineering Ratio 1.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 449 finding(s).

PR Review Velocity Impact 6.1/100 · LOW

Which changes need focused human review? 2349 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 2HIGH 143MEDIUM 40LOW 2164

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 2349 distinct pattern matches across 22 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 Block1742 hits · 1661 pts

Severity	File	Line	Snippet	Context
LOW	.golangci.yml	41	# All these excludes have been added on a case-by-cases basis, after reviewing the specific code that triggered	COMMENT
LOW	cmd/dump-id/main.go	1	// Command dump-id decodes a dagql call ID (a "recipe") and reports on it.	COMMENT
LOW	cmd/codegen/generator/generator.go	41	// over the output directory.	COMMENT
LOW	cmd/codegen/generator/go/generate_module.go	121	// the deps schema via schemaTools — self-calls are always enabled for Go.	COMMENT
LOW	cmd/codegen/generator/go/templates/functions.go	401	// don't create methods on query for the env itself,	COMMENT
LOW	cmd/codegen/generator/go/templates/introspect_emit.go	121	}	COMMENT
LOW	cmd/codegen/generator/go/templates/introspect_emit.go	441	return false	COMMENT
LOW	cmd/codegen/generator/go/templates/modules.go	61		COMMENT
LOW	cmd/codegen/generator/typescript/generator.go	61	}	COMMENT
LOW	cmd/codegen/generator/typescript/templates/functions.go	741		COMMENT
LOW	cmd/dnsname/main.go	1	// Copyright 2019 dnsname authors	COMMENT
LOW	core/object.go	901	return fields, owned, nil	COMMENT
LOW	core/object.go	1841	// user-defined functions in module object types into callable GraphQL fields.	COMMENT
LOW	core/llm_router.go	21		COMMENT
LOW	core/llm_router.go	561	default:	COMMENT
LOW	core/query.go	81		COMMENT
LOW	core/query.go	101		COMMENT
LOW	core/container_exec.go	2281	// one identical value. ProfArgs is json:"-", so this cannot perturb a cache key.	COMMENT
LOW	core/gqlformat.go	21	func formatGqlDescription(desc string) string {	COMMENT
LOW	core/changeset_native.go	181	return err	COMMENT
LOW	core/git_hostdir.go	21		COMMENT
LOW	core/git_hostdir.go	41	// session RPCs and the Host.__gitDir selection).	COMMENT
LOW	core/git_hostdir.go	381	} else if originURL != "" {	COMMENT
LOW	core/container_parts.go	41	ContainerLazyGroupMetadata dagql.LazyGroupKey = "metadata"	COMMENT
LOW	core/container_parts.go	61	type LazyContainerParts interface {	COMMENT
LOW	core/container_parts.go	901	dst.DefaultArgs = parentCtr.DefaultArgs	COMMENT
LOW	core/dag_call_telemetry.go	21	// the same structural reason: a span attribute can only describe a span that	COMMENT
LOW	core/dag_call_telemetry.go	41	// the same delivery-domain store, so the closure walk below publishes logs	COMMENT
LOW	core/git.go	1441	// inherited, the worktree already holding exactly ref's tree with	COMMENT
LOW	core/trace_inspect.go	21	// differs is where the DB comes from. The console reads the frontend's live	COMMENT
LOW	core/llm_otel.go	21		COMMENT
LOW	core/services.go	81	// start gets a fresh startingService, deleted from ss.starting when it	COMMENT
LOW	core/services.go	181	// ExitedService is a tombstone for a service that ran and has since exited.	COMMENT
LOW	core/service.go	1641	Service dagql.ObjectResult[*Service]	COMMENT
LOW	core/git_local_cow.go	21	bkclient "github.com/dagger/dagger/internal/buildkit/client"	COMMENT
LOW	core/git_local_cow.go	121	}	COMMENT
LOW	core/git_local_cow.go	381	// retained checkout of ref that doGitCheckout would build in an empty	COMMENT
LOW	core/agent_control.go	221	// archives must verify the selected recipe closure.	COMMENT
LOW	core/llm_artifacts.go	21	// so an address sees the state the tools have now, not a fresh	COMMENT
LOW	core/llm_artifacts.go	61	// mergeScopeArtifacts combines the bound and workspace parts of a scope. A	COMMENT
LOW	core/llm_openai_codex.go	41		COMMENT
LOW	core/persisted_saved_relocation_test.go	21	// re-encode. The relocated values are attached as ordinary rows on a	COMMENT
LOW	core/agents.go	221	return &Expertise{Artifact: artifact.(*Artifact)}, nil	COMMENT
LOW	core/agents.go	241	// of another module the entry calls, are re-stamped as the entry's module's	COMMENT
LOW	core/agents.go	441	// prompts and skill directories entry added with another owner: those a	COMMENT
LOW	core/call_inspect.go	21	// render it in the views cmd/dump-id offers for a saved ID (dagui.RecipeGraph)	COMMENT
LOW	core/typedef.go	2461	// dagql ID. It is engine-side only (not persisted, not sent to the module),	COMMENT
LOW	core/typedef.go	2481	// processSpan is the span that the processes started for this call parent	COMMENT
LOW	core/changeset.go	201	//	COMMENT
LOW	core/changeset.go	1021	// logOut/logErr receive the command's own diagnostics, never the patch data.	COMMENT
LOW	core/changeset.go	1161	// "diff --git a/f a/f". Real git always writes "diff --git a/<path> b/<path>"	COMMENT
LOW	core/changeset.go	1641		COMMENT
LOW	core/llm.go	101	// Installed as a field with version-specific visibility in core/schema/llm.go rather than via	COMMENT
LOW	core/llm.go	161		COMMENT
LOW	core/llm.go	181	// thinking_level). Empty or "none" disables reasoning. Models that don't	COMMENT
LOW	core/llm.go	1901		COMMENT
LOW	core/llm.go	2001	// stateSelectors re-records the in-step state changes — a Changeset overlaid	COMMENT
LOW	core/llm.go	2081	return sels, nil	COMMENT
LOW	core/telemetry.go	41	// Static, debug-independent profiling-skip classification, SEPARATE from the	COMMENT
LOW	core/telemetry.go	101		COMMENT
1682 more matches not shown…

Cross-File Repetition123 hits · 615 pts

Severity	File	Line	Snippet	Context
HIGH	core/integration/agents_test.go	0	a basic coding agent, for @agent integration tests.	STRING
HIGH	…on/testdata/agents/editor-py/src/editor_py/__init__.py	0	a basic coding agent, for @agent integration tests.	STRING
HIGH	…ration/testdata/agents/editor-py/src/editor_py/main.py	0	a basic coding agent, for @agent integration tests.	STRING
HIGH	…lo-with-checks-py/src/hello_with_checks_py/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	…lueprint/myblueprint-py/src/myblueprint_py/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	…generators-py/src/hello_with_generators_py/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	…nippets/modules/testing/python/src/greeter/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	…nippets/modules/testing/python/src/greeter/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	…nippets/modules/testing/python/src/greeter/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	…nippets/modules/testing/python/src/greeter/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	sdk/python/runtime/template/__init__.py	0	a generated module for main functions this module has been generated via an sdk's module init command and serves as a re	STRING
HIGH	…kbook/snippets/clone-git-repository-ssh/python/main.py	0	demonstrates an ssh-based clone requiring a user-supplied ssh_auth_socket.	STRING
HIGH	…kbook/snippets/clone-git-repository-ssh/python/main.py	0	demonstrates an ssh-based clone requiring a user-supplied ssh_auth_socket.	STRING
HIGH	…kbook/snippets/clone-git-repository-ssh/python/main.py	0	demonstrates an ssh-based clone requiring a user-supplied ssh_auth_socket.	STRING
HIGH	…kbook/snippets/clone-git-repository-ssh/python/main.py	0	demonstrates an ssh-based clone requiring a user-supplied ssh_auth_socket.	STRING
HIGH	…/cookbook/snippets/clone-git-repository/python/main.py	0	demonstrates cloning a git repository over http(s). for ssh usage, see the ssh snippet (clone_with_ssh).	STRING
HIGH	…/cookbook/snippets/clone-git-repository/python/main.py	0	demonstrates cloning a git repository over http(s). for ssh usage, see the ssh snippet (clone_with_ssh).	STRING
HIGH	…/cookbook/snippets/clone-git-repository/python/main.py	0	demonstrates cloning a git repository over http(s). for ssh usage, see the ssh snippet (clone_with_ssh).	STRING
HIGH	…/cookbook/snippets/clone-git-repository/python/main.py	0	demonstrates cloning a git repository over http(s). for ssh usage, see the ssh snippet (clone_with_ssh).	STRING
HIGH	…0/cookbook/snippets/env-use-directories/python/main.py	0	you have access to a directory containing various files. translate only the readme file in the directory to french and s	STRING
HIGH	…8/cookbook/snippets/env-use-directories/python/main.py	0	you have access to a directory containing various files. translate only the readme file in the directory to french and s	STRING
HIGH	…9/cookbook/snippets/env-use-directories/python/main.py	0	you have access to a directory containing various files. translate only the readme file in the directory to french and s	STRING
HIGH	…1/cookbook/snippets/env-use-directories/python/main.py	0	you have access to a directory containing various files. translate only the readme file in the directory to french and s	STRING
HIGH	…book/snippets/builds/dockerfile-context/python/main.py	0	build and publish image from dockerfile this example uses a build context directory in a different location than the cur	STRING
HIGH	…book/snippets/builds/dockerfile-context/python/main.py	0	build and publish image from dockerfile this example uses a build context directory in a different location than the cur	STRING
HIGH	…book/snippets/builds/dockerfile-context/python/main.py	0	build and publish image from dockerfile this example uses a build context directory in a different location than the cur	STRING
HIGH	…book/snippets/builds/dockerfile-context/python/main.py	0	build and publish image from dockerfile this example uses a build context directory in a different location than the cur	STRING
HIGH	…book/snippets/builds/dockerfile-context/python/main.py	0	build and publish image from dockerfile this example uses a build context directory in a different location than the cur	STRING
HIGH	…book/snippets/builds/dockerfile-context/python/main.py	0	build and publish image from dockerfile this example uses a build context directory in a different location than the cur	STRING
HIGH	…cookbook/snippets/continue-after-errors/python/main.py	0	#!/bin/sh echo "test suite" echo "==========" echo "test 1: pass" \| tee -a report.txt echo "test 2: fail" \| tee -a repor	STRING
HIGH	…cookbook/snippets/continue-after-errors/python/main.py	0	#!/bin/sh echo "test suite" echo "==========" echo "test 1: pass" \| tee -a report.txt echo "test 2: fail" \| tee -a repor	STRING
HIGH	…cookbook/snippets/continue-after-errors/python/main.py	0	#!/bin/sh echo "test suite" echo "==========" echo "test 1: pass" \| tee -a report.txt echo "test 2: fail" \| tee -a repor	STRING
HIGH	…cookbook/snippets/continue-after-errors/python/main.py	0	#!/bin/sh echo "test suite" echo "==========" echo "test 1: pass" \| tee -a report.txt echo "test 2: fail" \| tee -a repor	STRING
HIGH	…cookbook/snippets/continue-after-errors/python/main.py	0	#!/bin/sh echo "test suite" echo "==========" echo "test 1: pass" \| tee -a report.txt echo "test 2: fail" \| tee -a repor	STRING
HIGH	…cookbook/snippets/continue-after-errors/python/main.py	0	#!/bin/sh echo "test suite" echo "==========" echo "test 1: pass" \| tee -a report.txt echo "test 2: fail" \| tee -a repor	STRING
HIGH	…20/cookbook/snippets/env-use-containers/python/main.py	0	you are a software engineer with deep knowledge of web application development. you have access to a container. install	STRING
HIGH	…18/cookbook/snippets/env-use-containers/python/main.py	0	you are a software engineer with deep knowledge of web application development. you have access to a container. install	STRING
HIGH	…19/cookbook/snippets/env-use-containers/python/main.py	0	you are a software engineer with deep knowledge of web application development. you have access to a container. install	STRING
HIGH	…21/cookbook/snippets/env-use-containers/python/main.py	0	you are a software engineer with deep knowledge of web application development. you have access to a container. install	STRING
HIGH	….20/cookbook/snippets/copy-file-runtime/python/main.py	0	copy a file to the dagger module runtime container for custom processing	STRING
HIGH	….18/cookbook/snippets/copy-file-runtime/python/main.py	0	copy a file to the dagger module runtime container for custom processing	STRING
HIGH	….16/cookbook/snippets/copy-file-runtime/python/main.py	0	copy a file to the dagger module runtime container for custom processing	STRING
HIGH	….17/cookbook/snippets/copy-file-runtime/python/main.py	0	copy a file to the dagger module runtime container for custom processing	STRING
HIGH	….19/cookbook/snippets/copy-file-runtime/python/main.py	0	copy a file to the dagger module runtime container for custom processing	STRING
HIGH	….21/cookbook/snippets/copy-file-runtime/python/main.py	0	copy a file to the dagger module runtime container for custom processing	STRING
HIGH	…-0.20/cookbook/snippets/copy-modify-dir/python/main.py	0	return a container with a specified directory and an additional file	STRING
HIGH	…-0.18/cookbook/snippets/copy-modify-dir/python/main.py	0	return a container with a specified directory and an additional file	STRING
HIGH	…-0.16/cookbook/snippets/copy-modify-dir/python/main.py	0	return a container with a specified directory and an additional file	STRING
HIGH	…-0.17/cookbook/snippets/copy-modify-dir/python/main.py	0	return a container with a specified directory and an additional file	STRING
HIGH	…-0.19/cookbook/snippets/copy-modify-dir/python/main.py	0	return a container with a specified directory and an additional file	STRING
HIGH	…-0.21/cookbook/snippets/copy-modify-dir/python/main.py	0	return a container with a specified directory and an additional file	STRING
HIGH	…ookbook/snippets/env-use-multiple-types/python/main.py	0	you have access to a golang container. you also have access to a directory containing go source code. mount the director	STRING
HIGH	…ookbook/snippets/env-use-multiple-types/python/main.py	0	you have access to a golang container. you also have access to a directory containing go source code. mount the director	STRING
HIGH	…ookbook/snippets/env-use-multiple-types/python/main.py	0	you have access to a golang container. you also have access to a directory containing go source code. mount the director	STRING
HIGH	…ookbook/snippets/env-use-multiple-types/python/main.py	0	you have access to a golang container. you also have access to a directory containing go source code. mount the director	STRING
HIGH	….20/cookbook/snippets/tag-publish-image/python/main.py	0	tag a container image multiple times and publish it to a private registry	STRING
HIGH	….18/cookbook/snippets/tag-publish-image/python/main.py	0	tag a container image multiple times and publish it to a private registry	STRING
HIGH	….16/cookbook/snippets/tag-publish-image/python/main.py	0	tag a container image multiple times and publish it to a private registry	STRING
HIGH	….17/cookbook/snippets/tag-publish-image/python/main.py	0	tag a container image multiple times and publish it to a private registry	STRING
HIGH	….19/cookbook/snippets/tag-publish-image/python/main.py	0	tag a container image multiple times and publish it to a private registry	STRING
63 more matches not shown…

Hyper-Verbose Identifiers267 hits · 262 pts

Severity	File	Line	Snippet	Context
LOW	…/src/testdata/type_test_enum_without_directive_want.ts	14	export function NetworkProtocolValueToName(value: NetworkProtocol): string {	CODE
LOW	…/src/testdata/type_test_enum_without_directive_want.ts	29	export function NetworkProtocolNameToValue(name: string): NetworkProtocol {	CODE
LOW	…tes/src/testdata/type_test_enum_with_directive_want.ts	17	export function ImageLayerCompressionValueToName(value: ImageLayerCompression): string {	CODE
LOW	…tes/src/testdata/type_test_enum_with_directive_want.ts	36	export function ImageLayerCompressionNameToValue(name: string): ImageLayerCompression {	CODE
LOW	core/integration/module_type_test.go	1187	def from_image_layer_compression(self, image_layer_compression: dagger.ImageLayerCompression) -> str:	CODE
LOW	core/integration/module_type_test.go	1191	def to_image_layer_compression(self, image_layer_compression: str) -> dagger.ImageLayerCompression:	CODE
LOW	core/integration/module_path_inputs_test.go	682	async def too_high_relative_dir_path(	CODE
LOW	core/integration/module_path_inputs_test.go	698	async def too_high_relative_file_path(	CODE
LOW	…/path-context-directory-08/dagger/src/test/__init__.py	9	async def too_high_relative_dir_path(	CODE
LOW	…/path-context-directory-08/dagger/src/test/__init__.py	25	async def too_high_relative_file_path(	CODE
LOW	…/modules/python/type-enum-type-06/src/test/__init__.py	7	def from_image_layer_compression(self, image_layer_compression: dagger.ImageLayerCompression) -> str:	CODE
LOW	…/modules/python/type-enum-type-06/src/test/__init__.py	11	def to_image_layer_compression(self, image_layer_compression: str) -> dagger.ImageLayerCompression:	CODE
LOW	…stdata/modules/python/ifaces/impl/src/impl/__init__.py	132	def with_other_iface_by_iface(self, other: LocalOtherIface) -> typing.Self:	CODE
LOW	…stdata/modules/python/ifaces/impl/src/impl/__init__.py	137	def dynamic_other_iface_by_iface_list(self) -> list[LocalOtherIface]:	CODE
LOW	…stdata/modules/python/ifaces/test/src/test/__init__.py	92	def with_other_iface_by_iface(self, other: OtherIface) -> typing.Self: ...	CODE
LOW	…stdata/modules/python/ifaces/test/src/test/__init__.py	95	async def dynamic_other_iface_by_iface_list(self) -> list[OtherIface]: ...	CODE
LOW	…stdata/modules/python/ifaces/test/src/test/__init__.py	227	def with_other_iface_by_iface(	CODE
LOW	…stdata/modules/python/ifaces/test/src/test/__init__.py	233	async def dynamic_other_iface_by_iface_list(	CODE
LOW	…/modules/python/ifaces/.dagger/src/caller/test_main.py	175	async def test_static_other_iface_list(iface: dagger.TestCustomIface):	CODE
LOW	…/modules/python/ifaces/.dagger/src/caller/test_main.py	183	async def test_dynamic_other_iface_list(impl: dagger.Impl):	CODE
LOW	…/modules/python/ifaces/.dagger/src/caller/test_main.py	203	async def test_dynamic_other_iface_by_iface_list(impl: dagger.Impl):	CODE
LOW	…/modules/python/ifaces/.dagger/src/caller/test_main.py	240	async def test_parent_iface_fields_basic(impl: dagger.Impl):	CODE
LOW	…/modules/python/ifaces/.dagger/src/caller/test_main.py	269	async def test_parent_iface_fields_optionals(iface: dagger.TestCustomIface):	CODE
LOW	…/modules/python/ifaces/.dagger/src/caller/test_main.py	280	async def test_parent_iface_fields_return_custom_obj(impl: dagger.Impl):	CODE
LOW	…/cookbook/snippets/copy-filter-dir-post/python/main.py	10	def copy_directory_with_exclusions(	CODE
LOW	…ook/snippets/copy-filter-dir-post/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	…-0.20/cookbook/snippets/copy-modify-dir/python/main.py	10	def copy_and_modify_directory(	CODE
LOW	…0/cookbook/snippets/copy-filter-dir-pre/python/main.py	10	async def copy_directory_with_exclusions(	CODE
LOW	…book/snippets/copy-filter-dir-pre/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	…/cookbook/snippets/copy-filter-dir-post/python/main.py	10	def copy_directory_with_exclusions(	CODE
LOW	…ook/snippets/copy-filter-dir-post/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	…-0.18/cookbook/snippets/copy-modify-dir/python/main.py	10	def copy_and_modify_directory(	CODE
LOW	…8/cookbook/snippets/copy-filter-dir-pre/python/main.py	10	async def copy_directory_with_exclusions(	CODE
LOW	…book/snippets/copy-filter-dir-pre/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	…/cookbook/snippets/copy-filter-dir-post/python/main.py	10	def copy_directory_with_exclusions(	CODE
LOW	…-0.16/cookbook/snippets/copy-modify-dir/python/main.py	10	def copy_and_modify_directory(	CODE
LOW	…6/cookbook/snippets/copy-filter-dir-pre/python/main.py	10	async def copy_directory_with_exclusions(	CODE
LOW	…/cookbook/snippets/copy-filter-dir-post/python/main.py	10	def copy_directory_with_exclusions(	CODE
LOW	…-0.17/cookbook/snippets/copy-modify-dir/python/main.py	10	def copy_and_modify_directory(	CODE
LOW	…7/cookbook/snippets/copy-filter-dir-pre/python/main.py	10	async def copy_directory_with_exclusions(	CODE
LOW	…/cookbook/snippets/copy-filter-dir-post/python/main.py	10	def copy_directory_with_exclusions(	CODE
LOW	…ook/snippets/copy-filter-dir-post/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	…-0.19/cookbook/snippets/copy-modify-dir/python/main.py	10	def copy_and_modify_directory(	CODE
LOW	…9/cookbook/snippets/copy-filter-dir-pre/python/main.py	10	async def copy_directory_with_exclusions(	CODE
LOW	…book/snippets/copy-filter-dir-pre/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	…/cookbook/snippets/copy-filter-dir-post/python/main.py	10	def copy_directory_with_exclusions(	CODE
LOW	…ook/snippets/copy-filter-dir-post/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	…-0.21/cookbook/snippets/copy-modify-dir/python/main.py	10	def copy_and_modify_directory(	CODE
LOW	…1/cookbook/snippets/copy-filter-dir-pre/python/main.py	10	async def copy_directory_with_exclusions(	CODE
LOW	…book/snippets/copy-filter-dir-pre/php/src/MyModule.php	21	public function copyDirectoryWithExclusions(	CODE
LOW	docs/src/theme/DocSidebar/Desktop/index.tsx	14	function scrollActiveSidebarItemIntoView(sidebar: HTMLElement) {	CODE
LOW	docs/src/theme/NavbarItem/ComponentTypes.tsx	9	function DocsVersionSelectNavbarItem({ className }: { className?: string }) {	CODE
LOW⚡	.dagger/modules/release/publish_check.go	2470	def write_github_content_record(owner, repo, content_path, content):	CODE
LOW⚡	.dagger/modules/release/publish_check.go	2476	def write_github_release_record(tag, payload):	CODE
LOW⚡	.dagger/modules/release/publish_check.go	2480	def write_github_asset_record(asset_name, body):	CODE
LOW	…thon/tests/provisioning/test_integration_connection.py	16	async def test_connection_closed_error():	CODE
LOW	…thon/tests/provisioning/test_integration_connection.py	39	async def test_connection_close_does_not_warn_about_unclosed_stderr_pipe():	CODE
LOW	sdk/python/tests/provisioning/test_cli_fallback.py	21	def test_fallback_to_local_cli(	CODE
LOW	sdk/python/tests/provisioning/test_cli_fallback.py	42	def test_no_fallback_to_local_cli_for_other_errors():	CODE
LOW	sdk/python/tests/provisioning/test_cli_fallback.py	51	def test_fallback_preserves_download_and_path_errors(	CODE
207 more matches not shown…

Cross-Language Confusion20 hits · 98 pts

Severity	File	Line	Snippet	Context
HIGH	…20/cookbook/snippets/terminal-container/python/main.py	13	.with_exec(["sh", "-c", "echo hello world > /foo && cat /foo"])	CODE
HIGH	…services/create-interdependent-services/python/main.py	18	"nginx & while true; do curl svcb:80 && sleep 1; done",	CODE
HIGH	…services/create-interdependent-services/python/main.py	34	"nginx & while true; do curl svca:80 && sleep 1; done",	CODE
HIGH	…18/cookbook/snippets/terminal-container/python/main.py	13	.with_exec(["sh", "-c", "echo hello world > /foo && cat /foo"])	CODE
HIGH	…services/create-interdependent-services/python/main.py	18	"nginx & while true; do curl svcb:80 && sleep 1; done",	CODE
HIGH	…services/create-interdependent-services/python/main.py	34	"nginx & while true; do curl svca:80 && sleep 1; done",	CODE
HIGH	…i/snippets/debugging/python/terminal-container/main.py	13	.with_exec(["sh", "-c", "echo hello world > /foo && cat /foo"])	CODE
HIGH	…services/create-interdependent-services/python/main.py	18	"nginx & while true; do curl svcb:80 && sleep 1; done",	CODE
HIGH	…services/create-interdependent-services/python/main.py	34	"nginx & while true; do curl svca:80 && sleep 1; done",	CODE
HIGH	…i/snippets/debugging/python/terminal-container/main.py	13	.with_exec(["sh", "-c", "echo hello world > /foo && cat /foo"])	CODE
HIGH	…services/create-interdependent-services/python/main.py	18	"nginx & while true; do curl svcb:80 && sleep 1; done",	CODE
HIGH	…services/create-interdependent-services/python/main.py	34	"nginx & while true; do curl svca:80 && sleep 1; done",	CODE
HIGH	…19/cookbook/snippets/terminal-container/python/main.py	13	.with_exec(["sh", "-c", "echo hello world > /foo && cat /foo"])	CODE
HIGH	…services/create-interdependent-services/python/main.py	18	"nginx & while true; do curl svcb:80 && sleep 1; done",	CODE
HIGH	…services/create-interdependent-services/python/main.py	34	"nginx & while true; do curl svca:80 && sleep 1; done",	CODE
HIGH	…21/cookbook/snippets/terminal-container/python/main.py	13	.with_exec(["sh", "-c", "echo hello world > /foo && cat /foo"])	CODE
HIGH	…services/create-interdependent-services/python/main.py	18	"nginx & while true; do curl svcb:80 && sleep 1; done",	CODE
HIGH	…services/create-interdependent-services/python/main.py	34	"nginx & while true; do curl svca:80 && sleep 1; done",	CODE
HIGH	sdk/python/tests/client/test_integration.py	186	.with_exec(["sh", "-c", "test $FOO = bar && test $TOKEN = baz"])	STRING
HIGH	sdk/python/src/dagger/provisioning/_session.py	87	stack.push(Pclose(session.proc, session=session))	CODE

Decorative Section Separators27 hits · 73 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/src/css/custom.scss	1	// ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	docs/src/css/custom.scss	14	// ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	docs/src/css/custom.scss	45	// ──────────────── Fonts ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	107	// ──────────────── Design tokens ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	164	// ──────────────── Dark theme ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	187	// ──────────────── Syntax palette ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	227	// ──────────────── Legacy palette compatibility ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	284	// ──────────────── Infima bindings ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	386	// ──────────────── Base ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	428	// ──────────────── Utilities carried over from the website ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	456	// ──────────────── Announcement bar ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	479	// ──────────────── Navbar ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	679	// ──────────────── Sidebar ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	787	// ──────────────── Content column ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	918	// ──────────────── Code blocks ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	961	// ──────────────── Tabs ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	993	// ──────────────── Admonitions ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	1051	// ──────────────── Table of contents ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	1080	// ──────────────── Version badge & banner ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	1125	// ──────────────── Breadcrumbs ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	1155	// ──────────────── Pagination ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	1182	// ──────────────── Cards (doc category index pages) ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	1198	// ──────────────── Footer / colophon ────────────────	COMMENT
MEDIUM	docs/src/css/custom.scss	1304	// ──────────────── Diagrams ────────────────	COMMENT
MEDIUM	…et/sdk/Dagger.SDK.SourceGenerator/Code/CodeRenderer.cs	247	// ─── Helpers ──────────────────────────────────────────────	STRING
MEDIUM	dagql/idtui/notification.go	18	// ╰─────────────────────╯	COMMENT
MEDIUM	dagql/idtui/notification.go	87	// Bottom border: ╰──────── ctrl+g view diff ─╯	COMMENT

Unused Imports48 hits · 48 pts

Severity	File	Line	Context
LOW	…lo-with-checks-py/src/hello_with_checks_py/__init__.py	16	CODE
LOW	…lueprint/myblueprint-py/src/myblueprint_py/__init__.py	16	CODE
LOW	…st-blueprint/myblueprint-py/src/myblueprint_py/main.py	1	CODE
LOW	…on/testdata/agents/editor-py/src/editor_py/__init__.py	3	CODE
LOW	…generators-py/src/hello_with_generators_py/__init__.py	16	CODE
LOW	…ith-generators-py/src/hello_with_generators_py/main.py	1	CODE
LOW	…ata/modules/python/call-enum-list/src/test/__init__.py	5	CODE
LOW	…a/modules/python/ifaces/.dagger/src/caller/__init__.py	1	CODE
LOW	…ith-services-py/src/hello_with_services_py/__init__.py	3	CODE
LOW	…ent/snippets/part1/python/src/coding_agent/__init__.py	1	CODE
LOW	…nippets/modules/testing/python/src/greeter/__init__.py	16	CODE
LOW	…ent/snippets/part1/python/src/coding_agent/__init__.py	1	CODE
LOW	…nippets/modules/testing/python/src/greeter/__init__.py	16	CODE
LOW	…ent/snippets/part1/python/src/coding_agent/__init__.py	1	CODE
LOW	…nippets/modules/testing/python/src/greeter/__init__.py	16	CODE
LOW	…ent/snippets/part1/python/src/coding_agent/__init__.py	1	CODE
LOW	…nippets/modules/testing/python/src/greeter/__init__.py	16	CODE
LOW	sdk/python/runtime/template/__init__.py	16	CODE
LOW	sdk/python/tests/mod/test_future_annotations.py	8	CODE
LOW	sdk/python/docs/_ext/dagger_ext.py	8	CODE
LOW	sdk/python/src/dagger/__init__.py	4	CODE
LOW	sdk/python/src/dagger/__init__.py	19	CODE
LOW	sdk/python/src/dagger/__init__.py	20	CODE
LOW	sdk/python/src/dagger/__init__.py	21	CODE
LOW	sdk/python/src/dagger/__init__.py	22	CODE
LOW	sdk/python/src/dagger/__init__.py	8	CODE
LOW	sdk/python/src/dagger/__init__.py	13	CODE
LOW	sdk/python/src/dagger/__init__.py	26	CODE
LOW	sdk/python/src/dagger/__init__.py	16	CODE
LOW	sdk/python/src/dagger/provisioning/__init__.py	2	CODE
LOW	sdk/python/src/dagger/provisioning/__init__.py	3	CODE
LOW	sdk/python/src/dagger/provisioning/__init__.py	3	CODE
LOW	sdk/python/src/dagger/provisioning/__init__.py	4	CODE
LOW	sdk/python/src/dagger/provisioning/__init__.py	4	CODE
LOW	sdk/python/src/dagger/provisioning/__init__.py	4	CODE
LOW	sdk/python/src/dagger/provisioning/_connection.py	12	CODE
LOW	sdk/python/src/dagger/client/base.py	1	CODE
LOW	sdk/python/src/dagger/mod/_converter.py	37	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	1	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	3	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	4	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	5	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	6	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	7	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	9	CODE
LOW	sdk/python/src/dagger/mod/_utils.py	35	CODE
LOW	sdk/python/src/dagger/mod/_utils.py	36	CODE
LOW	skills/tui-qa/scripts/tui_qa.py	3	CODE

Fake / Example Data33 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	core/integration/llm_changeset_bench_test.go	44	for (i = 0; i < 100; i++) printf "// %s line %04d lorem ipsum dolor sit amet\n", fn, i > fn	CODE
LOW	core/integration/llm_changeset_bench_test.go	44	for (i = 0; i < 100; i++) printf "// %s line %04d lorem ipsum dolor sit amet\n", fn, i > fn	CODE
LOW	core/integration/llm_changeset_bench_test.go	71	for (i = 0; i < 100; i++) printf "// %s %s line %04d lorem ipsum dolor\n", n, fn, i > fn	CODE
LOW	core/integration/workspace_commit_breakdown_test.go	44	for (j = 0; j < 64; j++) printf("line %%d of file %%d: lorem ipsum dolor sit amet\n", j, i) > f	CODE
LOW	core/integration/workspace_commit_breakdown_test.go	44	for (j = 0; j < 64; j++) printf("line %%d of file %%d: lorem ipsum dolor sit amet\n", j, i) > f	CODE
LOW	core/integration/legacy_test.go	661	return "placeholder"	CODE
LOW	…20/cookbook/snippets/builds/oci-annotations/go/main.go	19	WithAnnotation("org.opencontainers.image.authors", "John Doe").	CODE
LOW	…ookbook/snippets/builds/oci-annotations/python/main.py	17	.with_annotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…ok/snippets/builds/oci-annotations/typescript/index.ts	16	.withAnnotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…18/cookbook/snippets/builds/oci-annotations/go/main.go	19	WithAnnotation("org.opencontainers.image.authors", "John Doe").	CODE
LOW	…ookbook/snippets/builds/oci-annotations/python/main.py	17	.with_annotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…ok/snippets/builds/oci-annotations/typescript/index.ts	16	.withAnnotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…16/cookbook/snippets/builds/oci-annotations/go/main.go	19	WithAnnotation("org.opencontainers.image.authors", "John Doe").	CODE
LOW	…ookbook/snippets/builds/oci-annotations/python/main.py	17	.with_annotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…ok/snippets/builds/oci-annotations/typescript/index.ts	16	.withAnnotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…17/cookbook/snippets/builds/oci-annotations/go/main.go	19	WithAnnotation("org.opencontainers.image.authors", "John Doe").	CODE
LOW	…ookbook/snippets/builds/oci-annotations/python/main.py	17	.with_annotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…ok/snippets/builds/oci-annotations/typescript/index.ts	16	.withAnnotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…19/cookbook/snippets/builds/oci-annotations/go/main.go	19	WithAnnotation("org.opencontainers.image.authors", "John Doe").	CODE
LOW	…ookbook/snippets/builds/oci-annotations/python/main.py	17	.with_annotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…ok/snippets/builds/oci-annotations/typescript/index.ts	16	.withAnnotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…21/cookbook/snippets/builds/oci-annotations/go/main.go	19	WithAnnotation("org.opencontainers.image.authors", "John Doe").	CODE
LOW	…ookbook/snippets/builds/oci-annotations/python/main.py	17	.with_annotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW	…ok/snippets/builds/oci-annotations/typescript/index.ts	16	.withAnnotation("org.opencontainers.image.authors", "John Doe")	CODE
LOW⚡	sdk/python/tests/codegen/test_generator.py	645	"Lorem ipsum dolores est.",	CODE
LOW⚡	sdk/python/tests/codegen/test_generator.py	646	'"""Lorem ipsum dolores est."""',	CODE
LOW⚡	sdk/python/tests/codegen/test_generator.py	649	"Lorem ipsum dolores est.\n\nSecond paragraph.",	CODE
LOW⚡	sdk/python/tests/codegen/test_generator.py	652	"""Lorem ipsum dolores est.	STRING
LOW	sdk/python/tests/codegen/test_generator.py	667	'Lorem ipsum dolores est.\n\nExample: "foobar"',	CODE
LOW	sdk/python/tests/codegen/test_generator.py	670	"""Lorem ipsum dolores est.	STRING
LOW	sdk/python/tests/client/test_connection_errors.py	49	"message": "Lorem ipsum",	CODE
LOW	…pescript/src/module/introspector/test/registry.spec.ts	123	prefix = "placeholder"	CODE
LOW	…pescript/src/module/introspector/test/registry.spec.ts	151	prefix = "placeholder"	CODE

Structural Annotation Overuse15 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	internal-docs/writingcoreapis.md	57	## Step 1: Pick The Right Caching Mode	COMMENT
LOW	internal-docs/writingcoreapis.md	102	## Step 2: Start Detached By Default	COMMENT
LOW	internal-docs/writingcoreapis.md	138	## Step 3: Decide Whether The Default Recipe Identity Is Enough	COMMENT
LOW	internal-docs/writingcoreapis.md	198	## Step 4: Model Embedded Cached Objects As Result Wrappers	COMMENT
LOW	internal-docs/writingcoreapis.md	219	## Step 5: Teach The Cache About Dependencies	COMMENT
LOW	internal-docs/writingcoreapis.md	263	## Step 6: Decide Whether To Be Lazy	COMMENT
LOW	internal-docs/writingcoreapis.md	283	## Step 7: If The Object Owns Snapshots Or Similar Resources, Implement The Lifecycle Hooks	COMMENT
LOW	internal-docs/writingcoreapis.md	336	## Step 8: Decide Whether The Field Should Be Persistable	COMMENT
LOW	internal-docs/writingcoreapis.md	380	## Step 9: Inspecting Call Metadata	COMMENT
LOW	internal-docs/writingcoreapis.md	399	## Step 10: Rare Advanced APIs	COMMENT
LOW⚡	sdk/typescript/runtime/introspector.go	57	// Step 1: run the introspector to write the typedef JSON.	COMMENT
LOW⚡	sdk/typescript/runtime/introspector.go	66	// Step 2: hand the typedef JSON to `cmd/codegen generate-entrypoint`.	COMMENT
LOW	future/done/2026-05-27-workspace-disable-inheritance.md	165	### Step 1: Gate Automatic Workspace Argument Injection	COMMENT
LOW	future/done/2026-05-27-workspace-disable-inheritance.md	220	### Step 2: Stop Workspace Binding At Module Parent Boundaries	COMMENT
LOW	future/done/2026-05-27-workspace-disable-inheritance.md	295	### Step 3: Preserve Explicit Workspace Passing	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…in/java/io/dagger/annotation/processor/DaggerType.java	71	} else if (io.dagger.client.Scalar.class.isAssignableFrom(clazz)) {	CODE
CRITICAL	engine/server/session.go	748	return record.daggerSession.telemetryPubSub.srv.clientDBs.Open(ctx, record.clientID)	CODE

AI Slop Vocabulary8 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	install.sh	260	# just use it's value directly	COMMENT
MEDIUM	core/telemetry.go	645	// robust to either surfacing; the live schema name is EnumValueTypeDef.	COMMENT
MEDIUM	core/interface.go	57	// robust.	COMMENT
MEDIUM	internal/buildkit/client/llb/source.go	244	// Formats that utilize SSH may need to supply credentials as a [GitOption].	COMMENT
MEDIUM	internal/cmd/dagger/shell_exec.go	492	// Values are not processed. This function is used to leverage pflags to parse	COMMENT
LOW	…agger/modules/docs-dev/docusaurus/dagger/dagger.gen.go	292	WithDescription("Docusaurus Dagger Module\n\nThis module allows you to run docusaurus sites locally with Dagger\nwith	CODE
LOW	sdk/python/src/dagger/mod/_utils.py	90	# Don't look in base classes (otherwise just use inspect.get_doc).	COMMENT
MEDIUM	dagql/dagui/spans.go	1157	// leverage the work that goes into span.Activity, rather than having two	COMMENT

Modern Structural Boilerplate16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	sdk/python/codegen/src/codegen/generator.py	62	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/telemetry.py	30	__all__ = [	CODE
LOW	sdk/python/src/dagger/telemetry.py	40	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/_exceptions.py	171	__all__ = [	CODE
LOW	sdk/python/src/dagger/provisioning/__init__.py	6	__all__ = [	CODE
LOW	sdk/python/src/dagger/provisioning/_download.py	28	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/provisioning/_engine.py	28	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/provisioning/_session.py	22	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/provisioning/_connection.py	14	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/provisioning/_progress.py	36	def update_sync(self, message: str) -> None:	CODE
LOW	sdk/python/src/dagger/client/gen.py	20943	__all__ = [	CODE
LOW	sdk/python/src/dagger/client/_session.py	26	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/client/_core.py	51	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/mod/_arguments.py	11	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/mod/_converter.py	34	logger = logging.getLogger(__name__)	CODE
LOW	sdk/python/src/dagger/mod/__init__.py	34	__all__ = [	CODE

Modern AI Meta-Vocabulary4 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	core/integration/workspace_write_directory_test.go	65	// scaffold a module beside the config the engine just wrote. withDirectory	COMMENT
MEDIUM	core/integration/workspace_write_directory_test.go	181	// config the engine writes in the same init. Both survive the scaffold.	COMMENT
MEDIUM	core/integration/workspace_write_directory_test.go	234	// not empty. The engine's dagger-module.toml and the SDK's scaffold arrive in	COMMENT
MEDIUM	future/gates.md	112	schedule: cron? # event-driven if null	CODE

Deep Nesting10 hits · 10 pts

Severity	File	Line	Context
LOW	sdk/python/codegen/src/codegen/generator.py	831	CODE
LOW	sdk/python/codegen/src/codegen/generator.py	981	CODE
LOW	sdk/python/codegen/src/codegen/ast.py	6	CODE
LOW	sdk/python/src/dagger/client/_core.py	319	CODE
LOW	sdk/python/src/dagger/client/_core.py	326	CODE
LOW	sdk/python/src/dagger/mod/_module.py	136	CODE
LOW	sdk/python/src/dagger/mod/_utils.py	306	CODE
LOW	sdk/python/src/dagger/mod/_utils.py	339	CODE
LOW	skills/tui-qa/scripts/tui_qa.py	825	CODE
LOW	skills/tui-qa/scripts/tui_qa.py	845	CODE

Slop Phrases4 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	internal/buildkit/frontend/dockerui/config.go	47	// Don't forget to update frontend documentation if you add	COMMENT
LOW	sdk/python/src/dagger/mod/_resolver.py	267	# make sure to get type hints for __init__ instead of class	COMMENT
MEDIUM	helm/dagger/values.yaml	15	# precedence over toml if both are provided, however you can use toml for	COMMENT
MEDIUM	helm/dagger/values.yaml	166	# You may want to adjust this to fit your workloads so that the Engine stops quicker.	COMMENT

Excessive Try-Catch Wrapping8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	sdk/python/src/dagger/provisioning/_engine.py	105	except Exception as e:	CODE
LOW	sdk/python/src/dagger/provisioning/_session.py	65	except Exception: # Including KeyboardInterrupt, wait handled that.	CODE
LOW	sdk/python/src/dagger/mod/_module.py	387	except Exception as e:	CODE
LOW	sdk/python/src/dagger/mod/_module.py	479	except Exception as e:	CODE
LOW	sdk/python/src/dagger/mod/_module.py	515	except Exception as e:	CODE
LOW	sdk/python/src/dagger/mod/_module.py	559	except Exception as e:	CODE
LOW	sdk/python/src/dagger/mod/cli.py	48	except Exception as e:	CODE
LOW	sdk/python/src/dagger/mod/cli.py	59	except Exception as e:	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	internal/cmd/dagger/shell.go	1250	// writes the final output to the stdoutWriter. We need to check if that	COMMENT
LOW⚡	sdk/typescript/runtime/introspector.go	57	// Step 1: run the introspector to write the typedef JSON.	COMMENT
LOW⚡	sdk/typescript/runtime/introspector.go	66	// Step 2: hand the typedef JSON to `cmd/codegen generate-entrypoint`.	COMMENT
LOW	…cript/src/module/introspector/typescript_module/ast.ts	456	// Float will be interpreted as number by the TypeScript compiler so we need to check if the	COMMENT

Redundant / Tautological Comments5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	sdk/python/src/dagger/provisioning/_session.py	262	# Check if subprocess exited with an error	COMMENT
LOW	sdk/python/src/dagger/mod/_module.py	859	# Check if function is marked as a check or generator	COMMENT
LOW	sdk/python/src/dagger/mod/_utils.py	360	# Check if this is an enum member assignment	COMMENT
LOW	helm/dagger/values.yaml	126	### Set priorityClassName to avoid eviction	COMMENT
LOW	helm/dagger/values.yaml	129	### Set runtimeClassName to use a custom runtimeClass	COMMENT

AI Structural Patterns7 hits · 4 pts

Severity	File	Line	Context
LOW	…/snippets/coding-agent/python/src/coding_agent/main.py	24	CODE
LOW	sdk/python/src/dagger/client/gen.py	3325	CODE
LOW	sdk/python/src/dagger/client/gen.py	4369	CODE
LOW	sdk/python/src/dagger/client/gen.py	4750	CODE
LOW	sdk/python/src/dagger/client/gen.py	6695	CODE
LOW	sdk/python/src/dagger/client/gen.py	8825	CODE
LOW	sdk/python/src/dagger/client/gen.py	19089	CODE

Overly Generic Function Names3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…hon/type-return-type-detection-02/src/test/__init__.py	10	def my_function(self) -> X:	CODE
LOW	…ules/python/type-return-object-02/src/test/__init__.py	13	def my_function(self) -> X:	CODE
LOW	…thon/type-return-nested-object-02/src/test/__init__.py	14	def my_function(self) -> Foo:	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/src/scripts/new.sh	3	## Create a new documentation article	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	sdk/python/tests/provisioning/test_cli_fallback.py	116		CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	sdk/python/src/dagger/provisioning/_session.py	257	# TODO: implement engine session timeout (self.cfg.engine_timeout?)	COMMENT

dagger/dagger

Open-Source Code Quality, Security and Technical Debt Review