https://github.com/confluentinc/quickstart-streaming-agents
· scanned 2026-05-15 14:47 UTC (2 weeks, 6 days ago)
· 10 languages
46 findings (18 legacy + 28 scanner) 51st percentile · Python · small (2-20K LoC) Scanner says 82 (lower by 11)
Last scanned 2 weeks, 6 days ago · v1 · 13 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.
| Component | Sub-score | Weight | Contribution |
|---|---|---|---|
structure_score |
75.0 | 0.15 | 11.25 |
security_score |
72.4 | 0.25 | 18.10 |
testing_score |
95.0 | 0.20 | 19.00 |
documentation_score |
74.0 | 0.15 | 11.10 |
practices_score |
40.0 | 0.15 | 6.00 |
code_quality |
56.2 | 0.10 | 5.62 |
| Overall | 1.00 | 71.1 |
All 558 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.
| Label | Layer | Status | Path |
|---|---|---|---|
_save_env_safe |
software | healthy | deploy.py:69 |
_flush_pending_writes |
software | healthy | deploy.py:100 |
_print_write_error |
software | healthy | deploy.py:125 |
main |
software | healthy | deploy.py:138 |
pytest_runtest_logreport |
software | healthy | testing/conftest.py:29 |
pytest_sessionfinish |
software | healthy | testing/conftest.py:34 |
_write_failure_summary |
software | healthy | testing/conftest.py:61 |
_is_interactive |
software | healthy | testing/conftest.py:76 |
_claude_available |
software | healthy | testing/conftest.py:80 |
ensure_confluent_cli_installed |
software | healthy | testing/conftest.py:84 |
ensure_confluent_login |
software | healthy | testing/conftest.py:97 |
load_test_credentials |
software | healthy | testing/conftest.py:165 |
write_credentials_to_project_root |
software | healthy | testing/conftest.py:235 |
remove_credentials_from_project_root |
software | healthy | testing/conftest.py:246 |
project_root |
software | healthy | testing/conftest.py:254 |
testing_dir |
software | healthy | testing/conftest.py:260 |
_ok_result |
software | healthy | testing/unit/test_login_checks.py:22 |
test_returns_true_when_command_succeeds |
software | healthy | testing/unit/test_login_checks.py:28 |
test_returns_true_with_empty_environment_list |
software | healthy | testing/unit/test_login_checks.py:34 |
test_returns_false_on_called_process_error |
software | healthy | testing/unit/test_login_checks.py:42 |
test_returns_false_when_confluent_not_installed |
software | healthy | testing/unit/test_login_checks.py:49 |
test_calls_correct_command |
software | healthy | testing/unit/test_login_checks.py:56 |
_login_ok |
software | healthy | testing/unit/test_login_checks.py:380 |
_login_fail |
software | healthy | testing/unit/test_login_checks.py:387 |
test_returns_false_when_creds_empty |
software | healthy | testing/unit/test_login_checks.py:93 |
test_returns_false_when_email_missing |
software | healthy | testing/unit/test_login_checks.py:96 |
test_returns_false_when_password_missing |
software | healthy | testing/unit/test_login_checks.py:99 |
test_returns_false_when_email_empty_string |
software | healthy | testing/unit/test_login_checks.py:105 |
test_returns_false_when_password_empty_string |
software | healthy | testing/unit/test_login_checks.py:113 |
test_returns_false_when_only_tf_var_owner_email_provided |
software | healthy | testing/unit/test_login_checks.py:123 |
test_returns_false_on_bad_password |
software | healthy | testing/unit/test_login_checks.py:133 |
test_returns_false_on_bad_email |
software | healthy | testing/unit/test_login_checks.py:144 |
test_prints_stdout_when_stderr_empty |
software | healthy | testing/unit/test_login_checks.py:155 |
test_prints_nothing_extra_on_success |
software | healthy | testing/unit/test_login_checks.py:162 |
test_returns_true_when_login_and_check_both_pass |
software | healthy | testing/unit/test_login_checks.py:178 |
test_returns_false_when_login_ok_but_check_fails |
software | healthy | testing/unit/test_login_checks.py:190 |
test_passes_credentials_via_stdin |
software | healthy | testing/unit/test_login_checks.py:451 |
test_uses_save_flag |
software | healthy | testing/unit/test_login_checks.py:465 |
test_password_with_special_characters |
software | healthy | testing/unit/test_login_checks.py:479 |
test_returns_when_already_logged_in |
software | healthy | testing/unit/test_login_checks.py:258 |
test_auto_login_from_creds_on_not_logged_in |
software | healthy | testing/unit/test_login_checks.py:264 |
test_exits_when_not_logged_in_and_no_creds |
software | healthy | testing/unit/test_login_checks.py:277 |
test_exits_when_auto_login_fails |
software | healthy | testing/unit/test_login_checks.py:291 |
test_no_creds_arg_loads_from_env_file |
software | healthy | testing/unit/test_login_checks.py:305 |
test_error_message_contains_manual_login_hint |
software | healthy | testing/unit/test_login_checks.py:326 |
test_error_message_contains_redeploy_hint |
software | healthy | testing/unit/test_login_checks.py:341 |
test_error_message_contains_sso_hint |
software | healthy | testing/unit/test_login_checks.py:356 |
test_returns_true_on_successful_login |
software | healthy | testing/unit/test_login_checks.py:394 |
test_returns_false_on_subprocess_failure |
software | healthy | testing/unit/test_login_checks.py:406 |
test_returns_false_when_check_fails_after_login |
software | healthy | testing/unit/test_login_checks.py:413 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
LAB3-Walkthrough.md |
software | healthy | LAB3-Walkthrough.md |
deploy.py |
software | healthy | deploy.py |
LAB4-Walkthrough.md |
software | healthy | LAB4-Walkthrough.md |
LAB2-Walkthrough.md |
software | healthy | LAB2-Walkthrough.md |
service.yml |
software | healthy | service.yml |
README.md |
software | healthy | README.md |
LAB1-Walkthrough.md |
software | healthy | LAB1-Walkthrough.md |
pyproject.toml |
software | healthy | pyproject.toml |
conftest.py |
software | healthy | testing/conftest.py |
README.md |
software | healthy | testing/README.md |
__init__.py |
software | healthy | testing/unit/__init__.py |
test_login_checks.py |
software | healthy | testing/unit/test_login_checks.py |
test_deploy_login.py |
software | healthy | testing/unit/test_deploy_login.py |
test_downstream_login.py |
software | healthy | testing/unit/test_downstream_login.py |
__init__.py |
software | healthy | testing/helpers/__init__.py |
terraform_helper.py |
software | healthy | testing/helpers/terraform_helper.py |
flink_sql_helper.py |
software | healthy | testing/helpers/flink_sql_helper.py |
polling_helper.py |
software | healthy | testing/helpers/polling_helper.py |
deployment_state_helper.py |
software | healthy | testing/helpers/deployment_state_helper.py |
kafka_helper.py |
software | healthy | testing/helpers/kafka_helper.py |
test_sql_extraction.py |
software | healthy | testing/e2e/test_sql_extraction.py |
__init__.py |
software | healthy | testing/e2e/__init__.py |
test_lab1.py |
software | healthy | testing/e2e/test_lab1.py |
test_smoke.py |
software | healthy | testing/e2e/test_smoke.py |
test_lab4.py |
software | healthy | testing/e2e/test_lab4.py |
test_lab2.py |
software | healthy | testing/e2e/test_lab2.py |
test_lab3.py |
software | healthy | testing/e2e/test_lab3.py |
test_workshop_keys.py |
software | healthy | testing/e2e/test_workshop_keys.py |
publish_lab1_data.py |
software | healthy | scripts/publish_lab1_data.py |
publish_lab3_data.py |
software | healthy | scripts/publish_lab3_data.py |
__init__.py |
software | healthy | scripts/__init__.py |
lab3_datagen.py |
software | healthy | scripts/lab3_datagen.py |
lab4_datagen.py |
software | healthy | scripts/lab4_datagen.py |
lab1_datagen.py |
software | healthy | scripts/lab1_datagen.py |
generate_lab1_data.py |
software | healthy | scripts/generate_lab1_data.py |
publish_docs.py |
software | healthy | scripts/publish_docs.py |
capture_lab1_data.py |
software | healthy | scripts/capture_lab1_data.py |
run_tests.py |
software | healthy | scripts/run_tests.py |
capture_lab3_data.py |
software | healthy | scripts/capture_lab3_data.py |
lab2_publish_queries.py |
software | healthy | scripts/lab2_publish_queries.py |
setup_rtce.py |
software | healthy | scripts/setup_rtce.py |
mcp_setup.py |
software | healthy | scripts/mcp_setup.py |
datagen_helpers.py |
software | healthy | scripts/common/datagen_helpers.py |
validate.py |
software | healthy | scripts/common/validate.py |
workshop_key_manager.py |
software | healthy | scripts/common/workshop_key_manager.py |
test_mongodb_credentials.py |
software | healthy | scripts/common/test_mongodb_credentials.py |
__init__.py |
software | healthy | scripts/common/__init__.py |
clear_mongodb.py |
software | healthy | scripts/common/clear_mongodb.py |
terraform_runner.py |
software | healthy | scripts/common/terraform_runner.py |
terraform.py |
software | healthy | scripts/common/terraform.py |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
tf::confluent_flink_statement::mongodb_connection_statement… |
hardware | healthy | terraform/lab3-agentic-fleet-management/main.tf |
tf::confluent_flink_statement::documents_vectordb_lab3 |
hardware | healthy | terraform/lab3-agentic-fleet-management/main.tf |
tf::confluent_flink_statement::remote_mcp_connection_lab3 |
hardware | healthy | terraform/lab3-agentic-fleet-management/main.tf |
tf::confluent_flink_statement::remote_mcp_model_lab3_aws |
hardware | healthy | terraform/lab3-agentic-fleet-management/main.tf |
tf::confluent_flink_statement::remote_mcp_model_lab3_azure |
hardware | healthy | terraform/lab3-agentic-fleet-management/main.tf |
tf::confluent_flink_statement::ride_requests_table |
hardware | healthy | terraform/lab3-agentic-fleet-management/main.tf |
tf::null_resource::generate_flink_sql_summary |
hardware | healthy | terraform/lab3-agentic-fleet-management/main.tf |
tf::random_id::resource_suffix |
hardware | healthy | terraform/core/main.tf |
tf::confluent_environment::staging |
hardware | healthy | terraform/core/main.tf |
tf::confluent_kafka_cluster::standard |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_connection::bedrock_connection |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_connection::bedrock_embedding_connection |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_connection::azureopenai_connection |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_connection::azureopenai_embedding_conne… |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_statement::llm_textgen_model_aws |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_statement::llm_textgen_model_azure |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_statement::llm_embedding_model_aws |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_statement::llm_embedding_model_azure |
hardware | healthy | terraform/core/main.tf |
tf::confluent_flink_statement::claims_table |
hardware | healthy | terraform/lab4-pubsec-fraud-agents/main.tf |
tf::confluent_flink_statement::cosmosdb_connection_statemen… |
hardware | healthy | terraform/lab4-pubsec-fraud-agents/main.tf |
tf::confluent_flink_statement::fema_policies_vectordb_azure |
hardware | healthy | terraform/lab4-pubsec-fraud-agents/main.tf |
tf::confluent_flink_statement::mongodb_connection_statement… |
hardware | healthy | terraform/lab4-pubsec-fraud-agents/main.tf |
tf::confluent_flink_statement::fema_policies_vectordb_aws |
hardware | healthy | terraform/lab4-pubsec-fraud-agents/main.tf |
tf::null_resource::run_datagen |
hardware | healthy | terraform/lab4-pubsec-fraud-agents/main.tf |
tf::random_id::lab_suffix |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::mongodb_connection_statement… |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::queries_table |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::queries_embed_table |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::queries_insert_sample |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::documents_vectordb_create_ta… |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::queries_embed_insert_into |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::search_results_create_table |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::confluent_flink_statement::search_results_response_crea… |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::null_resource::generate_flink_sql_summary |
hardware | healthy | terraform/lab2-vector-search/main.tf |
tf::random_id::lab_suffix |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
tf::confluent_flink_statement::remote_mcp_connection |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
tf::confluent_flink_statement::remote_mcp_model_aws |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
tf::confluent_flink_statement::remote_mcp_model_azure |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
tf::null_resource::generate_flink_sql_summary |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
tf::confluent_flink_statement::orders_table |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
tf::confluent_flink_statement::products_table |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
tf::confluent_flink_statement::customers_table |
hardware | healthy | terraform/lab1-tool-calling/main.tf |
| Label | Layer | Status | Path |
|---|---|---|---|
TestCheckConfluentLogin |
software | healthy | testing/unit/test_login_checks.py:21 |
TestAttemptConfluentAutoLogin |
software | healthy | testing/unit/test_login_checks.py:74 |
TestEnsureConfluentLogin |
software | healthy | testing/unit/test_login_checks.py:255 |
TestAttemptLoginQuiet |
software | healthy | testing/unit/test_login_checks.py:377 |
_StopAfterLogin |
software | healthy | testing/unit/test_deploy_login.py:14 |
TestDeployInteractiveStep0 |
software | healthy | testing/unit/test_deploy_login.py:58 |
TestDeployAutomatedLogin |
software | healthy | testing/unit/test_deploy_login.py:245 |
TestDeployTestingLogin |
software | healthy | testing/unit/test_deploy_login.py:318 |
_StopAfterLogin |
software | healthy | testing/unit/test_downstream_login.py:18 |
TestDestroyLogin |
software | healthy | testing/unit/test_downstream_login.py:27 |
TestPublishDocsLogin |
software | healthy | testing/unit/test_downstream_login.py:108 |
TestLab2PublishLogin |
software | healthy | testing/unit/test_downstream_login.py:170 |
TerraformHelper |
software | healthy | testing/helpers/terraform_helper.py:18 |
FlinkSQLHelper |
software | healthy | testing/helpers/flink_sql_helper.py:10 |
KafkaHelper |
software | healthy | testing/helpers/kafka_helper.py:25 |
TestLab1PriceMatch |
software | healthy | testing/e2e/test_lab1.py:119 |
TestLab4FraudDetection |
software | healthy | testing/e2e/test_lab4.py:145 |
TestLab2VectorSearch |
software | healthy | testing/e2e/test_lab2.py:47 |
TestLab3FleetManagement |
software | healthy | testing/e2e/test_lab3.py:120 |
Lab1DataPublisher |
software | healthy | scripts/publish_lab1_data.py:144 |
Lab3DataPublisher |
software | healthy | scripts/publish_lab3_data.py:173 |
Lab4DataPublisher |
software | healthy | scripts/lab4_datagen.py:62 |
FlinkDocsPublisherCLI |
software | healthy | scripts/publish_docs.py:59 |
QueryPublisherCLI |
software | healthy | scripts/lab2_publish_queries.py:55 |
MaxKeysReached |
software | healthy | scripts/common/workshop_key_manager.py:122 |
| Label | Layer | Status | Path |
|---|---|---|---|
testing |
software | healthy | testing |
unit |
software | healthy | testing/unit |
helpers |
software | healthy | testing/helpers |
e2e |
software | healthy | testing/e2e |
scripts |
software | healthy | scripts |
common |
software | healthy | scripts/common |
assets |
software | healthy | assets |
pre-setup |
software | healthy | assets/pre-setup |
lab1 |
software | healthy | assets/lab1 |
competitor-site |
software | healthy | assets/lab1/competitor-site |
terraform |
software | healthy | terraform |
lab3-agentic-fleet-management |
software | healthy | terraform/lab3-agentic-fleet-management |
data-gen |
software | healthy | terraform/lab3-agentic-fleet-management/data-gen |
functions |
software | healthy | terraform/lab3-agentic-fleet-management/data-gen/functions |
zones |
software | healthy | terraform/lab3-agentic-fleet-management/data-gen/zones |
generators |
software | healthy | terraform/lab3-agentic-fleet-management/data-gen/generators |
core |
software | healthy | terraform/core |
lab4-pubsec-fraud-agents |
software | healthy | terraform/lab4-pubsec-fraud-agents |
lab2-vector-search |
software | healthy | terraform/lab2-vector-search |
lab1-tool-calling |
software | healthy | terraform/lab1-tool-calling |
data-gen |
software | healthy | terraform/lab1-tool-calling/data-gen |
generators |
software | healthy | terraform/lab1-tool-calling/data-gen/generators |
.github |
software | healthy | .github |
| Label | Layer | Status | Path |
|---|---|---|---|
password_literal::deploy.py |
security | healthy | deploy.py |
password_literal::scripts/common/datagen_helpers.py |
security | healthy | scripts/common/datagen_helpers.py |
password_literal::scripts/common/tfvars.py |
security | healthy | scripts/common/tfvars.py |
| Label | Layer | Status | Path |
|---|---|---|---|
vps::aws |
hardware | healthy | deploy.py |
vps::azure |
hardware | healthy | deploy.py |
| Label | Layer | Status | Path |
|---|---|---|---|
repobility-clone-ibyz5l4t |
software | healthy | /tmp/repobility-clone-ibyz5l4t |
| Label | Layer | Status | Path |
|---|---|---|---|
mongodb |
data | healthy | deploy.py |
| Label | Layer | Status | Path |
|---|---|---|---|
kafka |
data | healthy | pyproject.toml |
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