langflow-ai/langflow

• CAI 49 → 50 (+1.2)
• Rubric changed (rubric-2026.08.17 → rubric-2026.08.18) — scores are not directly comparable.

• Code Health 80 → 80 (+0.7)
• Architecture 56 → 56 (+0.0)
• Maturity 76 → 86 (+10.3)
• Readiness 47 → 47 (+0.4)
• Security 43 → 43 (-0.5)
• Domain Modelling 100 → 100 (+0.0)
• Accessibility 51 → 60 (+8.8)

• 1b8b740a6fa3_remove_fk_constraint_in_message_.downgrade (cognitive 24) (src/backend/base/langflow/alembic/versions/1b8b740a6fa3_remove_fk_constraint_in_message_.py)
• 1b8b740a6fa3_remove_fk_constraint_in_message_.upgrade (cognitive 18) (src/backend/base/langflow/alembic/versions/1b8b740a6fa3_remove_fk_constraint_in_message_.py)
• 4e5980a44eaa_fix_date_times_again.downgrade (cognitive 20) (src/backend/base/langflow/alembic/versions/4e5980a44eaa_fix_date_times_again.py)
• 4e5980a44eaa_fix_date_times_again.upgrade (cognitive 20) (src/backend/base/langflow/alembic/versions/4e5980a44eaa_fix_date_times_again.py)
• 58b28437a398_modify_nullable.modify_nullable (cognitive 19) (src/backend/base/langflow/alembic/versions/58b28437a398_modify_nullable.py)
• 79e675cb6752_change_datetime_type.downgrade (cognitive 20) (src/backend/base/langflow/alembic/versions/79e675cb6752_change_datetime_type.py)
• 79e675cb6752_change_datetime_type.upgrade (cognitive 20) (src/backend/base/langflow/alembic/versions/79e675cb6752_change_datetime_type.py)
• ALTKBaseAgentComponent.build_conversation_context (cognitive 18) (src/lfx/src/lfx/base/agents/altk_base_agent.py)
• ALTKBaseAgentComponent.run_agent (cognitive 47) (src/lfx/src/lfx/base/agents/altk_base_agent.py)
• ALTKBaseAgentComponent.run_agent (cyclomatic 34) (src/lfx/src/lfx/base/agents/altk_base_agent.py)
• APIRequestComponent._build_response_data (cognitive 19) (src/lfx/src/lfx/components/data_source/api_request.py)
• APIRequestComponent._follow_redirects_with_validation (cognitive 16) (src/lfx/src/lfx/components/data_source/api_request.py)
• APIRequestComponent._response_info (cognitive 18) (src/lfx/src/lfx/components/data_source/api_request.py)
• AddContentToPage.process_node (cognitive 17) (src/lfx/src/lfx/components/Notion/add_content_to_page.py)
• AddContentToPage.process_node (cyclomatic 20) (src/lfx/src/lfx/components/Notion/add_content_to_page.py)
• AgentComponent.get_agent_requirements (cognitive 18) (src/lfx/src/lfx/components/models_and_agents/agent.py)
• AmazonBedrockConverseComponent.build_model (cognitive 26) (src/lfx/src/lfx/components/amazon/amazon_bedrock_converse.py)
• AmazonBedrockConverseComponent.build_model (cyclomatic 23) (src/lfx/src/lfx/components/amazon/amazon_bedrock_converse.py)
• AssemblyAILeMUR.run_lemur (cognitive 17) (src/lfx/src/lfx/components/assemblyai/assemblyai_lemur.py)
• AssemblyAILeMUR.run_lemur (cyclomatic 18) (src/lfx/src/lfx/components/assemblyai/assemblyai_lemur.py)
• …and 1343 more

• Build action pinned to a mutable branch
• Dependency hygiene not measured — dependency manifest found but not parsed for hygiene
• LLM evaluation failed
• Off-boarding risk: anonymized user #6
• Off-boarding risk: anonymized user #4
• Off-boarding risk: anonymized user #3
• Off-boarding risk: anonymized user #1
• Off-boarding risk: anonymized user #2
• Off-boarding risk: anonymized user #5
• Off-boarding risk: anonymized user #7
• PR-triggered workflow without a permissions block
• Secret passed as a command-line argument

Written by watchdog.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.

langflow-ai/langflow was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point a surveyor at a repository you know and see whether you agree with it.