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ZubikIT/ai-architect

https://github.com/ZubikIT/ai-architect · scanned 2026-06-16 01:13 UTC (2 months, 1 week ago)

23 raw signals (0 security + 23 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 23 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 23 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 2 Medium 2 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 23 Crowd 0 Layer: Software 7 Hardware 3 Frontend 1 Quality 8 Security 2 Api 2

Exclude dismissed / FP Exclude test files

All 236 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
`README.md`	software	healthy	`README.md`
`.gitlab-ci.yml`	software	healthy	`.gitlab-ci.yml`
`Zubik_DZ-12_callcenter-kb.md`	software	healthy	`12-arkhitektura-dannykh-ai/Zubik_DZ-12_callcenter-kb.md`
`Zubik_DZ-12_data-pipeline.md`	software	healthy	`12-arkhitektura-dannykh-ai/Zubik_DZ-12_data-pipeline.md`
`12-arkhitektura-dannykh-ai.md`	software	healthy	`12-arkhitektura-dannykh-ai/12-arkhitektura-dannykh-ai.md`
`18-iac-ci-cd.md`	software	healthy	`18-iac-ci-cd/18-iac-ci-cd.md`
`29-tehradar-evolyuciya.md`	software	healthy	`29-tehradar-evolyuciya/29-tehradar-evolyuciya.md`
`04-hld-c4-model.md`	software	healthy	`04-hld-c4-model/04-hld-c4-model.md`
`index.html`	software	healthy	`04-hld-c4-model/artifacts/diagrams/index.html`
`23-eda-dlya-ai.md`	software	healthy	`23-eda-dlya-ai/23-eda-dlya-ai.md`
`10-arkhitekturnyy-nadzor-tekhdolg.md`	software	healthy	`10-arkhitekturnyy-nadzor-tekhdolg/10-arkhitekturnyy-nadzor-…`
`README.md`	software	healthy	`resources/README.md`
`md-to-pdf.sh`	software	healthy	`scripts/md-to-pdf.sh`
`28-finops.md`	software	healthy	`28-finops/28-finops.md`
`19-mlops-konveyery.md`	software	healthy	`19-mlops-konveyery/19-mlops-konveyery.md`
`15-observability.md`	software	healthy	`15-observability/15-observability.md`
`26-multi-tenancy-ai-saas.md`	software	healthy	`26-multi-tenancy-ai-saas/26-multi-tenancy-ai-saas.md`
`11-integratsii-klassika-ai.md`	software	healthy	`11-integratsii-klassika-ai/11-integratsii-klassika-ai.md`
`adr.md`	software	healthy	`templates/adr.md`
`lld.md`	software	healthy	`templates/lld.md`
`webinar-notes.md`	software	healthy	`templates/webinar-notes.md`
`homework.md`	software	healthy	`templates/homework.md`
`hld.md`	software	healthy	`templates/hld.md`
`16-sizing-resursov.md`	software	healthy	`16-sizing-resursov/16-sizing-resursov.md`
`02-proektirovanie-i-ocenka.md`	software	healthy	`02-proektirovanie-i-ocenka/02-proektirovanie-i-ocenka.md`
`22-serverless-vs-k8s.md`	software	healthy	`22-serverless-vs-k8s/22-serverless-vs-k8s.md`
`31-api-kak-produkt.md`	software	healthy	`31-api-kak-produkt/31-api-kak-produkt.md`
`07-ai-agents-i-multi-agent-systems.md`	software	healthy	`07-ai-agents-i-multi-agent-systems/07-ai-agents-i-multi-age…`
`Zubik_DZ-07_tripbuddy.md`	software	healthy	`07-ai-agents-i-multi-agent-systems/Zubik_DZ-07_tripbuddy.md`
`README.md`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`agent.py`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`.env.example`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`requirements.txt`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`__init__.py`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`tools.py`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`nodes.py`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`state.py`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`research_notes_20260522_213246_b2697ae4.md`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`research_notes_20260522_205055_6517c18a.md`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`research_notes_20260527_134359_6fa88dd4.md`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`01-presale-i-trebovaniya.md`	software	healthy	`01-presale-i-trebovaniya/01-presale-i-trebovaniya.md`
`05-lld-komponenty.md`	software	healthy	`05-lld-komponenty/05-lld-komponenty.md`
`Zubik_DZ-05_lld-c4-api.md`	software	healthy	`05-lld-komponenty/Zubik_DZ-05_lld-c4-api.md`
`lesson-05-openapi.yaml`	software	healthy	`05-lld-komponenty/artifacts/lesson-05-openapi.yaml`
`14-security-by-design.md`	software	healthy	`14-security-by-design/14-security-by-design.md`
`17-optimizaciya-inferensa-llm.md`	software	healthy	`17-optimizaciya-inferensa-llm/17-optimizaciya-inferensa-llm…`
`24-high-load-low-latency.md`	software	healthy	`24-high-load-low-latency/24-high-load-low-latency.md`
`09-verifikaciya-cto-challenge.md`	software	healthy	`09-verifikaciya-cto-challenge/09-verifikaciya-cto-challenge…`
`00-o-sebe.md`	software	healthy	`00-o-sebe/00-o-sebe.md`
`README.md`	software	healthy	`final-project/README.md`

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

Label	Layer	Status	Path
`build_graph`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`run`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_extract_final_output`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`main`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`fetch_keywords_data`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`fetch_sources_data`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`fetch_keyword_summary`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`format_source_items`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`format_enhanced_report`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`validate_parameters`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`get_keywords_sources_data`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`trending_keywords_sources_tool`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`top_keywords_sources_tool`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`keyword_source_search_tool`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`get_or_create_notes_file`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`read_notes`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`write_notes`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_yandex_model_uri`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_build_llm`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_announce_node`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`make_top_level_supervisor_node`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`supervisor`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`make_team_supervisor_node`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`trending_keywords_node`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`top_keywords_node`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`search_keywords_node`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`github_keywords_node`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`fact_checker_node`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`summarizer_node`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`editing_supervisor_node`	software	dead	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`prepare_supervisor_messages`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_coerce_message_content_to_text`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`extract_final_summary`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`optimize_agent_state`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_get_original_user_request`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_build_research_instruction`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_build_editing_instruction`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_agent_completed`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_team_completed`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_notes_section_exists`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`_engine`	software	healthy	`final-project/mvp/tests/test_smoke.py:12`
`test_answer_has_sources`	software	healthy	`final-project/mvp/tests/test_smoke.py:17`
`test_rbac_filters_restricted_doc`	software	healthy	`final-project/mvp/tests/test_smoke.py:24`
`test_injection_blocked`	software	healthy	`final-project/mvp/tests/test_smoke.py:34`
`check_input`	software	healthy	`final-project/mvp/sufler/guardrails.py:16`
`mask_pii`	software	healthy	`final-project/mvp/sufler/guardrails.py:23`
`__init__`	software	healthy	`final-project/mvp/sufler/llm.py:8`
`chat`	software	healthy	`final-project/mvp/sufler/llm.py:12`
`_tok`	software	healthy	`final-project/mvp/sufler/retriever.py:11`
`__init__`	software	healthy	`final-project/mvp/sufler/retriever.py:16`

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

Label	Layer	Status	Path
`12-arkhitektura-dannykh-ai`	software	healthy	`12-arkhitektura-dannykh-ai`
`18-iac-ci-cd`	software	healthy	`18-iac-ci-cd`
`29-tehradar-evolyuciya`	software	healthy	`29-tehradar-evolyuciya`
`04-hld-c4-model`	software	healthy	`04-hld-c4-model`
`artifacts`	software	healthy	`04-hld-c4-model/artifacts`
`diagrams`	software	healthy	`04-hld-c4-model/artifacts/diagrams`
`23-eda-dlya-ai`	software	healthy	`23-eda-dlya-ai`
`10-arkhitekturnyy-nadzor-tekhdolg`	software	healthy	`10-arkhitekturnyy-nadzor-tekhdolg`
`resources`	software	healthy	`resources`
`scripts`	software	healthy	`scripts`
`28-finops`	software	healthy	`28-finops`
`19-mlops-konveyery`	software	healthy	`19-mlops-konveyery`
`15-observability`	software	healthy	`15-observability`
`26-multi-tenancy-ai-saas`	software	healthy	`26-multi-tenancy-ai-saas`
`11-integratsii-klassika-ai`	software	healthy	`11-integratsii-klassika-ai`
`templates`	software	healthy	`templates`
`16-sizing-resursov`	software	healthy	`16-sizing-resursov`
`02-proektirovanie-i-ocenka`	software	healthy	`02-proektirovanie-i-ocenka`
`22-serverless-vs-k8s`	software	healthy	`22-serverless-vs-k8s`
`31-api-kak-produkt`	software	healthy	`31-api-kak-produkt`
`07-ai-agents-i-multi-agent-systems`	software	healthy	`07-ai-agents-i-multi-agent-systems`
`artifacts`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts`
`lesson-07-agents-demo`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`utils`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`notes`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`01-presale-i-trebovaniya`	software	healthy	`01-presale-i-trebovaniya`
`05-lld-komponenty`	software	healthy	`05-lld-komponenty`
`artifacts`	software	healthy	`05-lld-komponenty/artifacts`
`14-security-by-design`	software	healthy	`14-security-by-design`
`17-optimizaciya-inferensa-llm`	software	healthy	`17-optimizaciya-inferensa-llm`
`24-high-load-low-latency`	software	healthy	`24-high-load-low-latency`
`09-verifikaciya-cto-challenge`	software	healthy	`09-verifikaciya-cto-challenge`
`00-o-sebe`	software	healthy	`00-o-sebe`
`final-project`	software	healthy	`final-project`
`economics`	software	healthy	`final-project/economics`
`diagrams`	software	healthy	`final-project/diagrams`
`mvp`	software	healthy	`final-project/mvp`
`tests`	software	healthy	`final-project/mvp/tests`
`sufler`	software	healthy	`final-project/mvp/sufler`
`docs`	software	healthy	`final-project/docs`
`adr`	software	healthy	`final-project/docs/adr`
`sessions`	software	healthy	`final-project/sessions`
`30-ethical-ai-governance`	software	healthy	`30-ethical-ai-governance`
`03-strategiya-postavki-cennosti`	software	healthy	`03-strategiya-postavki-cennosti`
`13-ocenka-kachestva-genai`	software	healthy	`13-ocenka-kachestva-genai`
`08-adr-documentation`	software	healthy	`08-adr-documentation`
`20-deployment-strategii-prod`	software	healthy	`20-deployment-strategii-prod`
`06-rag-i-prodvinutye-variacii`	software	healthy	`06-rag-i-prodvinutye-variacii`
`27-federated-learning-privacy`	software	healthy	`27-federated-learning-privacy`
`25-gibridnaya-multioblachnaya`	software	healthy	`25-gibridnaya-multioblachnaya`

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

Label	Layer	Status	Path
`Router`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`MultiAgentState`	software	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`
`Settings`	software	healthy	`final-project/mvp/sufler/config.py:7`
`LLM`	software	healthy	`final-project/mvp/sufler/llm.py:7`
`HybridRetriever`	software	healthy	`final-project/mvp/sufler/retriever.py:15`
`Chunk`	software	healthy	`final-project/mvp/sufler/ingest.py:9`
`Sufler`	software	healthy	`final-project/mvp/sufler/rag.py:15`
`AskReq`	software	healthy	`final-project/mvp/sufler/api.py:21`

Label	Layer	Status	Path
`port:10`	network	healthy	`05-lld-komponenty/artifacts/lesson-05-openapi.yaml`
`port:19`	network	healthy	`05-lld-komponenty/artifacts/lesson-05-openapi.yaml`
`port:12`	network	healthy	`05-lld-komponenty/artifacts/lesson-05-openapi.yaml`
`port:43`	network	healthy	`05-lld-komponenty/artifacts/lesson-05-openapi.yaml`
`port:8080`	network	healthy	`final-project/mvp/README.md`

Label	Layer	Status	Path
`GET /healthz`	api	healthy	`final-project/mvp/sufler/api.py`
`POST /ask`	api	healthy	`final-project/mvp/sufler/api.py`
`POST /v1/chat/completions`	api	healthy	`final-project/mvp/sufler/api.py`

Label	Layer	Status	Path
`auth::final-project/docs/adr/README.md`	security	healthy	`final-project/docs/adr/README.md`
`auth::05-lld-komponenty/artifacts/lesson-05-openapi.yaml`	security	healthy	`05-lld-komponenty/artifacts/lesson-05-openapi.yaml`

Label	Layer	Status	Path
`repobility-clone-a1ae3fmp`	software	healthy	`/tmp/repobility-clone-a1ae3fmp`

Label	Layer	Status	Path
`image::final-project/mvp/Dockerfile`	hardware	healthy	`final-project/mvp/Dockerfile`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`07-ai-agents-i-multi-agent-systems/artifacts/lesson-07-agen…`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`final-project/README.md`

Label	Layer	Status	Path
`gitlab-ci`	cicd	healthy	`.gitlab-ci.yml`

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ZubikIT/ai-architect

Complete repo analysis

file 50+

function 50+

directory 50+

class 8

port 5

endpoint 3

auth 2

repo 1

container 1

vps 1

gpu 1

pipeline 1