Score global de préparation IA
Résultat combiné de tous les signaux de l’audit.
Moyen
Audit de préparation IA: 21/07/2026Données techniques publiques
Évaluation globale de préparation IA
Niveau de préparation de fault-project.com pour les systèmes d’IA
fault (fault-project.com) a obtenu 68/100 lors de l’audit technique automatisé de préparation à l’IA. llms.txt était accessible, llms-full.txt était introuvable et ai.txt était introuvable. L’analyse de robots.txt a trouvé 0 robots IA explicitement autorisés, 0 bloqués et 0 sitemaps déclarés. La complétude du balisage de la page d’accueil atteint 50% ; aucun type Schema.org détecté. Balises OpenGraph détectées : 8. Les résultats correspondent aux réponses publiques observées le 2026-07-21T05:06:05.525Z.
Contexte de l’évaluation
L’audit combine les fichiers lisibles par les machines, les règles des robots, les sitemaps et le balisage de la page d’accueil. llms.txt est accessible et contient 4 009 jetons.
robots.txt est indisponible ; robots IA bloqués : 0. Sitemaps déclarés : 0. Aucun type Schema.org détecté.
Profil Lighthouse mobile : performance 56/100, accessibilité 88/100, SEO 92/100.
Points forts confirmés
- llms.txt est accessible
- La structure publique du site a été vérifiée
- robots.txt a été analysé
- Les signaux OpenGraph et canoniques ont été vérifiés
Améliorations prioritaires
- 1Ajouter llms-full.txt pour fournir un contexte plus riche.
- 2Déclarer le sitemap.xml actuel dans robots.txt.
- 3Ajouter du JSON-LD pour l’organisation, le site et les entités principales.
Jetons llms.txt4 009
Jetons llms-full.txt115 366
ai.txt
sitemap.xml
Profil technique Google Lighthouse
Une mesure Lighthouse mobile. La catégorie expérimentale Agentic Browsing est présentée séparément et ne remplace pas le score global de LLMSMap.
56
Performance
88
Accessibilité
96
Bonnes pratiques
92
SEO technique
100
Agentic Browsing
Interprétation des résultats
La performance mobile est de 56/100 ; le plus grand contenu visible est apparu en 12.9 s et le thread principal a été bloqué pendant 0 ms. Le décalage de mise en page est de 0. Les tâches longues retardent les actions des utilisateurs et des agents de navigateur.
Accessibilité : 88/100, bonnes pratiques : 96/100, SEO technique : 92/100. La catégorie expérimentale Agentic Browsing atteint 100/100 et reste distincte du score global de LLMSMap.
1
Libérer le thread principal et accélérer le premier écran
Découpez les longues tâches JavaScript, différez les scripts et styles non critiques et réduisez les chaînes de requêtes bloquantes.
2
Réduire le code chargé inutilement
Supprimez le CSS et le JavaScript inutilisés, chargez les widgets lourds à la demande et limitez les scripts tiers.
3
Optimiser les images et leur ordre de chargement
Servez des formats modernes adaptés, donnez la priorité au visuel principal et chargez tardivement le contenu sous la ligne de flottaison.
4
Rendre les commandes explicites
Nommez clairement boutons, liens et champs et structurez les titres et régions sémantiques.
FCP8.8 s
Premier contenu
LCP12.9 s
Contenu principal
CLS0
Stabilité visuelle
TBT0 ms
Temps de blocage
SI8.8 s
Vitesse visuelle
Glossaire des métriques
- FCP · Premier contenu
- Moment où le premier texte ou la première image apparaît.
- LCP · Contenu principal
- Moment où le plus grand élément visible est affiché.
- CLS · Stabilité visuelle
- Déplacements inattendus pendant le chargement ; une valeur basse est préférable.
- TBT · Temps de blocage
- Durée pendant laquelle le thread principal ne pouvait pas répondre rapidement.
- SI · Vitesse visuelle
- Vitesse à laquelle la zone visible s’est remplie de contenu.
21/07/2026Lighthouse 13.4.0Profil mobile
Vérifications de préparation IA
Fichiers lisibles par les machines, règles des robots, découverte et balisage de la page d’accueil.
llms-full.txt
La version complète est introuvable
ai.txt
Le fichier ai.txt est introuvable
robots.txt
Le fichier robots.txt est introuvable
Sitemap dans robots.txt
Aucun sitemap déclaré dans robots.txt
Schema.org (JSON-LD)
Aucun balisage Schema.org trouvé sur la page d’accueil
OpenGraph50%
8 balises OpenGraph trouvées
Accès des robots IA
D’après l’analyse de robots.txt
GPTBotNon mentionné
OAI-SearchBotNon mentionné
ChatGPT-UserNon mentionné
Google-ExtendedNon mentionné
ClaudeBotNon mentionné
Claude-SearchBotNon mentionné
Claude-UserNon mentionné
BytespiderNon mentionné
CCBotNon mentionné
PerplexityBotNon mentionné
Perplexity-UserNon mentionné
Balises OpenGraph
Métadonnées d’aperçu social détectées sur la page d’accueil.
og:typewebsiteog:titlefaultog:descriptionHelping Engineers and AI-agents cooperate to build reliable applicationsog:image:typeimage/pngog:image:width1200og:image:height630og:urlhttps://fault-project.com/# fault > Helping Engineers and AI-agents cooperate to build reliable applications Build Like You Have a Full Team: Get AI-powered review hints on reliability, performance and best practices. Ground Your Deliveries: Automate SLO-validated scenarios with zero config - preview your feature under fault in seconds. Replay Incidents with Ease: Swiftly understand how your application reacts by exploring production flakiness locally. **Examples** Scramble a LLM prompt by injecting a system prompt: ```bash fault run llm openai --case prompt-scramble --instruction "Respond as a pirate. Arr" ``` Introduce latency to all calls made through the fault proxy to any hosts: ```bash fault run --with-latency --latency-mean 300 --upstream '*' ``` Generate a test scenario for a given, OpenAPI specification: ```bash fault scenario generate --scenario scenario.yaml --spec-url http://example.com/openapi.json ``` Run a scenario: ```bash fault scenario run --scenario scenario.yaml ``` Generate a deep analysis of scenario results with a SRE feel: ```bash fault agent scenario-review --results results.json ``` Run fault as a MCP server: ```bash fault agent tool ``` ## Explanations - [Understanding Fault Injection - Purpose and Use in Reliability Engineering - fault](https://fault-project.com/explanations/fault-injection-basics/): Understanding Fault Injection - Purpose and Use in Reliability Engineering - [My Technical Journey Through fault - fault](https://fault-project.com/explanations/technical-journey/): My Technical Journey Through fault - [Understanding eBPF and its Context In Reliability Engineering - fault](https://fault-project.com/explanations/understanding-ebpf/): Understanding eBPF and its Context In Reliability Engineering - [Why fault? - fault](https://fault-project.com/explanations/why-fault/): Why fault? ## How-to - [Install the fault CLI - fault](https://fault-project.com/how-to/install/): Install the fault CLI - [Run with Chaos Toolkit - fault](https://fault-project.com/how-to/run-with-chaostoolkit/): Run with Chaos Toolkit - [Run with the Reliably Platform - fault](https://fault-project.com/how-to/run-with-reliably/): Run with the Reliably Platform - [Agent Code Review - fault](https://fault-project.com/how-to/agent/code-suggestions/): Agent Code Review - [Configure the agent's LLM Provider - fault](https://fault-project.com/how-to/agent/llm-configuration/): Configure the agent's LLM Provider - [Configure the agent's MCP Agent Server - fault](https://fault-project.com/how-to/agent/mcp-server-configuration/): Configure the agent's MCP Agent Server - [Explore the agent's MCP Agent Tools - fault](https://fault-project.com/how-to/agent/mcp-tools/): Explore the agent's MCP Agent Tools - [Platform Reliability & Performance Analysis - fault](https://fault-project.com/how-to/agent/platform-advices/): Analyze your platform resources from a reliability & performance posture - [Scenario Reliability & Performance Analysis - fault](https://fault-project.com/how-to/agent/report-advices/): Analyze scenario results from a reliability & performance posture - [Execute Scenarios From GitHub Action - fault](https://fault-project.com/how-to/ci/github/): Execute Scenarios From GitHub Action - [Fault Injection Into AWS - fault](https://fault-project.com/how-to/inject/aws/): Fault Injection Into AWS ECS - [Fault Injection Into Google Cloud Platform - fault](https://fault-project.com/how-to/inject/gcp/): Fault Injection Into Google Cloud Platform Cloud Run - [Fault Injection Into Kubernetes - fault](https://fault-project.com/how-to/inject/kubernetes/): Fault Injection Into Kubernetes Service & Deployment - [Platform Fault Injection - fault](https://fault-project.com/how-to/inject/overview/): Platform Fault Injection Overview - [Enable Observability - fault](https://fault-project.com/how-to/observability/traces/): Enable Observability via Open Telemetry - [Deploy Into an Application Running on Kubernetes - fault](https://fault-project.com/how-to/platform/run-on-kubernetes/): Deploy Into an Application Running on Kubernetes - [Run on Microsoft Windows - fault](https://fault-project.com/how-to/platform/run-on-windows/): Run on Microsoft Windows - [Run as a Docker Container - fault](https://fault-project.com/how-to/platform/run-with-docker/): Run as a Docker Container - [Understand the Proxy Lifecycle - fault](https://fault-project.com/how-to/proxy/lifecycle/): Understand the Proxy Lifecycle - [Configure the TUI - fault](https://fault-project.com/how-to/proxy/tui/): Configure the TUI - [Inject Bandwidth Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-bandwidth/): Inject Bandwidth Network Fault - [Inject Blackhole Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-blackhole/): Inject Blackhole Network Fault - [Inject HTTP Errors - fault](https://fault-project.com/how-to/proxy/faults/configure-http-error/): Inject HTTP Errors - [Inject Jitter Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-jitter/): Inject Jitter Network Fault - [Inject Latency Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-latency/): Inject Latency Network Fault - [Inject Faults Into LLM API Calls - fault](https://fault-project.com/how-to/proxy/faults/configure-llm/): Inject Faults Into LLM API Calls - [Inject Packet Loss Network Fault - fault](https://fault-project.com/how-to/proxy/faults/configure-packet-loss/): Inject BaPacket Lossdwidth Network Fault - [Extend with gRPC plugins - fault](https://fault-project.com/how-to/proxy/faults/extending/): Extend with gRPC plugins - [Simulate Network Faults On Any TCP-based Traffic - fault](https://fault-project.com/how-to/proxy/protocols/tcp/): Simulate Network Faults On Any TCP-based Traffic - [Intercept Network Traffic Transparently - fault](https://fault-project.com/how-to/proxy/stealth/configure-stealth-mode/): Intercept Network Traffic Transparently with eBPF - [Generate Automated Reliability Testing Scenarios - fault](https://fault-project.com/how-to/scenarios/generate/): Generate Automated Reliability Testing Scenarios - [Generate Automated Reliability & Performance Reports - fault](https://fault-project.com/how-to/scenarios/reporting/): Generate Automated Reliability & Performance Reports - [Run Reliability Testing Scenarios - fault](https://fault-project.com/how-to/scenarios/run/): Run Reliability Testing Scenarios ## Reference - [Builtin Faults - fault](https://fault-project.com/reference/builtin-faults/): Helping Engineers and AI-agents cooperate to build reliable applications - [CLI Commands - fault](https://fault-project.com/reference/cli-commands/): Helping Engineers and AI-agents cooperate to build reliable applications - [Environment Variables - fault](https://fault-project.com/reference/environment-variables/): Helping Engineers and AI-agents cooperate to build reliable applications - [Platform Injection - fault](https://fault-project.com/reference/injection/): Helping Engineers and AI-agents cooperate to build reliable applications - [TCP Proxy Mapping - fault](https://fault-project.com/reference/proxy-mapping-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scenario File Format - fault](https://fault-project.com/reference/scenario-file-format/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scheduling Intervals - fault](https://fault-project.com/reference/schedule-intervals-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications ## Tutorials - [Creating a Reliability Testing Scenario Tutorial - fault](https://fault-project.com/tutorials/create-scenario/): Creating a Reliability Testing Scenario Tutorial - [Getting Started Tutorial - fault](https://fault-project.com/tutorials/getting-started/): Getting Started Tutorial - [Basic Install Steps - fault](https://fault-project.com/tutorials/install/): Basic Install Steps - [tldr of fault - fault](https://fault-project.com/tutorials/tldr/): tldr of fault # fault > fault is an Open-Source Rust-powered CLI and AI-MCP server that lets engineers and AI agents team up to ship production-ready code. - [Homepage](https://fault-project.com/) - [Repository](https://github.com/fault-project/fault-cli) - Build Like You Have a Full Team: Get AI-powered review hints on reliability, performance and best practices. - Ground Your Deliveries: Automate SLO-validated scenarios with zero config - preview your feature under fault in seconds. - Replay Incidents with Ease: Swiftly understand how your application reacts by exploring production flakiness locally. ## Explanations - [Fault Injection Basics - fault](https://fault-project.com/explanations/fault-injection-basics/): Understanding Fault Injection: Purpose and Use in Reliability Engineering - [Technical Journey - fault](https://fault-project.com/explanations/technical-journey/): My Technical Journey Through fault - [Understanding eBPF - fault](https://fault-project.com/explanations/understanding-ebpf/): Understanding eBPF and its Context In Reliability Engineering - [Why fault? - fault](https://fault-project.com/explanations/why-fault/): Why fault? ## How-to - [Installing the fault cli - fault](https://fault-project.com/how-to/install/): Helping Engineers and AI-agents cooperate to build reliable applications - [Chaos Toolkit - fault](https://fault-project.com/how-to/run-with-chaostoolkit/): Helping Engineers and AI-agents cooperate to build reliable applications - [Reliably - fault](https://fault-project.com/how-to/run-with-reliably/): Helping Engineers and AI-agents cooperate to build reliable applications - [Code Review & Suggestions - fault](https://fault-project.com/how-to/agent/code-suggestions/): Helping Engineers and AI-agents cooperate to build reliable applications - [LLM Configuration - fault](https://fault-project.com/how-to/agent/llm-configuration/): Helping Engineers and AI-agents cooperate to build reliable applications - [MCP Server Configuration - fault](https://fault-project.com/how-to/agent/mcp-server-configuration/): Helping Engineers and AI-agents cooperate to build reliable applications - [MCP Tools - fault](https://fault-project.com/how-to/agent/mcp-tools/): Helping Engineers and AI-agents cooperate to build reliable applications - [Platform Analysis - fault](https://fault-project.com/how-to/agent/platform-advices/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scenario Analysis - fault](https://fault-project.com/how-to/agent/report-advices/): Helping Engineers and AI-agents cooperate to build reliable applications - [GitHub Action - fault](https://fault-project.com/how-to/ci/github/): Helping Engineers and AI-agents cooperate to build reliable applications - [AWS - fault](https://fault-project.com/how-to/inject/aws/): Helping Engineers and AI-agents cooperate to build reliable applications - [Google Cloud Platform - fault](https://fault-project.com/how-to/inject/gcp/): Helping Engineers and AI-agents cooperate to build reliable applications - [Kubernetes - fault](https://fault-project.com/how-to/inject/kubernetes/): Helping Engineers and AI-agents cooperate to build reliable applications - [Overview - fault](https://fault-project.com/how-to/inject/overview/): Helping Engineers and AI-agents cooperate to build reliable applications - [Open Telemetry - fault](https://fault-project.com/how-to/observability/traces/): Helping Engineers and AI-agents cooperate to build reliable applications - [Kubernetes - fault](https://fault-project.com/how-to/platform/run-on-kubernetes/): Helping Engineers and AI-agents cooperate to build reliable applications - [Windows - fault](https://fault-project.com/how-to/platform/run-on-windows/): Helping Engineers and AI-agents cooperate to build reliable applications - [Docker - fault](https://fault-project.com/how-to/platform/run-with-docker/): Helping Engineers and AI-agents cooperate to build reliable applications - [Lifecycle - fault](https://fault-project.com/how-to/proxy/lifecycle/): Helping Engineers and AI-agents cooperate to build reliable applications - [TUI - fault](https://fault-project.com/how-to/proxy/tui/): Helping Engineers and AI-agents cooperate to build reliable applications - [Bandwidth - fault](https://fault-project.com/how-to/proxy/faults/configure-bandwidth/): Helping Engineers and AI-agents cooperate to build reliable applications - [Blackhole - fault](https://fault-project.com/how-to/proxy/faults/configure-blackhole/): Helping Engineers and AI-agents cooperate to build reliable applications - [HTTP Error - fault](https://fault-project.com/how-to/proxy/faults/configure-http-error/): Helping Engineers and AI-agents cooperate to build reliable applications - [Jitter - fault](https://fault-project.com/how-to/proxy/faults/configure-jitter/): Helping Engineers and AI-agents cooperate to build reliable applications - [Latency - fault](https://fault-project.com/how-to/proxy/faults/configure-latency/): Helping Engineers and AI-agents cooperate to build reliable applications - [LLM - fault](https://fault-project.com/how-to/proxy/faults/configure-llm/): Helping Engineers and AI-agents cooperate to build reliable applications - [Packet Loss - fault](https://fault-project.com/how-to/proxy/faults/configure-packet-loss/): Helping Engineers and AI-agents cooperate to build reliable applications - [Extend fault - fault](https://fault-project.com/how-to/proxy/faults/extending/): Helping Engineers and AI-agents cooperate to build reliable applications - [TCP Proxies - fault](https://fault-project.com/how-to/proxy/protocols/tcp/): Helping Engineers and AI-agents cooperate to build reliable applications - [Stealth Mode (eBPF) - fault](https://fault-project.com/how-to/proxy/stealth/configure-stealth-mode/): Helping Engineers and AI-agents cooperate to build reliable applications - [Generate - fault](https://fault-project.com/how-to/scenarios/generate/): Helping Engineers and AI-agents cooperate to build reliable applications - [Report - fault](https://fault-project.com/how-to/scenarios/reporting/): Helping Engineers and AI-agents cooperate to build reliable applications - [Run - fault](https://fault-project.com/how-to/scenarios/run/): Helping Engineers and AI-agents cooperate to build reliable applications ## Reference - [Builtin Faults - fault](https://fault-project.com/reference/builtin-faults/): Helping Engineers and AI-agents cooperate to build reliable applications - [CLI Commands - fault](https://fault-project.com/reference/cli-commands/): CLI Reference - [Environment Variables - fault](https://fault-project.com/reference/environment-variables/): Helping Engineers and AI-agents cooperate to build reliable applications - [Platform Injection - fault](https://fault-project.com/reference/injection/): Injecting fault Into Your Platform - [TCP Proxy Mapping - fault](https://fault-project.com/reference/proxy-mapping-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scenario File Format - fault](https://fault-project.com/reference/scenario-file-format/): Helping Engineers and AI-agents cooperate to build reliable applications - [Scheduling Intervals - fault](https://fault-project.com/reference/schedule-intervals-syntax/): Helping Engineers and AI-agents cooperate to build reliable applications ## Tutorials - [Creating Scenario - fault](https://fault-project.com/tutorials/create-scenario/): Helping Engineers and AI-agents cooperate to build reliable applications - [Getting Started with the Proxy - fault](https://fault-project.com/tutorials/getting-started/): Helping Engineers and AI-agents cooperate to build reliable applications - [Install - fault](https://fault-project.com/tutorials/install/): Helping Engineers and AI-agents cooperate to build reliable applications - [tl;dr - fault](https://fault-project.com/tutorials/tldr/): Helping Engineers and AI-agents cooperate to build reliable applications
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Ajouté 19/07/2026