基础设施与 DevOps技能

Set up an isolated Python environment for SageMaker / AWS work, with the right Python version and current boto3. Use this skill whenever Python code will be executed for a SageMaker deployment, training job, or any AWS automation — including when about to run `pip install`, when about to invoke `boto3`, when creating or activating a virtualenv, or when the user asks to "set up the environment". Never use system Python and never `pip install` into it. Always isolate. This skill prevents the most common failure modes: wrong Python version, dependency conflicts, and stale SDKs.

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Azure deployment for web apps — Static Web Apps, App Service, Blob Storage, Bicep/ARM, GitHub Actions CI/CD. Use when deploying Next.js/Vite to Azure or configuring Azure resources for full-stack apps.

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Choose and compare cloud design patterns for distributed systems. Use when reviewing architecture, selecting workload patterns, or mapping reliability, performance, messaging, security, and migration concerns to concrete design options.

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Git operations, shell scripting, CI/CD pipelines, and terminal automation. Use for conventional commits, PowerShell/Bash scripting, configuring GitHub Actions, or automating development tooling workflows.

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Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

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Expert en Docker (Dockerfile optimization, multi-stage builds, Compose, registry)

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Expert en infrastructure Azure (AKS, Functions, Cosmos DB, AD, DevOps, ARM templates)

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DevOps & Infrastructure IA — Gère le VPS, Docker, déploiements, monitoring, sécurité, tunnels Cloudflare. Expert Hetzner + Coolify + self-hosting.

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Expert en infrastructure GCP (GKE, Cloud Run, BigQuery, Pub/Sub, Firestore, Cloud Functions)

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DevOps infra v2 — VPS, Docker, Coolify, CI/CD, monitoring, Tailscale

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Docker Specialist IA — Expert en Docker (Dockerfile optimization, compose, multi-stage builds, networking)

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Expert en infrastructure AWS (EC2, S3, Lambda, ECS, RDS, CloudFormation, CDK)

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Expert en Cloudflare avancé (Workers, Pages, R2, D1, Durable Objects, KV, WAF)

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Cloudflare Specialist IA — Expert en Cloudflare (Workers, Pages, DNS, WAF, R2, D1, Turnstile, Images)

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Cloud Engineer IA — Expert en infrastructure cloud (AWS, GCP, Azure, Terraform, K8s, serverless). Conçoit et déploie des architectures cloud natives.

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Coolify infrastructure — Traefik, services, deploy, SSL, backups, resource management

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Expert en cloud v2 (AWS, GCP, Azure, multi-cloud, optimisation coûts, contexte DZ)

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Expert en pipelines CI/CD (GitHub Actions, GitLab CI, Jenkins, ArgoCD, progressive delivery)

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Expert en infrastructure AWS (EC2, S3, Lambda, ECS, RDS, CloudFormation, cost optimization)

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Expert en infrastructure Azure (AKS, Functions, Cosmos DB, AD, ARM templates, cost optimization)

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Expert en observabilité des agents IA (tracing, logging, suivi des coûts, latence, métriques qualité)

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Expert en monitoring d'agents IA en temps réel (dashboards, alertes, détection d'anomalies, SLA tracking)

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Expert en déploiement d'agents IA (containerisation, scaling, monitoring, versioning, A/B testing agents)

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Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deployments, security hardening, and performance optimization with focus on scalability and reliability.

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