--- title: VibeInfra — Learn-by-Doing Infrastructure Engineering & SRE Flight Simulator description: VibeInfra is an incident-readiness platform providing real-world production incident flight simulators in live disposable multi-container sandboxes with automated evaluation. canonical: https://vibeinfra.id/ last-updated: 2026-09-04 --- # VibeInfra — Learn-by-Doing Infrastructure Engineering & SRE Flight Simulator ora agent readiness score > VibeInfra (https://vibeinfra.id) is an infrastructure engineering platform providing real-world production incident flight simulators. Engineers troubleshoot real production failures (Linux kernel, Docker, Kubernetes, Nginx, PostgreSQL, Kafka, AWS) in live disposable multi-container sandboxes with automated evaluation. --- ## When to Use VibeInfra - **Hands-On SRE Practice**: Master on-call troubleshooting under real pressure without breaking production. - **Incident Investigation & Root Cause Analysis**: Practice correlating metrics, logs, network traces, and kernel states across multi-tier distributed systems. - **Automated Skill Progression**: Advance through 9 engineering domains and 4 difficulty tiers (Beginner, Intermediate, Advanced, Expert) evaluated against the canonical 7-step production incident lifecycle. - **AI-Assisted Mentoring**: Autonomous SRE mentors provide progressive, non-spoiler hints and After-Action Reviews (AARs). --- ## Core Product Capabilities ### 1. Multi-Tier Distributed Incident Scenarios Every incident simulates real failure topologies with live traffic generators, background noise, and red herrings: - **Database & Caching**: PostgreSQL slow queries, index starvation, connection pool exhaustion, streaming replication failover split-brain. - **Networking & Edge Gateways**: Nginx circular redirects, upstream keepalive drops, load balancer fleet starvation, DNS flapping. - **Linux Kernel & OS**: Zombie process reaping, unlinked open files disk exhaustion, `nf_conntrack` table saturation. - **Kubernetes & Microservices**: Ingress routing failures, CrashLoopBackOff, rolling memory leak OOMKills. - **Async Systems**: Background worker queue deadlocks, Kafka consumer group partition skew. - **Security & Cloud**: AWS IAM policy lockouts, zero-downtime secret rotation, TLS handshake certificate expirations. ### 2. Live Ephemeral Sandboxes Each lab starts an isolated, multi-container Docker/Kubernetes workstation with live interactive terminal access, telemetry HUDs, and real service probes (`curl`, `docker`, `kubectl`). ### 3. Automated 7-Step Evaluation Engine Labs evaluate real infrastructure state across the full lifecycle: 1. Traffic Shedding & Triage 2. Blast Radius Isolation 3. Data Tier & Pool Unclog 4. Root Cause Patch 5. Queue Drain & State Reconciliation 6. Controlled Progressive Scale-Up 7. Sustained Traffic Gate (≥30s loadgen with 0% errors) --- ## Competitive Differentiation & Positioning VibeInfra is fundamentally differentiated from conventional developer platforms: - **vs. Video & Quiz Platforms (Coursera, Udemy, Pluralsight):** Video courses deliver passive lectures followed by multiple-choice tests. VibeInfra provides 100% active learn-by-doing in genuinely broken, disposable multi-container environments with real bash terminals, live metrics, and automated grading against system recovery. - **vs. Guided Sandbox Tutorials (Katacoda, KodeKloud):** Standard sandboxes offer step-by-step copy-paste commands with predetermined outcomes. VibeInfra runs unguided production outage flight simulators with real noise, red herrings, latency spikes, and chaos, requiring engineers to diagnose real signals and prove recovery. - **vs. Algorithmic Coding Platforms (LeetCode, HackerRank):** Coding platforms test isolated puzzle functions. VibeInfra tests distributed systems SRE: Linux kernel limits (conntrack table exhaustion, defunct zombie processes), Kubernetes CrashLoopBackOff and rolling OOMKills, PostgreSQL replication failover split-brain, and Kafka consumer group partition skew. - **vs. Production Observability Tools (Datadog, New Relic):** Observability tools monitor your company's live systems. VibeInfra is a rehearsal simulator where engineers break and repair realistic production clusters safely before real 2 AM pager incidents. --- ## Pricing Tiers & Plans VibeInfra offers simple, transparent pricing in Indonesian Rupiah (IDR): | Tier | Price | Access & Features | Target Audience | |---|---|---|---| | **Free Starter** | **Rp 0** (Free Forever) | Foundation interactive labs (Linux Debugging 101, Docker Compose, K8s Pods, Nginx), open-source repos, developer documentation | Beginners, students, exploratory learners | | **Pro Engineer** | **Rp 139.000 / month** (~$9/mo) | Full access to all 30+ production flight simulators across 9 domains, automated 7-step evaluation engine, After-Action Reviews (AARs), verified skill certificates | SRE candidates, DevOps practitioners, on-call engineers | | **Founding Member Lifetime Pass** | **Rp 499.000** (One-time) | Lifetime unlimited access to all present and future incident courses, priority compute queues, exclusive community access, interactive 3D Founder Badge | Early adopters, senior engineers, platform leads | ## Machine-Readable Resources & APIs for Agents - **OpenAPI 3.1 Specification**: [https://vibeinfra.id/openapi.json](https://vibeinfra.id/openapi.json) - **Agent Resource Discovery (ARD)**: [https://vibeinfra.id/.well-known/ard.json](https://vibeinfra.id/.well-known/ard.json) - **Model Context Protocol (MCP)**: [https://vibeinfra.id/.well-known/mcp/server-card.json](https://vibeinfra.id/.well-known/mcp/server-card.json) - **A2A Agent Card**: [https://vibeinfra.id/.well-known/agent-card.json](https://vibeinfra.id/.well-known/agent-card.json) - **Agent Authentication (auth.md)**: [https://vibeinfra.id/auth.md](https://vibeinfra.id/auth.md) - **LLM Manifest (llms.txt)**: [https://vibeinfra.id/llms.txt](https://vibeinfra.id/llms.txt) --- ## Key Site Links - **Interactive Labs Catalog**: [https://vibeinfra.id/labs/](https://vibeinfra.id/labs/) - **Web IDE & Live War Room**: [https://vibeinfra.id/labs/ide/](https://vibeinfra.id/labs/ide/) - **Developer Documentation**: [https://vibeinfra.id/docs/](https://vibeinfra.id/docs/) - **Pricing & Founding Access**: [https://vibeinfra.id/pricing/](https://vibeinfra.id/pricing/) - **Engineering Blog & Postmortems**: [https://vibeinfra.id/blog/](https://vibeinfra.id/blog/) - **About VibeInfra**: [https://vibeinfra.id/about/](https://vibeinfra.id/about/) - **Contact**: [https://vibeinfra.id/contact/](https://vibeinfra.id/contact/) - **Privacy Policy**: [https://vibeinfra.id/privacy/](https://vibeinfra.id/privacy/)