Core Curriculum Labs

Design Once, Run Anywhere

With **CloudX Canvas**, instructors can design and digitize labs without managing complex infrastructure.

• Select the cloud provider – AWS, Azure, Google Cloud, Oracle, or Utho.
• Define steps and outcomes – e.g., create a Resource Group or VPC, configure storage and databases, deploy compute and load balancers, and finish with a live full-stack app.
• Draft content directly or let AI assist in generating detailed instructions.
• Set success criteria for each step to ensure students achieve the right outcomes.

Labs can be authored in-house or digitized via a **managed service**, where the Meghkosh team helps institutions set up reusable lab content aligned with the curriculum.

Student Experience: A Perfect Sandbox

When a student initiates a lab, Meghkosh provisions a **dedicated cloud account** — secure, quota-bound, and scoped to the lab.

• Students progress through guided workbooks step by step.
• Real-time monitoring ensures correctness; if stuck, the system can explain the concept or suggest a fix (based on instructor permissions).
• Every task is validated before progression, ensuring students complete the full learning cycle.

The result? A working full-stack cloud application: resource group, storage, database, compute host, networking, load balancer, and a live application link — built by each student independently.

Trusted Evaluation with TruthSeeker

Every lab concludes with a **TruthSeeker evaluation** — an AI-driven agent that validates final outputs holistically:

• **API endpoints**: request/response checks
• **Web applications**: functional testing of the deployed link
• **Semantic validation**: ensuring the deployment meets learning goals
• **Media outputs**: verifying image, audio, or video results when applicable

TruthSeeker ensures students are graded fairly and consistently, freeing instructors from manual assessments while maintaining academic rigor.

Centralized Oversight with CloudX Observe

For faculty and administrators, **CloudX Observe** acts as a **central telemetry platform**:

• Monitor **all students, batches, and semesters** in real time
• Track **progress, scores, and completion rates** at individual and group levels
• Analyze strengths and weaknesses for targeted academic interventions
• Generate **reports and insights** for accreditation, curriculum planning, and performance benchmarking
• Receive AI-powered **recommendations** for improving labs and teaching outcomes

CloudX Observe ensures visibility at scale, enabling educators to shift from reactive grading to proactive mentoring.

Institutional Advantage

The Value

Meghkosh doesn't just digitize labs. It creates **standardized, secure, and industry-relevant learning experiences** — preparing students for tomorrow's challenges, one deployment at a time.