The Inference Sandbox
37 hands-on labs across four tiers. Configure meshes, build apps, simulate routing, design agents, architect production systems, deploy enterprise meshes, and master CI/CD, MLOps, observability, IaC, disaster recovery, IAM, data engineering, FinOps, and security operations.
Visualizing Distributed Inference
Understand how inference moves across devices in a mesh.
Build a Simple Mesh Node
Learn how a device joins the mesh.
Routing Simulation
Understand how DOSFI chooses the best device.
Zero-Install Demo
Demonstrate Zero-Install Computing.
Cross-Device Workflow
Show how workflows span multiple devices.
Build Your First Mesh-Native App
Build a simple mesh-native counter app.
Multi-Device Chat App
Build a distributed chat app.
Distributed Sensor App
Build a mesh-native sensor aggregator.
Multi-Node To-Do App
Build a mesh-native productivity app.
Build a Custom Routing Policy
Learn routing policy design.
Mesh-Native UI Builder
Build a UI schema for a multi-device app.
Storage Schema Integration
Persist app data across devices.
Design a Mesh-Native Agent
Declare a complete Mesh-Native Agent bundle with the five components, execution tags, and privacy tier.
Test Multi-Node Execution
Run an agent across a multi-node mesh and observe distributed state coordination.
Debug Routing Failures
Diagnose and fix routing failures using the five-step mesh debugging methodology.
Publish an Agent to the Marketplace
Complete the publisher onboarding flow and list an agent on MeshNativeExchange.
Monitor a Distributed Agent Workload
Monitor a distributed agent workload using MeshInfer runtime APIs.
Mesh Debugging Pipeline — Cascading Failure
Diagnose and fix a cascading routing failure using the five-step mesh debugging methodology.
Performance Engineering Workbench
Apply the USE method to benchmark and optimize mesh performance across three configurations.
Build a Mesh-Native CI/CD Pipeline
Create an automated build, test, and deploy pipeline for a mesh-native app with canary deployment and rollback automation.
Model Lifecycle & Drift Detection
Deploy, monitor, and detect drift in a distributed inference model with automated retraining triggers.
Build a Multi-Device Inference Pipeline
Architect a multi-node inference workflow.
Privacy-Preserving Mesh Design
Build a privacy-first mesh workflow.
High-Availability Mesh
Design a mesh that never goes down.
Implement a Custom Transport Adapter
Configure the five transport adapters in fixed execution order and drive a bundle through the lifecycle.
Drive End-to-End Bundle Envelope Lifecycle
Select a typed bundle and drive it through all eight transport lifecycle phases.
Implement a Settlement State Machine
Drive the MNE settlement state machine through two-phase issuance with append-only ledger integrity.
Build a Mesh Observability Dashboard
Instrument a mesh with distributed tracing, metrics, structured logging, SLOs, and alerting.
Define a Mesh Topology as Code
Define a complete mesh topology, routing policies, and privacy tiers as versioned, reviewable code.
Multi-Region Disaster Recovery
Design and test a multi-region failover strategy for a production mesh with RPO/RTO targets.
Enterprise IAM & RBAC Configuration
Configure RBAC, ABAC, federation, MFA, and privileged access for an enterprise mesh.
Build a Mesh Data Pipeline with Governance
Build an ETL pipeline with data lineage, classification, and retention policies on the mesh.
Deploy a 20-Node Enterprise Test Mesh
Plan, provision, and govern a 20-node production DOSFI mesh with org-scoped identity and policy enforcement.
Simulate DIU Settlement & Hard Cap
Model the Vital (DIU) economic layer: metering, price scaling, two-phase issuance, and hard cap enforcement.
Implement Zero-Trust Policy Enforcement
Configure zero-trust mesh security controls and validate against attack scenarios.
Mesh Cost Optimization & Chargeback
Analyze mesh compute costs, optimize routing for cost, and configure chargeback to teams.
Security Incident Response Automation
Detect, investigate, and respond to a security incident on the mesh with SOAR automation.