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Australian Enterprise AI/ML Solutions
SpectrumWebCo
End-to-end web solutions provider with expertise in AI/ML integration for modern businesses across Australia.
Revolutionize your business with AI/ML integration
Distributed Systems
Our platform supports a range of methodologies for distributed system utilization, including GitOps, microservices, and event-driven architectures for reliable and scalable AI/ML deployments.
kled.io Project Structure
- app
- api
- ui
- config.yaml
- bin
- start.sh
- deploy.sh
- cmd
- server
- worker
- cli
- crates
- core
- ai
- utils
- docs
- api.md
- deployment.md
- ml-models.md
- firebase
- functions
- auth.rules
- firestore.rules
- internal
- models
- services
- auth
- kubernetes
- deployments
- services
- configmaps
- ml
- models
- datasets
- training
- scripts
- setup.sh
- backup.sh
- deploy.sh
Microservices Architecture
Decomposed services for scalability and independent deployment
CI/CD Workflows
Automated testing and deployment pipelines for reliable delivery
Infrastructure as Code
Platform configuration defined and versioned as code
Data Privacy
Encrypted data and security best practices for Australian compliance
Multi-Cloud Support
Deploy on AWS, Azure and GCP with the same infrastructure patterns
State Management
Robust data storage with automated replication and backups
Technology Partners
Powering Australia's AI/ML infrastructure with industry-leading technology partners
Examples
Kled.io Developer Tools
Explore our suite of developer tools designed to streamline your workflow
KledWorkspace
Create consistent, reproducible development environments with our containerized workspaces. Perfect for Rust projects with our pre-configured development container.
Features:
- Pre-configured Rust development environment
- VSCode extensions and tools included
- Docker-in-Docker for containerized builds
- Automated environment setup
- Consistent experiences across team members
Save as: .devcontainer.json
.devcontainer.json
{
"name": "Rust Development Environment",
"image": "ghcr.io/spectrumwebco/kled:latest",
"containerEnv": {
"RUST_BACKTRACE": "1"
},
"extensions": [
"rust-lang.rust-analyzer",
"tamasfe.even-better-toml",
"serayuzgur.crates",
"vadimcn.vscode-lldb"
],
"forwardPorts": [3000, 8080],
"postCreateCommand": "cargo install --path .",
"remoteUser": "kled",
"mounts": [
"source=${localWorkspaceFolder},target=/workspace,type=bind,consistency=cached"
],
"settings": {
"terminal.integrated.shell.linux": "/bin/bash",
"editor.formatOnSave": true,
"rust-analyzer.checkOnSave.command": "clippy"
},
"features": {
"ghcr.io/devcontainers/features/rust:1": {
"version": "latest",
"profile": "complete"
},
"ghcr.io/devcontainers/features/docker-in-docker:2": {}
}
}Platform Demo
Intuitive Platform Interface
Our clean, modern UI makes complex DevOps and AI/ML infrastructure management simple and accessible
Use Cases
Tool Integration
Seamlessly integrate external APIs and tools into agent workflows.
AI/ML Processing
Real-time insights and predictions with powerful machine learning models running on our secure Australian infrastructure.
AI/ML Infrastructure
Powerful machine learning infrastructure for Australian enterprises.
Build once, run anywhere
Create AI agents that work seamlessly across different platforms.
Feature Comparison
See how Kled.io stacks up against other remote development solutions
Features
Compare remote environment solutions
Kled.io
Complete Remote Environment Ecosystem
Gitpod
Cloud Development Environments
GitHub CodeSpaces
GitHub-integrated Development
Local Development
Traditional Local Setup
Secure Code Collaboration
Real-time Environment Sharing
AI/ML Infrastructure
Multi-user Access Control
Persistent Workspaces
Enterprise SSO Integration
Automated Environment Setup
Ready to experience the Kled.io difference? Get started with our fully-featured platform today.
Community Updates
Join Our Journey
Follow our progress and connect with a community of innovators
🚀 Today marks a new era in remote development! We've just open-sourced our core GitOps architecture on GitHub. After 2 years of building in stealth, we're thrilled to share how we've reimagined remote environments for AI/ML development. Check out our repositories and join us in shaping the future of cloud development environments. This is just the beginning. #OpenSource #GitOps #RemoteDevelopment #AIEngineering
Key Technology
GitOps Architecture
Version-controlled infrastructure and applications using DevOps best practices for Kubernetes deployments.
Kubernetes Deployment
Streamlined container orchestration with automated scaling, deployment, and management of containerized applications.
Data Security
Robust security framework that separates customer data from AI training and inference processes.
Australian Enterprise Focus
Tailored solutions designed specifically for the needs and compliance requirements of Australian businesses.
AI/ML Integration
Seamless incorporation of AI and machine learning capabilities into existing business workflows and processes.
Infrastructure Automation
Automated deployment of AI/ML throughout your connected infrastructure with minimal manual intervention.
Powering Australian Enterprises with Advanced AI/ML Solutions
Our GitOps-driven architecture and Kubernetes deployment provide unmatched reliability, scalability, and security for mission-critical AI/ML applications.
Statistics
Client Success Stories
Trusted by Australia's Leading Enterprises
See how Australian organizations are leveraging our GitOps architecture and Kubernetes deployment to transform their AI/ML adoption journey.
“Kled.io has transformed how we utilize AI in our business operations. The GitOps architecture ensures our deployments are consistent and reliable.”
Sarah Mitchell
National Australia Bank
“The Kubernetes deployment system has significantly reduced our infrastructure management overhead while improving our application reliability.”
James Wilson
Telstra Digital
“As an Australian enterprise, we appreciate Kled.io's focus on local compliance and data sovereignty requirements. It made our AI adoption journey much smoother.”
Emily Zhang
Westpac Group
“The separation of customer data from AI processes has been crucial for maintaining our strict privacy standards while still benefiting from AI innovation.”
David Nguyen
Commonwealth Bank
“Kled.io's infrastructure automation capabilities have allowed us to deploy AI solutions across our organization with minimal IT overhead.”
Michael Thompson
Woolworths Group
“The end-to-end approach to AI/ML adoption has significantly accelerated our digital transformation initiatives.”
Jessica Lee
Australia Post
Pricing
Simple pricing for everyone.
Choose an affordable plan that's packed with the best features for engaging your audience, creating customer loyalty, and driving sales.
Starter
Perfect for individuals getting started with AI development
- Limited platform tokens
- Basic API access
- Community forum support
- Standard compute resources
- Single project workspace
- Email support (24 hour response)
ProfessionalMost Popular
Ideal for professional developers with GPU needs
- More platform tokens
- GPU support included
- Priority API access
- Advanced compute options
- Multiple project workspaces
- Email support (12 hour response)
- Advanced analytics
Business
For businesses requiring unlimited resources
- No token limits
- Bring your own compute
- Dedicated resources
- Team collaboration features
- Private workspaces
- Premium support (4 hour response)
- Custom deployment options
- Enhanced security features
Enterprise
Custom solutions for large organizations
- Custom token allocation
- Dedicated infrastructure
- Air-gapped deployment options
- 24/7 priority support
- Dedicated account manager
- Custom integration solutions
- On-premise deployment available
- SLA guarantees
- Compliance and security audits
Community
We're grateful for the amazing open-source community that helps make our project better every day.
Blog
Infrastructure as Code for ML: Leveraging HashiCorp Terraform in Kled.io
Learn how HashiCorp Terraform enables ML teams to provision and manage consistent, reproducible infrastructure for machine learning workloads in Kled.io's remote environment ecosystem.
Runtime Security for ML Workloads: Integrating Falco with Kled.io
Discover how Kled.io's integration with Falco provides real-time security monitoring for machine learning pipelines, safeguarding your data, models, and infrastructure from threats and anomalies.
GitOps for ML: Continuous Delivery with ArgoCD in Kled.io
Explore how Kled.io leverages ArgoCD to implement GitOps principles for machine learning deployments, enabling versioned, reproducible, and auditable model delivery pipelines.
Taming ML Configuration Complexity with Hydra in Kled.io
Learn how Kled.io integrates Hydra, Facebook Research's powerful configuration framework, to manage complex ML experiment configurations, improving reproducibility and team collaboration.
High-Performance Object Storage for ML: MinIO Integration in Kled.io
Discover how Kled.io's MinIO integration provides a high-performance, S3-compatible object storage solution for machine learning datasets, models, and artifacts, enabling efficient data management at any scale.
Streamlining ML Experimentation with MLflow in Kled.io
Explore how Kled.io's MLflow integration enables comprehensive experiment tracking, model versioning, and reproducibility, helping ML teams accelerate their development cycles while maintaining rigorous governance.
Ready to transform your enterprise with AI/ML?
Join leading Australian organizations leveraging our GitOps architecture and Kubernetes deployment for seamless AI/ML integration into their business processes.
Australian-owned and operated • Secure and compliant • Enterprise-grade support