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AI Agent Infrastructure


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💎 Enterprise AI Development Platform - CLI & Model Agnostic 💎

Break free from AI platform lock-in. Optimize costs. Scale infrastructure.


Meet Your AI Development Dream Team

Five specialized agents with distinct personalities working together 24/7

Morgan

The Knowledge Architect

Morgan Avatar

✍️ Personality: Articulate & organized
📖 Superpower: Explains complex things simply
💬 Motto: "Knowledge shared is knowledge squared!"

Rex

The Backend Powerhouse

Rex Avatar

🦀 Personality: Hardcore backend engineer
Superpower: Lightning-fast Rust implementation
💬 Motto: "Zero-cost abstractions, max performance!"

Blaze

The Interface Maestro

Blaze Avatar

🎨 Personality: Creative & UX obsessed
Superpower: Beautiful, responsive interfaces
💬 Motto: "Great UX makes complex simple!"

Cleo

The Quality Guardian

Cleo Avatar

🎨 Personality: Meticulous & wise
🔍 Superpower: Spots improvements instantly
💬 Motto: "Excellence isn't negotiable!"

Tess

The Testing Genius

Tess Avatar

🕵️ Personality: Curious & thorough
🎪 Superpower: Finds edge cases others miss
💬 Motto: "If it can break, I'll find it first!"

Cipher

The Security Sentinel

Cipher Avatar

🛡️ Personality: Vigilant & protective
🔒 Superpower: Spots vulnerabilities early
💬 Motto: "Trust, but verify everything twice!"


🌟 The Magic: Team Collaboration

Watch the magic happen when they work together:

📚 Phase 1
Morgan documents
requirements & architecture

⚡ Phase 2
Rex & Blaze build in parallel
(backend, frontend, or both)

🛡️ Phase 3
Cleo, Tess & Cipher ensure
quality, testing & security

💡 Project Flexibility:

**🦀 Backend Projects**
Rex builds APIs, services, databases
**✨ Frontend Projects**
Blaze creates UIs, dashboards, apps
**🚀 Full-Stack Projects**
Rex & Blaze work together seamlessly
**🛡️ Quality Always**
Cleo reviews, Tess tests, Cipher secures

🎯 Result: Production-Ready Code

Fast • Elegant • Tested • Documented • Secure


It's like having a senior development team that never sleeps, never argues, and always delivers! 🎭


🔮 Coming Soon: Advanced Agent Features

🌐 Remote Agent Access & Automated Development

Work from anywhere and automate your development pipeline

📱 Remote Agent Control

  • Work from anywhere - Access your agents remotely via MCP
  • Always available - Agents work even when you're offline
  • Secure access - Enterprise-grade remote connectivity
  • Mobile ready - Control agents from any device

🤖 GitHub Issue Automation

  • Feature requests via issues - Just create a GitHub issue
  • Automated development - Agents implement features automatically
  • Zero manual process - From issue to deployment, fully automated
  • Continuous delivery - New features ship without human intervention

🚀 Business Impact:

Reduce development cycle time by 90% • Work from anywhere • Scale development without hiring


🛠️ Custom Agent Creation Platform

Create specialized agents tailored to your exact workflow

🎨 Your Vision, Your Agent

  • Custom Personalities - Define unique agent behavior
  • Specialized Skills - Build for your specific use cases
  • Team Integration - Works alongside Rex, Blaze & the crew
  • GitHub App Integration - Native repository access

⚡ MCP-Powered Creation

  • Simple MCP Calls - Create agents programmatically
  • No Complex Setup - From idea to working agent quickly
  • Enterprise Ready - Built for infrastructure teams
  • Unlimited Possibilities - DevOps, Security, QA, Documentation

💡 Imagine:

A custom "Database Migration Agent" that understands your schema • A "Security Compliance Agent" for your specific requirements • A "Performance Testing Agent" tuned to your benchmarks

🚀 This is the future of AI-powered development infrastructure


🚀 What We're Building

The Problem 😔

AI-enabled organizations face platform dependency:

  • 📈 Unexpected price increases & rate limits from AI platforms
  • 🔒 Locked into AI platform pricing - no direct provider access
  • 🚫 No CLI flexibility - stuck with platform-specific tools
  • 📊 Zero cost optimization - can't compare AI providers
  • 🏢 Enterprise budgets subject to platform policy changes
  • 💬 Constant prompt loops - inefficient back-and-forth with agents
  • 🗑️ AI slop - low-quality, hard-to-maintain generated code

Our Solution 🎉

Direct AI provider access with enterprise orchestration:

  • 🔄 Any CLI, any AI model - complete flexibility
  • 💰 Direct AI provider relationships - bypass platform middlemen
  • ⚖️ Real-time cost optimization across AI providers
  • 🛠️ Infrastructure-grade reliability & scaling
  • 🚀 Price stability - independent of platform policy changes

🧪 Rapid AI Experimentation:

  • 🆕 Easy model testing - experiment with new models as they launch
  • 🔄 CLI flexibility - adapt to new tools without process changes
  • Fast-moving AI landscape - stay current without core disruption

📋 Context Engineering vs. Vibe Coding:

  • 📝 Document-level work - all discussion happens in structured docs
  • 🚫 No prompt loops - avoid maddening back-and-forth with agents
  • 🎯 Proactive context - comprehensive upfront planning, not reactive coding
  • 🤖 Autonomous execution - agents work independently via GitHub issues

🔍 Quality Assurance vs. AI Slop:

  • Enterprise QA process - rigorous code quality standards
  • 🧹 Clean, maintainable code - easily understood and debugged
  • 🚫 No AI slop - quality over quantity approach

⚡ Flagship Projects

Project Description Stats Stack
CTO
Cognitive Task Orchestrator
AI agents ship
production code
Stars Forks Rust K8s
Toolman
MCP Server Manager
Selective MCP tool
exposure & management
Stars Forks Rust MCP
Agent Docs
Documentation Hub
One-stop shop for
project documentation
Stars Forks Rust PostgreSQL OpenAI

🏢 Built for Infrastructure Teams That Enable Organizations

Why 5D Labs vs. The Competition?

Feature AI Platforms 5D Labs
AI Pricing 📈 Platform dependent 💰 Direct AI provider access
CLI Support 🚫 Platform-specific ✅ Universal integration
Cost Control 🔒 Locked AI rates 📊 Real-time AI provider comparison
Development Style 💬 Vibe coding loops 📋 Context engineering
Code Quality 🗑️ AI slop risk ✅ Enterprise QA process
Target 👤 Individual devs 🏢 Infrastructure teams
AI Flexibility 🔗 Through platform only 🚀 Direct provider access
Experimentation 🚫 Limited to platform models 🧪 Rapid model/CLI testing
Rate Limits ❓ Platform AI limits 📊 Provider-specific limits

🎯 Perfect For:

DevOps EngineersPlatform TeamsEngineering ManagersCTOsInfrastructure Architects

Infrastructure teams that empower senior engineers and product teams with flexible, cost-optimized AI development tools.


📊 Platform Impact

📅 Traditional Development ⚡ With 5D Labs
~7-8 days total ~3-5 hours total
Requirements → Code → Test → Docs → Review → Deploy Define → AI Agents Work → Review → Deploy
🐌 Slow, manual process 🚀 AI-accelerated workflow

Result: 95% faster delivery Same quality, less effort More time for innovation

🎯 Platform Architecture

Component Technology Purpose
Core Platform Rust + Kubernetes High-performance agent orchestration
AI Engine Multi-Provider OpenAI, Anthropic, Google, Mistral, xAI, Local Models & more
GitOps Deployment Argo CD Declarative continuous delivery
Event Processing Argo Events Event-driven workflow automation
Task Management Argo Workflows + CRDs Workflow orchestration and state management
Integration GitHub Apps Native repository and PR management
Monitoring Prometheus + Grafana Real-time observability and metrics

🦀 Language Optimization

Rust-First, Multi-Language Ready

**🚀 Optimized for Rust**
Rex delivers peak performance with memory safety
**🔧 Any Language Supported**
Python, Go, TypeScript, Java, C++, and more
**👨‍💼 Custom Implementation**
Our consulting team helps adapt agents to your stack
**⚡ Performance Tuned**
Language-specific optimizations for maximum efficiency

Want agents optimized for Python microservices? Node.js backends? Go APIs? We make it happen.



🛠️ Built on Rock-Solid Technology

Core Platform AI Engine GitOps & Events Integration
Rust Multi-AI Argo GitHub
Fast & Reliable State-of-the-art GitOps Deployment Native PRs

Built with: 🦀 Rust • 🔄 Argo CD • ⚡ Argo Events • 🛠️ Argo Workflows • 📱 GitHub Apps • 🔗 MCP Protocol • ⎈ Helm Charts • 📊 Prometheus Metrics


🚀 Get Started in 5 Minutes

Option 1: Cloud ☁️

# Coming soon - Join the waitlist
curl -sSL https://cloud.5dlabs.com/signup | bash

Option 2: Self-Hosted 🏠

# Install on your K8s cluster
helm repo add 5dlabs https://5dlabs.github.io/cto
helm install agent-platform 5dlabs/agent-platform

Option 3: Try the Demo 🎮

# See it build a REST API instantly
curl -sSL https://demo.5dlabs.com | bash

🌟 Join the AI Development Revolution

⭐ Star
Support project
🍴 Fork
Build with us
💬 Discord
Join community
🐦 X
Get updates
📺 YouTube
Watch tutorials
📖 Docs
Learn more
🐛 Issues
Report bugs
💡 Discuss
Share ideas

📈 What's Next?

Coming Soon 🔜

Feature Description ETA
🔄 Sequential Dependencies Auto-trigger tasks on PR merge Q1 2025
🧪 Live QA Agent Test in real K8s environments Q1 2025
🌐 Multi-CLI Support Grok, Gemini, OpenHands Q2 2025
📊 GitHub Projects Sync Visual project management Q2 2025
🧠 AI Supervision Agents managing agents Q3 2025

View Full Roadmap →


🤝 Contribute

Help us build the future of AI-powered development!

Ways to Contribute

Area Skills How to Help
Core Platform Rust, Kubernetes Build agent orchestration features
AI Integration Rust, APIs Improve AI model integrations
Documentation Technical Writing Create guides and examples
Testing QA, Automation Expand test coverage

Start Contributing →


💼 For Enterprises

Enterprise Roadmap

🚧 On-Premise Deployment • 🚧 SOC2 Compliance • 🚧 Custom Agents • 🚧 SLA Support 🚧 Air-Gapped Operation • 🚧 SAML/SSO • 🚧 Audit Logs • 🚧 24/7 Support

📞 Contact Sales📅 Book Demo


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