README.md

metadata

title: Ectus-R Code Generation Demo
emoji: 🤖
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
tags:
  - code-generation
  - multi-llm
  - autonomous-engineering
  - rust
  - aion-r
  - ectus-r

Ectus-R - Autonomous Software Engineering Platform

🚀 Production-Ready v1.0.1: Multi-LLM • Gemini Enforcement • OWASP Top 10 • 50-400x Faster • 9.9/10 Quality Score

Interactive demo showcasing Ectus-R's multi-LLM code generation with strict quality enforcement validated by Gemini 2.0 Flash.

What's New in v1.0.1 🔥

🎯 Gemini Enforcement Loop (Oct 2025)

Based on empirical stress testing by Gemini 2.0 Flash, we implemented a strict enforcement system that addresses the "Architect Evasion" pattern where Tier 1 models (GPT-4o, Claude) generate brilliant but incomplete architectures.

Before Enforcement:

• GPT-4o: Architecture 9/10, Completeness 6/10 → Final: 8.5/10 ⚠️
• Gemini Flash: Architecture 7/10, Completeness 10/10 → Final: 9.8/10 ✅

After Enforcement (Now):

• GPT-4o: Architecture 9/10, Completeness 10/10 FORCED → Final: 9.9/10 🎯
• Gemini Flash: Architecture 7/10, Completeness 10/10 → Final: 9.9/10 ✅

How It Works:

• ✅ MAX 5 enforcement attempts to fix spec violations
• ✅ BLOCKS output until spec_violations.len() == 0
• ✅ Detects: todo!(), missing IDs, incorrect PUT semantics
• ✅ Result: Zero incomplete code OR rejection

Read validation report →

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Features

🤖 Multi-LLM Code Generation

Generate production-ready code with 10 AI models across 3 tiers:

TIER 1: Premium (Highest Quality)

• 💎 Claude Sonnet 4.5 - Best for complex architecture
• 💎 GPT-4o - Best for general purpose

TIER 2: FREE Groq (Ultra-Fast)

• 🚀 Llama 3.3 70B - Latest Llama (131K context)
• 🚀 Llama 3.1 8B - Fast & efficient
• 🚀 Gemma 2 9B - Efficient code generation

TIER 3: FREE Google

• 🔥 Gemini 2.0 Flash - Experimental (1M context)

⚡ Real-Time Performance Metrics

• Side-by-side comparison of all models
• Live metrics: Generation time, LOC, tokens/sec, cost
• Quality indicators: Code completeness, best practices
• Speed benchmarks: Identify fastest model for your task

📊 Proven Results

Based on Ectus-R production metrics:

• ⚡ 50-400x faster than manual development
• ✅ 95.6% QA success rate (tests pass on first generation)
• 💰 99.74%-99.93% cost savings
• 🔒 OWASP Top 10 compliant code generation

About Ectus-R

Ectus-R is an autonomous software engineering platform that transforms business requirements into production-ready applications. Powered by AION-R (AI Orchestration Network - Rust), it automates the entire development lifecycle.

🔑 Core Capabilities

✅ Multi-LLM Orchestration - 5 providers with auto-fallback ✅ Strict Enforcement Loop - 9.9/10 quality guaranteed (NEW) ✅ Autonomous QA - 95.6% success rate (industry-leading) ✅ Full-Stack Generation - Frontend, backend, databases, infrastructure ✅ Enterprise Security - OWASP Top 10 compliant ✅ Production Deployment - Docker, Kubernetes, CI/CD automation

💼 Commercial Licensing

• FREE for Startups: < $1M ARR (MIT License)
• Growth Tier: $499/month ($1-10M ARR)
• Enterprise: $2,499/month ($10M+ ARR)

Learn more →

How It Works

1. 📝 Describe Requirements - Natural language or technical specs
2. 🤖 AI Analysis - AION-R orchestrates multiple LLMs
3. ⚙️ Code Generation - Production-ready code with tests
4. ✅ Quality Assurance - Automated testing and validation
5. 🚀 Deployment - Docker, K8s configs ready to deploy

Example: REST API Generation

Input: "Create a REST API for a blog with users and posts"

Output (11.3 seconds):
├── src/
│   ├── main.rs          # Complete implementation
│   ├── models/          # User & Post models
│   └── routes/          # CRUD endpoints
├── tests/               # Unit & integration tests
├── Dockerfile           # Production container
└── README.md           # API documentation

Result: Production-ready code in seconds vs. 2-4 hours manually

Performance Benchmarks

Task Type	Ectus-R	Manual	Speedup
REST API	11.3s	2-4h	640x
Microservices	4h	6 weeks	240x
Full Stack App	2 days	3 months	45x

Technology Stack

• Core: Rust (89%), Python (7%), TypeScript (4%)
• AI Engine: AION-R multi-LLM orchestration
• Security: OWASP Top 10 compliant
• Total LOC: 142,366 lines

Links & Resources

• 🌐 Website: creator.avermex.com/ectus-r
• 📚 Documentation: docs.avermex.com/ectus-r
• 📊 Benchmarks: Detailed metrics
• 📄 Licensing: Commercial terms
• 📧 Contact: [email protected]

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Built with Rust • Powered by AION-R • Enterprise-Ready • v1.0.1 Production