🧠 AegisMind - Multi-Model AI Coding Assistant

The ONLY coding assistant that validates answers across multiple AI models and shows you exactly which models contributed.

Stop trusting a single AI. AegisMind consults multiple models (based on your tier), detects bias, validates responses, and provides transparent provenance tracking.

✨ Features

• 🤖 Multi-Model Intelligence: Queries multiple AI models simultaneously for validated, bias-free answers
  • Free/Starter: GPT-5 Nano, GPT-4.1, Claude Haiku - perfect for learning
  • Pro tier: Full GPT-5, Claude Sonnet 4.5, Mistral Large (medium token limits)
  • Enterprise: Deep reasoning models (o1-pro, o3, Claude Opus) + highest token limits
  • All tiers get multi-model validation and synthesis
• 💻 Code-First Commands: Right-click on code to explain, fix, optimize, test, and more
• 🎨 Provenance Tracking: See exactly which models contributed to each answer
• ⚠️ Bias Detection: Automatically catches and corrects AI biases
• 🌍 19 Languages: Optimized for Spanish, French, German, Polish, Turkish, Japanese, and more
• 📊 Quality Metrics: Transparency into coherence and model agreement scores
• ⌨️ Keyboard Shortcuts: Fast access with Ctrl+Shift+E/F/T
• 🔒 Enterprise-Ready: Works behind corporate firewalls

🚀 Quick Start

1. Install the Extension

Search for "AegisMind" in VS Code/Cursor Extensions marketplace.

2. Get Your Free Account

Visit aegismind.app and sign up (free tier: 10 queries/day).

3. Set Your Email

Press Ctrl+Shift+P (or Cmd+Shift+P on Mac) and run:

AegisMind: Set Email

4. Start Using It!

Select any code → Right-click → Choose an AegisMind command!

💻 Code Commands

📖 Explain Code (Ctrl+Shift+E)

Select confusing code and get a multi-model explanation.

Example:

// Select this line and press Ctrl+Shift+E
const result = arr.reduce((acc, val) => acc + val, 0);

🔧 Fix Code (Ctrl+Shift+F)

Detect and fix bugs automatically.

Example:

# Select and press Ctrl+Shift+F
def divide(a, b):
    return a / b  # BUG: Missing zero check!

Choose:

• "Show suggestions" → See explanation + fix in side panel
• "Apply automatically" → Auto-fix inline (with preview)

🧪 Generate Tests (Ctrl+Shift+T)

Create comprehensive unit tests.

Example:

// Select this function and press Ctrl+Shift+T
function isPalindrome(str: string): boolean {
    return str === str.split('').reverse().join('');
}
// → Generates complete test suite with edge cases

⚡ Optimize Code

Get performance improvement suggestions.

Example:

# Right-click and select "AegisMind: Optimize Code"
def find_duplicates(items):
    duplicates = []
    for i in range(len(items)):
        for j in range(i+1, len(items)):  # O(n²) - inefficient!
            if items[i] == items[j]:
                duplicates.append(items[i])
    return duplicates

📝 Add Comments/Documentation

Automatically add comprehensive comments to your code.

Example:

// Select this undocumented function
// Right-click → "AegisMind: Add Comments/Documentation"
function processData(data) {
    return data.filter(x => x > 0).map(x => x * 2);
}
// → Adds JSDoc comments automatically!

🔄 Refactor Code

Improve code structure and maintainability.

Example:

// Select this messy code
// Right-click → "AegisMind: Refactor Code"
public void doEverything() {
    // 100 lines of mixed concerns...
}
// → Get suggestions to split into smaller methods

💬 Ask Question (Ctrl+Shift+A)

Ask any programming question.

Press Ctrl+Shift+A and type:

• "Explain async/await in JavaScript"
• "How do I connect to PostgreSQL in Python?"
• "What's the difference between let and const?"

⌨️ Keyboard Shortcuts

Other commands available via right-click context menu

🎯 Context Menu

Select any code → Right-click to see:

┌─────────────────────────────────────┐
│ Cut                                 │
│ Copy                                │
│ Paste                               │
├─────────────────────────────────────┤
│ 💡 AegisMind: Explain Code          │
│ 🔧 AegisMind: Fix Code              │
│ 🧪 AegisMind: Generate Tests        │
│ ⚡ AegisMind: Optimize Code         │
│ 📝 AegisMind: Add Comments          │
│ 🔄 AegisMind: Refactor Code         │
└─────────────────────────────────────┘

🎨 Transparent Multi-Model Provenance

Every response shows you exactly which models were consulted!

Provenance Banner (Top of Every Response)

> 🎨 Models Used for This Response:
> 
> 🟢 GPT-4o
> 🔵 Claude-3.5
> 🟣 Mistral Large

This appears before the answer, so you always know which models contributed—even when synthesis is used.

Detailed Breakdown (Bottom of Response)

### 🎯 Original Models Consulted

- 🟢 GPT-4o (OpenAI)
- 🔵 Claude-3.5 (Anthropic)
- 🟣 Mistral Large (Mistral AI)

Total Models: 3 AI models consulted
Synthesis Method: Rule-based synthesis (consensus algorithm)
Validation Rounds: 2

Quality Metrics

• Coherence: 92% - Internal consistency
• Model Agreement: 87% - Consensus across models

Bias Detection

⚠️ Bias Correction: Bias detected and corrected during synthesis

The synthesis doesn't hide the source models—we show them prominently at the top!

🌍 19 Languages Supported

🇬🇧 English • 🇪🇸 Spanish • 🇫🇷 French • 🇩🇪 German • 🇵🇹 Portuguese
🇮🇹 Italian • 🇳🇱 Dutch • 🇫🇮 Finnish • 🇵🇱 Polish • 🇹🇷 Turkish
🇨🇳 Chinese • 🇯🇵 Japanese • 🇰🇷 Korean • 🇸🇦 Arabic • 🇷🇺 Russian
🇮🇳 Hindi • 🇬🇷 Greek • 🇮🇱 Hebrew • 🇹🇭 Thai

Auto-detection: Just ask questions or add code comments in your language!

⚙️ Settings

Ctrl+, → Search for "AegisMind":

{
  "aegismind.email": "your@email.com",
  "aegismind.defaultMode": "balanced",
  "aegismind.showProvenance": true,
  "aegismind.enableBiasDetection": true
}

Modes:

• balanced (default) - Balance consensus and diversity
• creative - More creative, exploratory responses
• validated - Focus on verified, consensus answers

💰 Pricing & Model Access

AegisMind uses multiple AI models to validate answers and detect bias. Your subscription tier determines which models you have access to:

🎯 Multi-Model Validation at Every Tier

All tiers get:

• ✅ Multi-model synthesis (responses validated across available models)
• ✅ Bias detection & correction
• ✅ Provenance tracking (see which models contributed)
• ✅ Quality metrics (coherence, convergence)
• ✅ 19 languages supported
• ✅ All code commands available

🤖 Model Access by Tier

Visit aegismind.app/billing for current pricing and tier details.

Free/Starter Tier

• 🎯 Fast, efficient models - perfect for learning & experimentation
• ✅ GPT-5 Nano, GPT-4.1, Claude 3 Haiku, Mistral Small
• ✅ Multi-model validation and bias detection
• ✅ Limited daily queries + low token limits

Pro Tier 🔥 Best Value

• 🚀 Full flagship models: GPT-5, Claude Sonnet 4.5, Mistral Large
• ⚡ Higher query limits + faster responses
• 📊 Token-limited access to top models (sufficient for most use cases)
• 🎨 Full provenance tracking and quality metrics
• 💬 Priority response times

Enterprise Tier 🏆 Ultimate Power

• 🧠 Deep reasoning models: o1-pro, o3, Claude Opus with extended thinking
• 🔓 Highest token limits on all flagship models (GPT-5, Sonnet 4.5)
• 🔌 API access for custom integrations
• ⚙️ Custom model configurations and fine-tuning
• 👥 Dedicated account management
• 🏢 Team management and usage analytics
• 📈 Advanced analytics and reporting

Key Differences: | Feature | Free/Starter | Pro | Enterprise | |---------|-------------|-----|------------| | GPT Models | GPT-5 Nano, GPT-4.1 | GPT-5 (full) | GPT-5 + GPT-5 Mini | | Claude Models | Haiku | Sonnet 4.5 | Opus + extended thinking | | Deep Reasoning | ❌ | ❌ | ✅ o1-pro, o3 | | Queries/Day | Limited | High | Very High | | Token Limits | Low | Medium | High | | API Access | ❌ | ❌ | ✅ |

Note: Pro tier gives you access to the latest flagship models (GPT-5, Sonnet 4.5) with reasonable token limits—perfect for most developers. Enterprise adds deep reasoning models (o1-pro, o3) and higher limits for complex, production workloads.

🔐 Privacy & Security

• ✅ Code used only for immediate AI inference
• ✅ Not stored permanently
• ✅ SOC 2 compliant infrastructure
• ✅ End-to-end encryption

🐛 Troubleshooting

"Please set your email first"

Run: Ctrl+Shift+P → AegisMind: Set Email

"403 Forbidden" or "Email not verified"

Check your email inbox for the verification link from AegisMind.

"Usage limit exceeded"

You've hit your free tier limit. Upgrade at aegismind.app/billing.

Commands not appearing?

Make sure you've selected code first - code commands only appear when text is selected.

Extension not activating?

Reload window: Ctrl+Shift+P → Developer: Reload Window

🔥 Corporate Firewall Issues

Problem: Extension times out or fails to connect from corporate networks.

Solution: The extension now routes through aegismind.app (instead of direct API calls) for firewall compatibility.

Default configuration (v1.3.0+):

{
  "aegismind.apiEndpoint": "https://aegismind.app/api"
}

If you still have issues:

1. Ask IT to whitelist: aegismind.app (single domain)
2. Or manually set endpoint in settings:
   • Open: Ctrl+, → Search "AegisMind"
   • Set API Endpoint: https://aegismind.app/api

Why this works:

• ✅ Corporate firewalls usually whitelist the web UI domain
• ✅ Requests are proxied through the UI (encoded/transformed)
• ✅ Bypasses Render WAF rules
• ✅ Same domain as web interface = no additional whitelist needed

🚀 Why AegisMind?

vs. GitHub Copilot

• ✅ Multi-model validation (vs. single OpenAI model)
• ✅ Bias detection (vs. black box)
• ✅ Provenance tracking (see which models contributed)
• ✅ 19 languages optimized (vs. English-first)
• ✅ Tier-based access (choose your budget)

vs. Cursor Composer

• ✅ Free tier available (vs. $20/mo minimum)
• ✅ Transparent AI (vs. proprietary black box)
• ✅ Multi-model validation at all tiers (vs. single model)
• ✅ See which models contributed to each answer

vs. ChatGPT

• ✅ Multi-model consensus (vs. single model)
• ✅ Code-optimized prompts (vs. general purpose)
• ✅ Bias detection built-in
• ✅ Integrated in your editor (vs. browser tab)
• ✅ Provenance tracking (transparent AI sources)

📖 Documentation

• Website: aegismind.app
• FAQ: aegismind.app/faq
• Pricing: aegismind.app/pricing

📞 Support

• 📧 Email: customers@aegismind.app
• 🌐 Website: aegismind.app
• 💡 Dashboard: aegismind.app/dashboard

🎉 Examples to Try Right Now

1. Explain Complex Code

# Select this line and press Ctrl+Shift+E
list(map(lambda x: x**2, filter(lambda x: x % 2 == 0, range(10))))

2. Fix Buggy Code

// Select and press Ctrl+Shift+F
async function fetchData() {
    return fetch('/api').then(data => data.json());  // Missing error handling!
}

3. Generate Tests

// Select and press Ctrl+Shift+T
func Add(a, b int) int {
    return a + b
}

4. Optimize Performance

# Right-click → "Optimize Code"
result = []
for i in range(1000000):
    if i % 2 == 0:
        result.append(i * 2)

📄 License

MIT License - see LICENSE file

🎉 Built by Developers, for Developers

We believe AI should be transparent, validated, and bias-free.

Happy coding! 🚀