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chittycan

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Your completely autonomous network that grows with you - DNA ownership platform with encrypted vaults, PDX portability, and ChittyFoundation governance

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# ChittyCan > **chittycan learn. chittycan evolve. chittycan remember.** > > **chitty can, if you can.** [![OpenAI Compatible](https://img.shields.io/badge/OpenAI-Compatible-green?logo=openai)](docs/benchmark-results.md) [![Tests](https://img.shields.io/github/actions/workflow/status/chittycorp/chittycan/parity-tests.yml?branch=main&label=parity%20tests)](https://github.com/chittycorp/chittycan/actions) [![npm version](https://img.shields.io/npm/v/chittycan)](https://www.npmjs.com/package/chittycan) [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE) Your completely autonomous network that **grows with you**β€”learning your patterns, evolving your workflow, and remembering your context across every session. ## 🎯 NEW: Your CLI Solution Provider (v0.4.3) **Stop memorizing syntax. Start speaking naturally.** ChittyCan now translates plain English into perfect CLI commands for GitHub, Docker, Kubernetes, and 14+ other tools. ```bash # No quotes neededβ€”just type naturally can gh clone my repo can docker list running containers can kubectl get pods in production ``` **Learn more:** [can.mychitty.com](https://can.mychitty.com) | [mychitty.com/can](https://mychitty.com/can) ### The Evolution: From Asking to Commanding 1. **Beginner**: `can chitty gh clone repo` (guided, explicit) 2. **Intermediate**: `can gh clone repo` (direct, confident) 3. **Advanced**: System learns your patterns and personalizes itself ### What You Get - πŸ’¬ **Natural Language** - Speak in plain English, no syntax memorization - 🎯 **14+ CLIs Supported** - gh, docker, kubectl, git, aws, gcloud, terraform, and more - 🧠 **Learns Your Patterns** - Tracks usage, suggests commands, grows with you - πŸ”§ **Custom Workflows** - `can chitty start coffee` β†’ triggers your coffee machine - βœ… **Guided Setup** - Checks installation, auth, and walks you through configuration - πŸ“Š **Usage Insights** - `can chitty insights` shows your patterns [See full CLI Solution Provider docs β†’](docs/MYCHITTY_PROMO.md) --- ## πŸ› οΈ Complete Development Workflow ChittyCan is a unified command-line tool that helps you manage every aspect of your development workflow: - πŸ“‹ **Project Tracking** - Sync between Notion databases and GitHub Projects - ☁️ **Cloud Infrastructure** - Manage Cloudflare Workers, DNS, KV, R2, Durable Objects - πŸ—„οΈ **Database Management** - Neon PostgreSQL schemas, migrations, and deployments - πŸ€– **AI Tools** - Configure MCP servers and Claude Code settings - πŸ“ **File Management** - Organize Google Drive and rclone remotes - ⏱️ **Smart Nudges** - Shell hooks remind you to update trackers after git commits - πŸ”„ **Two-Way Sync** - Keep Notion Actions and GitHub Issues in perfect sync ## Quick Start ```bash # Install globally npm install -g chittycan # Or run directly npx chittycan # Initialize with interactive config can config ``` ## 🧠 Philosophy: Grow With Me ChittyCan is built on a simple but powerful idea: **your tools should learn from you, not the other way around.** It establishes your **ChittyDNA**β€”a living blueprint of how you work, what you prefer, and how you create. ### chittycan learn Every command you run, every pattern you create, every preference you expressβ€”ChittyCan observes and learns. Over time, it understands how you work and encodes it into your **ChittyDNA**. ### chittycan evolve ChittyCan doesn't stay static. It adapts to your changing workflow, suggests optimizations, and grows more intelligent with each interactionβ€”evolving your **ChittyDNA** as you grow. ### chittycan remember Context is preserved across sessions. ChittyCan remembers what you accomplished, what you configured, and what you preferβ€”your **ChittyDNA** persists, so you never start from scratch. ### chitty can, if you can You define the possibilities. ChittyCan amplifies your capabilitiesβ€”learning your patterns, automating the repetitive, and scaling with your ambitions. **The result?** A tool that becomes more powerful the longer you use it. Not through manual configuration, but through intelligent observation and evolution. **ChittyDNA** means: - Your workflow patterns are automatically recognized - Your tool preferences inform smart routing decisions - Your project context is preserved across sessions - Your automation evolves with your needs - Your productivity compounds over time ChittyCan doesn't just remember commandsβ€”it understands **you**. --- ## πŸ›οΈ Foundation Governance ChittyCan operates under the **[ChittyFoundation Charter v0.1](FOUNDATION.md)** - a comprehensive framework that protects human dignity, ownership, and fairness in AI systems. ### You Own Your DNA Your ChittyDNA belongs to **you**, not to ChittyCan. We obtain a scoped, revocable licenseβ€”but you retain full ownership rights. **This means:** - βœ… **Export Anytime:** Your DNA is portable in PDX (Portable DNA eXchange) format - βœ… **Revoke Access:** You can revoke ChittyCan's license and delete your DNA - βœ… **Privacy with Proof:** We log hashes, not contentβ€”provable without exposure - βœ… **Attribution Chains:** If we monetize, you get loyalty-based compensation for your DNA - βœ… **Ethical Exit:** If we violate Foundation values, your exit rights activate immediately ### ChittyCertified Roadmap ChittyCan is pursuing **ChittyCertified** status in three tiers: | Tier | Target | Status | Key Features | |------|--------|--------|--------------| | **Bronze** | v0.5.0 (Q1 2025) | 🟑 In Progress | DNA vaults, PDX export/import, privacy-preserving audits | | **Silver** | v0.6.0 (Q2 2025) | πŸ”΄ Planned | Attribution chains, fair-pay metrics, cross-platform DNA | | **Gold** | v0.7.0 (Q3 2025) | πŸ”΄ Planned | Zero-knowledge proofs, AI caretakers, global compliance | ### Foundation Principles ChittyCan adheres to these non-negotiable principles: 1. **You Own Your Data & DNA** - Individuals own their decision patterns; orgs obtain licenses, not ownership 2. **Portability by Default** - Export, revoke, and migrate are baseline rights 3. **Attribution β†’ Compensation** - Traceable contributions map to loyalty-based compensation 4. **Privacy with Proof** - Content can remain private while proofs remain verifiable 5. **Human Safety & Dignity** - No surveillance abuse, coercion, or harm 6. **Transparency over Theater** - Decisions and metrics are explainable and auditable 7. **Diversity as Resilience** - Multi-provider support prevents vendor lock-in ### Learn More - **[Foundation Compliance Document](FOUNDATION.md)** - Complete compliance roadmap - **[PDX Specification](PDX_SPEC.md)** - Technical spec for DNA portability - **[ChittyFoundation Charter](https://foundation.chitty.cc/charter)** - Full governance framework --- ## πŸš€ AI Gateway (New in v0.4.0!) **ChittyCan is now an OpenAI-compatible AI gateway** - a drop-in replacement for OpenAI API that routes your requests through 8+ AI platforms with intelligent fallback chains, caching, and budget controls. ### Why Use ChittyCan Gateway? - **πŸ’° Cost Optimization** - Route requests to cheapest provider, cache responses, set budget limits - **πŸ”„ Smart Fallback** - If one provider fails, automatically try the next in your chain - **πŸ›‘οΈ Resilience** - Never get blocked by a single provider's outage - **πŸ“Š Unified Interface** - One API for OpenAI, Anthropic, Ollama, Groq, and more - **πŸ”’ Self-Hosted** - Run your own gateway, keep your API keys private - **⚑ Intelligent Routing** - Route based on model capabilities, cost, or latency ### Quick Migration from OpenAI ```python # Before (direct OpenAI) import openai openai.api_key = "sk-..." response = openai.ChatCompletion.create(model="gpt-4", ...) # After (ChittyCan gateway) import openai openai.api_base = "http://localhost:8787/v1" # Your ChittyCan gateway openai.api_key = "your-chittycan-token" response = openai.ChatCompletion.create(model="gpt-4", ...) # Works identically! ``` **That's it!** Your existing code works unchanged. See [MIGRATION_PLAYBOOK.md](docs/MIGRATION_PLAYBOOK.md) for full guide. ### Gateway Configuration ```bash # Configure AI gateway can config # Choose: New remote β†’ AI Platform # Select platform: # 1 / OpenAI - GPT-4, GPT-3.5, DALL-E # 2 / Anthropic - Claude Sonnet, Opus, Haiku # 3 / Ollama - Local models (Llama, Mistral, etc) # 4 / Groq - Ultra-fast inference # 5 / Replicate - Open source models # 6 / Together - Inference API # 7 / HuggingFace - 100k+ models # 8 / Cohere - Command, Embed models # Configure gateway tier: # - Free: 1000 req/day, basic caching # - Pro: Unlimited, smart routing, fallback chains # - Team: Multi-user, usage analytics # - Enterprise: Self-hosted, SLA, support ``` ### Gateway Features by Tier | Feature | Free | Pro | Team | Enterprise | |---------|------|-----|------|------------| | Requests/day | 1,000 | Unlimited | Unlimited | Unlimited | | Basic Caching | βœ… | βœ… | βœ… | βœ… | | Smart Routing | ❌ | βœ… | βœ… | βœ… | | Fallback Chains | ❌ | βœ… | βœ… | βœ… | | Budget Controls | ❌ | βœ… | βœ… | βœ… | | Usage Analytics | ❌ | ❌ | βœ… | βœ… | | Multi-user | ❌ | ❌ | βœ… | βœ… | | Self-hosted | ❌ | ❌ | ❌ | βœ… | | SLA & Support | ❌ | ❌ | ❌ | βœ… | **Pricing:** Free tier available. Pro $29/mo, Team $99/mo, Enterprise contact sales. ### Parity Testing ChittyCan maintains **100% OpenAI API compatibility**. We test every endpoint: ```bash # Run parity tests export CHITTYCAN_TOKEN=your_token export OPENAI_API_BASE=http://localhost:8787/v1 npm run test:parity ``` See [tests/parity_py.py](tests/parity_py.py) and [tests/parity_node.js](tests/parity_node.js) for test suite. **Report compatibility issues:** Use the [Parity Failure](https://github.com/chittycorp/chittycan/issues/new?template=parity_failure.yml) issue template - we fix within 24 hours. ## Natural Language Commands ChittyCan supports natural language for 14+ popular CLIs. Just tell it what you want in plain English (quotes optional): ```bash # GitHub CLI can gh create a PR for my bug fix can gh list all my open issues can gh clone the repo chittyapps/chittycan # Docker can docker list all running containers can docker stop the nginx container can docker show logs for app container # Git can git commit all changes with message fixed auth can git create a new branch called feature/login # Kubernetes can kubectl get all pods in production namespace can kubectl scale my deployment to 3 replicas # Quotes work too (useful for preserving exact phrasing) can gh "create a PR titled 'Fix: auth bug'" can git "commit everything with message 'v2.0 release'" # And more: npm, aws, gcloud, az, terraform, helm, cargo, pip, yarn, pnpm ``` **How it works:** ChittyCan proxies natural language commands to the full [chitty CLI](https://github.com/chittyos/cli), which uses AI to interpret and execute the actual commands. **Note:** Natural language commands require the full `chitty` CLI. If not installed, ChittyCan shows upgrade instructions. ## Core Features ### 1. Project Tracking Interactive `rclone`-style config for managing "remotes" (Notion databases, GitHub projects): ```bash # Open interactive config menu can config # Add a Notion database remote # Choose: New remote β†’ Notion database # Enter your database URL: https://notion.so/DATABASE_ID?v=VIEW_ID # Add a GitHub project remote # Choose: New remote β†’ GitHub project # List all remotes can remote list # Open a remote can open tracker can open tracker actions # Open specific view ``` ### 2. Smart Shell Hooks Get reminded to update your tracker after important commands: ```bash # Install zsh hooks can hook install zsh # Now you'll get nudges after: # - git commit # - git merge # - wrangler deploy # - npm publish # Manual checkpoint ai_checkpoint "Finished OAuth implementation" # Press Ctrl-G to open tracker anytime ``` ### 3. Two-Way Notion ↔ GitHub Sync Keep your Notion Actions and GitHub Issues in perfect sync: ```bash # Setup sync (interactive) can sync setup # Preview changes without applying can sync run --dry-run # Run sync can sync run # Check sync status can sync status ``` **Mapping:** - Notion Status "To Do" ↔ GitHub open + label:todo - Notion Status "In Progress" ↔ GitHub open + label:in-progress - Notion Status "Done" ↔ GitHub closed + label:done - Notion Status "Archived" ↔ GitHub closed + label:archived **Conflict Resolution:** - Automatically detects when both Notion and GitHub changed - Sets Sync State to "conflict" in Notion - Manual resolution required ### 4. Cloud Infrastructure Management (Coming Soon) ```bash # Cloudflare Workers can cf worker list can cf worker deploy chittyauth --env production can cf worker tail chittyconnect can cf worker secrets set chittyauth JWT_SECRET # DNS can cf dns list chitty.cc can cf dns add chitty.cc A new-service 1.2.3.4 # KV / R2 can cf kv list --namespace CACHE can cf r2 list --bucket documents ``` ### 5. Database Management (Coming Soon) ```bash # List databases can neon db list # Run migrations can neon migrate up can neon migrate down # Schema diff can neon schema diff production staging # Quick query can neon query "SELECT * FROM identities LIMIT 5" ``` ### 6. MCP & AI Configuration (Coming Soon) ```bash # List installed MCP servers can mcp list # Install a new MCP server can mcp install @modelcontextprotocol/server-filesystem # Configure Claude Code can claude config can claude remote add my-api https://api.example.com ``` ### 7. Storage & Sync (Coming Soon) ```bash # rclone integration can rclone remote add gdrive can rclone sync local:./docs gdrive:/ChittyOS/docs # Google Drive organization can gdrive tree can gdrive mkdir "ChittyOS/Projects" ``` ## Installation ### Global Installation ```bash npm install -g chittycan ``` ### Local Development ```bash git clone https://github.com/YOUR_USERNAME/chittycan cd chittycan npm install npm run build npm link ``` ## Configuration All config is stored in `~/.config/chitty/config.json`: ```json { "remotes": { "tracker": { "type": "notion-database", "url": "https://notion.so/DATABASE_ID?v=VIEW_ID", "databaseId": "DATABASE_ID", "views": { "actions": "https://notion.so/DATABASE_ID?v=VIEW_ID", "projects": "https://notion.so/DATABASE_ID?v=VIEW_ID" } }, "chittyos": { "type": "github-project", "owner": "YOUR_USERNAME", "repo": "chittyos", "projectNumber": 1 }, "ai-gateway": { "type": "ai-platform", "platform": "openai", "apiKey": "sk-...", "model": "gpt-4", "gateway": { "accountId": "your-account-id", "gatewayId": "your-gateway-id", "enabled": true, "tier": "pro", "caching": true, "smartRouting": true, "fallbackChain": true, "budget": { "daily": 10, "monthly": 300 }, "oauth": { "enabled": true, "scopes": ["chat", "embeddings"], "openaiCompatible": true } } }, "production": { "type": "cloudflare", "accountId": "your-cf-account", "apiToken": "your-cf-token", "workers": ["chittyauth", "chittyconnect"], "zones": ["chitty.cc"] }, "database": { "type": "neon", "projectId": "your-project-id", "apiKey": "your-neon-key", "databases": ["chittyos-core"] }, "server": { "type": "ssh", "host": "server.example.com", "user": "admin", "port": 22, "keyPath": "~/.ssh/id_rsa" }, "claude": { "type": "mcp-server", "name": "@modelcontextprotocol/server-filesystem", "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/files"] } }, "nudges": { "enabled": true, "intervalMinutes": 45 }, "sync": { "enabled": true, "notionToken": "secret_...", "githubToken": "ghp_...", "mappings": [ { "notionRemote": "tracker", "githubRemote": "chittyos" } ] } } ``` ### Supported Remote Types - **notion-database** - Notion database for project tracking - **github-project** - GitHub Projects v2 - **ai-platform** - AI gateway (OpenAI, Anthropic, Ollama, Groq, etc.) πŸ†• - **cloudflare** - Cloudflare Workers, DNS, KV, R2 πŸ†• - **neon** - Neon PostgreSQL databases πŸ†• - **ssh** - SSH remote servers πŸ†• - **mcp-server** - Model Context Protocol servers πŸ†• - **gdrive** - Google Drive (via rclone) - **rclone** - Any rclone-supported remote ## Command Reference ### General ```bash can config # Interactive config menu can remote list # List all remotes can open <name> [view] # Open remote in browser ``` ### Tracking & Nudges ```bash can nudge now # Interactive nudge can nudge quiet # Quick reminder can checkpoint [message] # Save checkpoint can checkpoints [limit] # List recent checkpoints ``` ### Shell Hooks ```bash can hook install zsh # Install zsh hooks can hook uninstall zsh # Uninstall zsh hooks ``` ### Sync ```bash can sync setup # Configure sync can sync run [--dry-run] # Run sync can sync status # Show sync config ``` ## Setup Guides ### AI Gateway - **[Migration Playbook](docs/MIGRATION_PLAYBOOK.md)** - Migrate from OpenAI to ChittyCan in 3 steps - **[Competitive Analysis](docs/COMPETITIVE_ANALYSIS.md)** - How ChittyCan compares to alternatives - **[Investor Pitch](docs/INVESTOR_PITCH.md)** - Business case and roadmap - **[Tactical Roadmap](ROADMAP.md)** - What we're building and when ### Integration - **[Multi-Model Architecture](docs/MULTI_MODEL.md)** - Pop any AI model at any juncture - **[GitHub App Setup](docs/GITHUB_APP.md)** - Create GitHub App for webhooks and API access - **[ChittyOS Integration](docs/CHITTYOS_INTEGRATION.md)** - Connect to ChittyOS ecosystem - **[Extensions & Plugins](docs/EXTENSIONS.md)** - Extend ChittyCan functionality ### Documentation - **[Quick Start Guide](docs/QUICKSTART.md)** - Get up and running in 5 minutes - **[OS Support](docs/OS_SUPPORT.md)** - Platform compatibility - **[Full Documentation](docs/)** - Complete documentation ### Contributing - **[Contributing Guide](CONTRIBUTING.md)** - How to contribute code - **[License Strategy](LICENSE_STRATEGY.md)** - AGPL v3 + Commercial licensing explained - **[Code of Conduct](CODE_OF_CONDUCT.md)** - Community guidelines - **[Security Policy](SECURITY.md)** - Report vulnerabilities ## Architecture ### CLI Structure ``` chittycan/ β”œβ”€β”€ src/ β”‚ β”œβ”€β”€ commands/ # Command implementations β”‚ β”‚ β”œβ”€β”€ config.ts # Interactive rclone-style config β”‚ β”‚ β”œβ”€β”€ open.ts # Open remotes β”‚ β”‚ β”œβ”€β”€ nudge.ts # Nudges and reminders β”‚ β”‚ β”œβ”€β”€ checkpoint.ts # Checkpoint logging β”‚ β”‚ β”œβ”€β”€ hook.ts # Shell hook management β”‚ β”‚ └── sync.ts # Two-way sync β”‚ β”œβ”€β”€ lib/ # Core libraries β”‚ β”‚ β”œβ”€β”€ config.ts # Config management β”‚ β”‚ β”œβ”€β”€ notion.ts # Notion API client β”‚ β”‚ β”œβ”€β”€ github.ts # GitHub API client β”‚ β”‚ └── sync.ts # Sync worker β”‚ β”œβ”€β”€ types/ # TypeScript types β”‚ └── zsh/ # Shell snippets β”‚ └── snippets.zsh # Zsh hooks β”œβ”€β”€ bin/ β”‚ └── can.js # CLI entry point └── tests/ # Test suite ``` ### Future: Web Interface Coming soon - web dashboard for: - Visual project status - Sync history and conflicts - Infrastructure monitoring - AI usage analytics ### Future: MCP Server Expose ChittyCan via Model Context Protocol: ```json { "mcpServers": { "chittycan": { "command": "can", "args": ["mcp"] } } } ``` ## Development Roadmap ### v0.4.0: AI Gateway βœ… (Shipped!) - [x] OpenAI-compatible AI gateway - [x] 8 AI platform support (OpenAI, Anthropic, Ollama, Groq, etc.) - [x] Gateway tier pricing (Free/Pro/Team/Enterprise) - [x] Smart routing and fallback chains - [x] Budget controls and caching - [x] OAuth/API integration - [x] Parity test suite (Python + Node.js) - [x] Benchmark runner with Prometheus/Grafana - [x] SSH, MCP Server, Cloudflare, Neon remote types ### v0.5.0: Production Hardening 🚧 (In Progress) - [ ] Self-hosted gateway deployment guide - [ ] Advanced fallback strategies (model-specific) - [ ] Request/response logging and replay - [ ] Cost tracking dashboard - [ ] Multi-user token management - [ ] **License change to AGPL v3** (with commercial option) ### v0.6.0: Cloud Infrastructure πŸ“‹ - [ ] Cloudflare Workers deployment automation - [ ] DNS configuration wizard - [ ] KV/R2 operations - [ ] Neon database schema migrations - [ ] Infrastructure as code export ### v0.7.0: Observability & Analytics πŸ“‹ - [ ] Web dashboard - [ ] Real-time metrics (latency, cost, errors) - [ ] Usage analytics per model/provider - [ ] Budget alerts and notifications - [ ] Historical data export ## Contributing Contributions welcome! See [CONTRIBUTING.md](./CONTRIBUTING.md) for detailed guidelines. **Quick start:** 1. Fork the repo 2. Create a feature branch 3. Make your changes 4. Add tests (maintain >80% coverage) 5. Run parity tests if touching API 6. Submit a PR **Important:** - First-time contributors must sign the CLA - OpenAI API parity is critical - test everything - Follow [Conventional Commits](https://www.conventionalcommits.org/) - Report parity failures within 24 hours ## License MIT ## Philosophy **C.A.N. has dual meanings:** 1. **Chitty Autonomous Navigator** - Emphasizes autonomous navigation across platforms 2. **ChittyCan Completely Autonomous Network** - Emphasizes the self-managing networked ecosystem **"Can you...?" β†’ "Yes you can!"** ChittyCan embodies the spirit of empowerment - it's your completely autonomous network that seamlessly navigates across platforms, managing infrastructure, syncing data, and keeping you productive. When someone asks "Can you manage my cloud infrastructure from the command line?" or "Can you keep my Notion and GitHub in sync?", the answer is always a confident **"Yes you can!"** The name works on multiple levels: - πŸ€– **Completely Autonomous** - Smart nudges, auto-sync, proactive reminders, self-managing agents - 🌐 **Network** - Interconnected ecosystem of ChittyOS services + 80+ external platforms - 🧭 **Navigator** - Seamlessly moves between Notion, GitHub, Cloudflare, Neon, Linear, and more - βœ… **Can** - Empowering affirmation that you can accomplish anything ## πŸš€ Model-Agnostic Networked Async Workstream **The killer feature:** You can pop **any AI model** at **any juncture** in your networked async workstream and it just works. ### Multi-Model Architecture ``` Your Workflow: β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ Task 1 β”‚ ─── Claude Sonnet (code generation) β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ Task 2 β”‚ ─── GPT-4 (analysis via ChittyConnect proxy) β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ Task 3 β”‚ ─── Llama Scout (routing via ChittyRouter) β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ Task 4 β”‚ ─── Claude Code (implementation) β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ ``` **Why this matters:** - 🎯 **Right tool for the job** - Use the best model for each specific task - πŸ’° **Cost optimization** - Cheap models for simple tasks, powerful models for complex ones - πŸ”„ **No lock-in** - Switch providers without changing your workflow - ⚑ **Async + Networked** - Models work on different tasks simultaneously across the network - πŸ›‘οΈ **Resilience** - If one model is down, fallback chain kicks in automatically ### Example: Multi-Model Legal Case Processing ```bash # Step 1: ChittyRouter uses Llama Scout to triage incoming email can router inbox process --agent triage # Step 2: ChittyConnect proxies to GPT-4 for document analysis can connect proxy openai "Analyze this contract for key terms" # Step 3: Local Claude Code generates response can router agent invoke response --email abc123 --draft # Step 4: ChittyID mints credential with any available model can id credential issue --type VerifiedDocument # All working together in one async networked workflow ✨ ``` ### Supported Integration Points **Any model can plug into:** - πŸ“§ **ChittyRouter agents** - Email triage, priority, response, document analysis - πŸ”Œ **ChittyConnect proxies** - OpenAI, Anthropic, local models - πŸ€– **MCP servers** - Claude Code, Claude Desktop, custom tools - πŸ“ **Smart nudges** - Local AI suggesting what to update - πŸ”„ **Sync engine** - AI-powered conflict resolution - 🎯 **ChittyRegistry scripts** - Model-driven automation ## Related Projects - **[ChittyOS](https://github.com/YOUR_USERNAME/chittyos)** - Legal technology platform - **[ChittyID](https://id.chitty.cc)** - Identity service - **[ChittyConnect](https://connect.chitty.cc)** - AI-intelligent integration spine --- Built with ❀️ for the ChittyOS ecosystem