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# zCode CLI X
<div align="center">
**The Ultimate Agentic Coding Assistant**
*Hermes Agent × Claude Code × Ruflo × Opencode — All in One*
[![Node](https://img.shields.io/badge/Node.js-%3E%3D20.0.0-green)](https://nodejs.org)
[![License](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
[![Status](https://img.shields.io/badge/Status-Production%20Ready-brightgreen)](https://github.rommark.dev/admin/zCode-CLI-X)
**Get 10% OFF Z.AI** — Use code `ROK78RJKNW` at [z.ai/subscribe](https://z.ai/subscribe?ic=ROK78RJKNW)
</div>
---
## 🚀 Overview
zCode CLI X is a **24/7 autonomous coding agent** that combines the best of:
-**Hermes Agent** — Telegram bot with self-learning, voice I/O, RTK optimization
-**Claude Code** — Unified agentic loop, tool call accumulation, SSE streaming
-**Ruflo** — Plugin extensibility, multi-agent swarm, hook system, enhanced memory
-**Opencode** — Bash/file/git automation with safety hooks
Running as a **systemd service** with **self-evolution capabilities** and **bulletproof rollback**.
> **v2.0.2**: Performance overhaul — 3x faster task execution. Hermes guardrail, OpenCode tool guidance, parallel execution.
> Fixed EADDRINUSE crash loop, Telegram formatting, and ghost chasing (47 turns → 15 turns).
> Studied [Hermes](https://github.com/NousResearch/hermes-agent), [OpenCode](https://github.com/anomalyco/opencode), [Ruflo](https://github.com/ruvnet/ruflo).
> See [CHANGELOG](CHANGELOG.md) for full details.
---
## ⚡ Core Features
### 🤖 AI-Powered Code Generation
- Powered by **Z.AI GLM-5.1** (Coding Plan)
- Real-time SSE streaming with token-by-token delivery
- Automatic self-correction loops with exponential backoff
- Max 10-turn safety net to prevent infinite tool loops
### 📱 Telegram Bot (24/7)
- **grammy** framework with webhook + WebSocket
- Real-time token streaming with adaptive backoff on 429 errors
- Persistent typing indicator (refreshes every 4s)
- HTML formatting with double fallback (HTML → plain text)
- **Voice I/O** — Vosk STT (offline) + node-edge-tts TTS (voice cloning ready)
### 🧠 Self-Learning Memory
- **Persistent across sessions** — JSON-backed memory survives restarts
- **5 categories**: `lesson`, `pattern`, `preference`, `discovery`, `gotcha`
- **Auto-injected into system prompt** — AI remembers what it learned
- **Smart eviction** — Max 500 memories with priority-based eviction
- **Deduplication** — Same memory won't be stored twice
- **Curiosity Engine** — Asynchronous pattern detection after every response
### 🧬 Self-Evolution
- **Modify its own source code** with 3-layer safety:
1. Git stash + checkpoint commit
2. File-level backups to `.self-evolve-backups/`
3. Syntax check → health check → smoke test before declaring success
- **Automatic rollback** on any failure
- **Protected files** — Cannot modify `SelfEvolveTool.js`, `stt.py`
- **Rate limited** — 1 patch per 60 seconds
### 🧠 Intelligence Routing
- **Unified agentic loop** — Same execution path for streaming + non-streaming
- **Tool call accumulation** — Collects tool calls from SSE deltas (no context loss)
- **No recursive fallbacks** — Both paths return same struct, feed into same loop
- **Max 10 turns safety net** — Forces final text answer after 10 tool turns
### 🛠️ Engineering Tools (18 Total)
- **BashTool** — Full shell access with security hooks (1,143 lines of safety logic)
- **FileEditTool** — Diff-aware editing with heredoc fallback
- **FileReadTool** — LRU cache + read-once dedup
- **FileWriteTool** — JSON-safe content with heredoc fallback
- **GitTool** — Commit, push, PR creation with destructive command protection
- **WebSearchTool** — DuckDuckGo API
- **WebFetchTool** — HTTP fetch with cheerio parsing
- **BrowserTool** — Headless browser automation
- **VisionTool** — Image analysis via Z.AI
- **TTSTool** — Text-to-speech via Microsoft Edge
- **GrepTool** — Ripgrep-backed search
- **GlobTool** — File pattern matching
- **TaskCreateTool** — Task management
- **TaskUpdateTool** — Update task status
- **TaskListTool** — List all tasks
- **SendMessageTool** — Send messages to channels
- **ScheduleCronTool** — Cron scheduler with task locking
- **SelfEvolveTool** — Self-modification with rollback
### 🎯 Agent System (9 Built-in Roles)
- **Coder** — Implementation, debugging, refactoring
- **Tester** — Unit tests, integration tests, E2E
- **Reviewer** — Code review, security audit, best practices
- **Architect** — System design, patterns, scalability
- **DevOps** — Deployment, CI/CD, infrastructure
- **Security** — Vulnerability scanning, penetration testing
- **Researcher** — Documentation, API research, competitive analysis
- **Designer** — UI/UX, design systems, accessibility
- **Coordinator** — Task orchestration, dependency management
### 🦋 Multi-Agent Swarm
- **SwarmCoordinator** — Orchestrate 3 topologies:
- `simple` — Linear execution
- `hierarchical` — Manager-worker pattern
- `swarm` — Peer-to-peer collaboration
- **6 New Tools**:
- `swarm_spawn` — Spawn new agent swarm
- `swarm_execute` — Execute current task
- `swarm_distribute` — Distribute work to agents
- `swarm_state` — Check swarm status
- `swarm_terminate` — Terminate all agents
- `delegate_agent` — Delegate task to specific agent
### 🔌 Plugin System (Ruflo-Inspired)
- **PluginManager** — Fault-isolated extension point routing with metrics
- **PluginLoader** — Dependency-resolving batch loader
- **ExtensionPoints** — 16 standard extension points:
- `tool.execute` — Before/after tool execution
- `ai.response` — Before/after AI response
- `session.start` / `session.end` — Session lifecycle
- `message.receive` / `message.send` — Message routing
- `memory.save` / `memory.load` — Memory persistence
- `agent.spawn` / `agent.terminate` — Agent lifecycle
- `cron.trigger` — Cron job execution
- `health.check` — Health check endpoint
- And more...
- **BasePlugin** — Lifecycle hooks (initialize, shutdown)
### 🪝 Hook System (Ruflo-Inspired)
- **Pre/Post Tool Hooks** — Log, validate, cache before/after tool execution
- **Pre/Post AI Hooks** — Modify prompts, analyze responses, track metrics
- **Session Lifecycle Hooks** — On start, on end, on pause, on resume
- **Priority-based execution** — Ordered hook execution
- **Zero latency impact** — Runs asynchronously after main response
### 💾 Enhanced Memory Backend (Ruflo-Inspired)
- **JSONBackend** — Typed entries, LRU eviction, text search
- **InMemoryBackend** — Ephemeral agent context with TTL auto-eviction
- **Memory Types**:
- `lesson` — User corrections, best practices
- `pattern` — Successful complex solutions
- `preference` — User preferences (language, style, tools)
- `discovery` — API quirks, tool capabilities, new patterns
- `gotcha` — Errors + fixes
- `context` — Session context, temporary state
- `ephemeral` — Agent-specific temporary data
### ⚡ Performance & Reliability
- **RTK (Rust Token Killer)** — 60-90% token savings on git, npm, cargo, pytest, docker
- **Request Queue** — Per-chat sequential processing (no race conditions)
- **Deduplication** — 60s TTL message deduplication
- **Auto-Restart** — systemd supervisor restarts on crash
- **Unhandled Rejection Guard** — Catches any async error
- **Health Checks** — `/health` endpoint + smoke tests
---
## 📦 Installation
### Prerequisites
- **Node.js** ≥ 20.0.0
- **npm** or **yarn**
- **ffmpeg** (for voice I/O)
- **Python 3.8+** (for Vosk STT)
- **systemd** (for 24/7 service)
### Quick Start
```bash
# Clone repository
git clone https://github.rommark.dev/admin/zCode-CLI-X.git
cd zCode-CLI-X
# Install dependencies
npm install
# Configure environment
cp .env.example .env
nano .env # Edit with your credentials
# Start as CLI (temporary)
node bin/zcode.js
# Start as Telegram bot (24/7)
node bin/zcode.js --no-cli
# Install as systemd service (recommended)
cp scripts/zcode.service ~/.config/systemd/user/
systemctl --user daemon-reload
systemctl --user enable zcode
systemctl --user start zcode
# Check status
systemctl --user status zcode
# View logs
journalctl --user -u zcode -f
```
### Full Installation Guide
See [INSTALLATION.md](./INSTALLATION.md) for:
- Detailed environment setup
- Voice I/O configuration (Vosk + ffmpeg)
- Telegram webhook setup
- SSL/HTTPS configuration
- Custom domain setup
- Docker deployment (coming soon)
---
## ⚙️ Configuration
### Environment Variables
```env
# Z.AI Configuration (Coding Plan)
GLM_BASE_URL=https://api.z.ai/api/coding/paas/v4
ZAI_API_KEY=your_zai_api_key
# Telegram Bot Configuration
TELEGRAM_BOT_TOKEN=your_telegram_bot_token
TELEGRAM_ALLOWED_USERS=your_telegram_id,friend_id
ZCODE_WEBHOOK_URL=https://your-domain.com/telegram/webhook
# Optional: Voice I/O
VOSK_MODEL_PATH=/path/to/vosk-model-small
FFMPEG_PATH=/usr/bin/ffmpeg
# Optional: RTK (Rust Token Killer)
RTK_PATH=~/.local/bin/rtk
# Optional: Logging
LOG_LEVEL=info # debug, info, warn, error
LOG_FILE=logs/zcode.log
```
### Config File
```json
// .zcode.config.json
{
"api": {
"baseUrl": "https://api.z.ai/api/coding/paas/v4",
"models": {
"default": "glm-5.1",
"fallback": "glm-4v"
}
},
"telegram": {
"allowedUsers": ["123456789"],
"webhookUrl": "https://your-domain.com/telegram/webhook"
},
"memory": {
"maxEntries": 500,
"evictionPolicy": "lru"
},
"agents": {
"enabled": ["coder", "reviewer", "architect"],
"maxTurns": 10
}
}
```
---
## 🎮 Usage
### Telegram Commands
#### Core Commands
```
/start — Welcome message + feature overview
/help — Full command list
/tools — List all available tools
/skills — List all available skills
/agents — List all available agent roles
/model — Switch AI model (glm-5.1, glm-4v, etc.)
/stats — Show performance metrics (RTK savings, memory size)
/voice — Toggle voice I/O mode
/mcp — Manage MCP servers
/memory — View memory stats + recent memories
/cron — Cron job management
/cancel — Cancel current task
/selfcorrection — Toggle auto self-correction
```
#### Memory Commands
```
/memory — View memory stats + recent memories
/remember <text> — Manually save a memory (auto-detects category)
/recall <query> — Search memories by keyword
/forget <id> — Delete a specific memory
```
#### Swarm Commands (Multi-Agent)
```
/swarm_spawn coder,reviewer,tester — "Build a React app"
/swarm_state — Check swarm progress
/swarm_execute — Run current task
/swarm_distribute — Distribute work to agents
/swarm_terminate — Stop all agents
```
#### Self-Evolve Commands
```
/self_evolve action=read file=src/bot/index.js
/self_evolve action=patch file=src/bot/index.js old_code="..." new_code="..." message="Fix bug"
/self_evolve action=list_files
/self_evolve action=git_log
/self_evolve action=diff file=src/bot/index.js
/self_evolve action=backups — List all backups
/self_evolve action=restore backup_id=2026-05-05T18-30-00 file=src/bot/index.js
```
### CLI Usage
```bash
# Run as CLI (temporary session)
node bin/zcode.js
# Run with specific model
node bin/zcode.js --model glm-4v
# Run with dev mode (hot reload)
npm run dev
# Run as bot (24/7)
node bin/zcode.js --no-cli
# Run with specific config
node bin/zcode.js --config .zcode.config.json
```
---
## 🏗️ Architecture
### System Overview
```
┌─────────────────────────────────────────────────────────────┐
│ zCode CLI X │
│ Hermes Agent × Claude Code × Ruflo × Opencode │
└─────────────────────────────────────────────────────────────┘
┌───────────────────┼───────────────────┐
│ │ │
┌───▼────┐ ┌─────▼────┐ ┌─────▼────┐
│ CLI │ │ Bot │ │ Agent │
│ Mode │ │ Mode │ │ System │
└───┬────┘ └─────┬────┘ └─────┬────┘
│ │ │
└───────────────────┼───────────────────┘
┌───────────────────┼───────────────────┐
│ │ │
┌───▼────┐ ┌─────▼────┐ ┌─────▼────┐
│ Tools │ │ Skills │ │ Agents │
│ │ │ │ │ │
│ Bash │ │ Code │ │ Coder │
│ File │ │ Review │ │ Architect│
│ Web │ │ Bug Fix │ │ DevOps │
│ Git │ │ Refactor │ │ Tester │
│ ... │ │ ... │ │ Reviewer │
└───┬────┘ └─────┬────┘ └─────┬────┘
│ │ │
└───────────────────┼───────────────────┘
┌───────────────────┼───────────────────┐
│ │ │
┌───▼────┐ ┌─────▼────┐ ┌─────▼────┐
│ Z.AI │ │ Telegram │ │ File │
│ API │ │ API │ │ System │
│ │ │ │ │ │
│ GLM-5.1│ │ Webhook │ │ Express │
│ Coding │ │ WS │ │ Node.js │
│ │ │ Bot │ │ File I/O │
└────────┘ └──────────┘ └──────────┘
```
### Ruflo Integration Architecture
```
┌─────────────────────────────────────────────────────────────┐
│ Ruflo Systems │
├─────────────────────────────────────────────────────────────┤
│ │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ Plugin │ │ Hook │ │ Swarm │ │
│ │ Manager │ │ Manager │ │ Coordinator │ │
│ │ │ │ │ │ │ │
│ │ 16 Extension │ │ Pre/Post │ │ 3 Topologies │ │
│ │ Points │ │ Tool/AI │ │ 9 Agent Roles│ │
│ └──────┬───────┘ └──────┬───────┘ └──────┬───────┘ │
│ │ │ │ │
│ └─────────────────┼─────────────────┘ │
│ │ │
│ ┌────────▼────────┐ │
│ │ Memory Backend │ │
│ │ (JSON + LRU) │ │
│ └─────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────┘
```
### Message Flow
```
User (Telegram) → Webhook → Bot → Intent Detection
┌─────────────────────┐
│ Pre-Tool Hooks │
└──────────┬──────────┘
┌─────────────────────┐
│ Tool Execution │
│ (Bash, File, Git) │
└──────────┬──────────┘
┌─────────────────────┐
│ Post-Tool Hooks │
└──────────┬──────────┘
┌─────────────────────┐
│ AI Response (Z.AI) │
│ (SSE Streaming) │
└──────────┬──────────┘
┌─────────────────────┐
│ Post-AI Hooks │
│ (Curiosity Engine) │
└──────────┬──────────┘
┌─────────────────────┐
│ Self-Learning │
│ (Memory Update) │
└──────────┬──────────┘
┌─────────────────────┐
│ Stream to User │
│ (HTML Formatted) │
└─────────────────────┘
```
### PortManager — Smart Port Lifecycle
Handles HTTP server port binding with intelligent recovery, replacing the old probe→kill→exit pattern that caused crash-loops under systemd.
```
PortManager (EventEmitter)
├── States: idle → probing → claiming → owned → releasing → failed
├── Holder Detection (3 methods):
│ ├── pidfile read (fast path)
│ ├── ss -tlnp (system socket lookup)
│ └── lsof -ti (fallback)
├── Recovery:
│ ├── Age-based kill strategy (young siblings waited, not killed)
│ ├── Exponential backoff retry (5 attempts, 500ms → 5000ms)
│ └── State events: stateChange, claimed, retry, failed
└── API:
├── claim(server) — acquire port with retry loop
├── release() — cleanup on shutdown
├── probe() — check if port is free
└── getStatus() — diagnostics for health checks
```
**File**: `src/bot/port-manager.js` | **Exposed via**: `bot.portManager`
---
## 📊 Feature Comparison
| Feature | zCode CLI X | Hermes Agent | Claude Code | Ruflo | Opencode |
|---------|-------------|--------------|-------------|-------|----------|
| **24/7 Telegram Bot** | ✅ | ✅ | ❌ | ❌ | ❌ |
| **Self-Learning Memory** | ✅ | ✅ | ❌ | ✅ | ❌ |
| **Voice I/O (STT/TTS)** | ✅ | ✅ | ❌ | ❌ | ❌ |
| **RTK Token Optimization** | ✅ | ✅ | ❌ | ❌ | ❌ |
| **Self-Evolution** | ✅ | ❌ | ❌ | ❌ | ❌ |
| **Unified Agentic Loop** | ✅ | ⚠️ | ✅ | ❌ | ✅ |
| **SSE Streaming** | ✅ | ✅ | ✅ | ❌ | ✅ |
| **Tool Call Accumulation** | ✅ | ❌ | ✅ | ❌ | ✅ |
| **Multi-Agent Swarm** | ✅ | ❌ | ❌ | ✅ | ❌ |
| **Plugin System** | ✅ | ❌ | ❌ | ✅ | ❌ |
| **Hook System** | ✅ | ❌ | ❌ | ✅ | ❌ |
| **Enhanced Memory Backend** | ✅ | ⚠️ | ❌ | ✅ | ❌ |
| **18 Tools** | ✅ | 12 | 15 | N/A | 20+ |
| **9 Agent Roles** | ✅ | 3 | N/A | 9 | N/A |
| **16 Extension Points** | ✅ | N/A | N/A | 16 | N/A |
| **Cron Scheduler** | ✅ | ✅ | ✅ | ✅ | ✅ |
| **Git Integration** | ✅ | ✅ | ✅ | ❌ | ✅ |
| **Bash Automation** | ✅ | ✅ | ✅ | ❌ | ✅ |
| **File Operations** | ✅ | ✅ | ✅ | ❌ | ✅ |
| **Web Scraping** | ✅ | ✅ | ❌ | ❌ | ✅ |
| **Browser Automation** | ✅ | ✅ | ❌ | ❌ | ✅ |
| **Vision (Image Analysis)** | ✅ | ✅ | ❌ | ❌ | ❌ |
| **TTS (Voice Reply)** | ✅ | ✅ | ❌ | ❌ | ❌ |
| **Bulletproof Rollback** | ✅ | ❌ | ❌ | ❌ | ❌ |
| **Protected Files** | ✅ | ❌ | ❌ | ❌ | ❌ |
| **Rate Limiting** | ✅ | ⚠️ | ⚠️ | ✅ | ⚠️ |
| **Health Checks** | ✅ | ✅ | ❌ | ✅ | ✅ |
| **Documentation** | ✅ | ✅ | ✅ | ✅ | ✅ |
**Legend**: ✅ Full support | ⚠️ Partial support | ❌ Not available
---
## 🎯 Use Cases
### 1. **Autonomous Development**
- Build full-stack apps from scratch
- Refactor legacy codebases
- Write tests, docs, and deployment configs
- Self-correct when errors occur
### 2. **Code Review & Security**
- Automated code review with 9 agent roles
- Security vulnerability scanning
- Best practices enforcement
- Performance optimization suggestions
### 3. **DevOps & Deployment**
- CI/CD pipeline configuration
- Docker/Kubernetes setup
- Infrastructure as Code (Terraform, Pulumi)
- Monitoring and alerting setup
### 4. **Data Analysis & Research**
- Web scraping with browser automation
- API research and integration
- Competitive analysis
- Documentation generation
### 5. **Voice-First Interaction**
- Talk to your coding agent
- Get voice responses
- Hands-free development
- Accessibility support
### 6. **Multi-Agent Collaboration**
- Spawn swarms for complex tasks
- Distribute work across specialized agents
- Hierarchical task orchestration
- Peer-to-peer agent collaboration
---
## 🔒 Security
### Self-Evolution Safety
- **Protected files** — Cannot modify `SelfEvolveTool.js`, `stt.py`
- **Rate limiting** — 1 patch per 60 seconds
- **File size limit** — Max 80KB per edit
- **3-layer rollback** — Git stash → backup → health check
- **Automatic verification** — Syntax check + smoke test before declaring success
### Tool Security
- **Destructive command protection** — Git push --force, rm -rf, etc.
- **Permission validation** — All tools require explicit permission
- **Sandboxing** — Bash tool runs with restricted capabilities
- **Security hooks** — Pre/post tool validation
- **Audit logging** — All tool calls logged to `logs/zcode.log`
### Data Privacy
- **No external data collection** — All processing local
- **Encrypted storage** — `.env` file not committed
- **Memory isolation** — Per-chat conversation context
- **No telemetry** — Zero analytics, zero tracking
---
## 📈 Performance
### Benchmarks
- **Startup time**: ~10 seconds
- **Memory usage**: 54.5M (peak 56.2M)
- **Voice STT**: ~200ms (Vosk, offline)
- **Voice TTS**: ~2s (node-edge-tts)
- **RTK savings**: 60-90% on git, npm, cargo, pytest, docker
- **Token optimization**: 40-60% with prompt compression
### Scalability
- **Concurrent chats**: 50+ (per instance)
- **Message queue**: Unlimited (per-chat sequential processing)
- **Memory**: 500 entries max (LRU eviction)
- **Tool calls**: 10 turns max per conversation (safety net)
---
## 🤝 Contributing
We welcome contributions! See [CONTRIBUTING.md](./CONTRIBUTING.md) for:
- Development setup
- Coding standards
- Pull request process
- Feature proposal guidelines
### Quick Start for Contributors
```bash
# Clone repository
git clone https://github.rommark.dev/admin/zCode-CLI-X.git
cd zCode-CLI-X
# Install dependencies
npm install
# Run in dev mode (hot reload)
npm run dev
# Run smoke tests
node test-ruflo-smoke.mjs
# Commit changes
git commit -m "feat: add new feature"
git push origin main
```
---
## 📄 License
MIT License — See [LICENSE](./LICENSE) for details.
---
## 🙏 Credits & Acknowledgments
### Core Projects
- **[Hermes Agent](https://github.com/nousresearch/hermes-agent)** — Telegram bot framework, stream consumer, RTK integration
- **[Claude Code](https://github.com/anthropics/claude-code)** — Unified agentic loop, tool call accumulation, SSE streaming
- **[Ruflo](https://github.com/ruvnet/ruflo)** — Plugin system, multi-agent swarm, hook architecture, enhanced memory
- **[Opencode](https://github.com/opencode/opencode)** — Bash automation, file operations, safety hooks
### Technologies
- **[Z.AI](https://z.ai)** — GLM-5.1 model, Coding Plan API
- **[grammy](https://grammy.dev)** — Telegram Bot Framework
- **[Vosk](https://alphacephei.com/vosk/)** — Offline speech recognition
- **[node-edge-tts](https://github.com/yayuyokit/Edge-TTS-node)** — Microsoft Edge TTS voices
- **[RTK](https://github.com/rtk-ai/rtk)** — Rust Token Killer for token optimization
- **[Winston](https://github.com/winstonjs/winston)** — Logging
- **[Express](https://expressjs.com)** — Web server
- **[Systemd](https://systemd.io)** — Process supervisor
### Special Thanks
- **NousResearch** — Hermes Agent team for Telegram bot patterns
- **Anthropic** — Claude Code for agentic loop architecture
- **RuvNet** — Ruflo team for plugin/swarm/hook systems
- **Community contributors** — All PRs, issues, and feedback
---
## 📞 Support & Contact
- **Issues**: [GitHub Issues](https://github.rommark.dev/admin/zCode-CLI-X/issues)
- **Documentation**: [README.md](./README.md), [ARCHITECTURE.md](./ARCHITECTURE.md)
- **Quick Start**: [QUICKSTART.md](./QUICKSTART.md)
- **Installation**: [INSTALLATION.md](./INSTALLATION.md) (coming soon)
- **API Docs**: [API.md](./API.md) (coming soon)
---
## 🚀 Roadmap
### v1.1 (Q2 2026)
- [ ] Docker deployment support
- [ ] MCP server auto-discovery
- [ ] Voice cloning (ElevenLabs/XTTS v2)
- [ ] Enhanced swarm topologies (federated, gossip)
- [ ] Plugin marketplace
### v1.2 (Q3 2026)
- [ ] Web UI dashboard
- [ ] Multi-language support (Spanish, French, German)
- [ ] Advanced analytics dashboard
- [ ] Custom agent training (LoRA fine-tuning)
- [ ] API rate limiting & quotas
### v2.0 (Q4 2026)
- [ ] Kubernetes deployment
- [ ] Horizontal scaling (multiple instances)
- [ ] Distributed memory backend (Redis)
- [ ] Plugin hot-reload (no restart needed)
- [ ] Agent marketplace (share/swarm agents)
---
<div align="center">
**Built with ⚡ by [Roman](https://twitter.com/uroma2)**
*Hermes Agent × Claude Code × Ruflo × Opencode*
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