objectstack-ai · Copilot · Feb 3, 2026 · Feb 3, 2026 · Feb 3, 2026 · Feb 3, 2026
diff --git a/BEST_PRACTICES.md b/BEST_PRACTICES.md
diff --git a/IMPLEMENTATION_PLAN.md b/IMPLEMENTATION_PLAN.md
diff --git a/MIGRATION_GUIDE.md b/MIGRATION_GUIDE.md
diff --git a/PROJECT_SUMMARY.md b/PROJECT_SUMMARY.md
diff --git a/README.zh-CN.md b/README.zh-CN.md
diff --git a/STRATEGIC_VISION.md b/STRATEGIC_VISION.md
@@ -0,0 +1,332 @@
+# ObjectStack Strategic Vision: 全球顶级企业管理软件平台框架
+
+> **目标**: 打造全球最新、最顶流、最受欢迎的企业管理软件平台框架，推进基于 AI 的自动化开发
+
+## 🎯 Executive Summary
+
+ObjectStack is positioned to become the world's leading **Post-SaaS Operating System** - a metadata-driven, AI-powered platform that revolutionizes how enterprise software is built, deployed, and evolved.
+
+### Key Differentiators
+
+1. **Metadata-Driven Architecture**: Everything-as-Code with runtime validation
+2. **AI-Native Design**: Built-in support for autonomous agents and intelligent automation
+3. **Polyglot Data**: Seamlessly virtualize SQL, NoSQL, Redis, and Excel
+4. **Local-First Philosophy**: Privacy-preserving, edge-computing ready
+5. **Open Core Model**: Community-powered innovation with enterprise-grade governance
+
+## 🌍 Market Positioning
+
+### Competitive Landscape Analysis
+
+| Platform | Strength | ObjectStack Advantage |
+|----------|----------|----------------------|
+| **Salesforce** | Market dominance, ecosystem | Open source, local-first, AI-native |
+| **ServiceNow** | Enterprise workflows | Better developer experience, modern stack |
+| **OutSystems** | Low-code simplicity | True metadata-driven, no vendor lock-in |
+| **Mendix** | Visual development | Superior AI integration, protocol-first |
+| **Appian** | Process automation | Microkernel architecture, extensibility |
+
+### Target Segments
+
+1. **Enterprise IT Teams** - Building internal management systems
+2. **ISV Partners** - Creating vertical SaaS solutions
+3. **System Integrators** - Delivering custom enterprise solutions
+4. **Startups** - Building next-gen business applications
+
+## 🚀 Technology Vision
+
+### 1. AI-First Platform Architecture
+
+```
+┌─────────────────────────────────────────────────┐
+│         AI Orchestration Layer                   │
+│  ┌──────────────────────────────────────────┐   │
+│  │  Multi-Agent System (Autonomous Actors)  │   │
+│  │  • DevOps Agents (CI/CD, Monitoring)     │   │
+│  │  • Business Agents (Sales, Support)      │   │
+│  │  • Data Agents (ETL, Analytics)          │   │
+│  └──────────────────────────────────────────┘   │
+└─────────────────┬───────────────────────────────┘
+                  │
+┌─────────────────▼───────────────────────────────┐
+│      Intelligent Automation Engine               │
+│  ┌──────────────────────────────────────────┐   │
+│  │  NLQ (Natural Language Query)            │   │
+│  │  RAG (Context-Aware Knowledge)           │   │
+│  │  Code Generation (Auto-development)      │   │
+│  │  Predictive Analytics                    │   │
+│  └──────────────────────────────────────────┘   │
+└─────────────────┬───────────────────────────────┘
+                  │
+┌─────────────────▼───────────────────────────────┐
+│        ObjectStack Core Platform                 │
+│  ┌──────────┬──────────┬──────────┐             │
+│  │ObjectQL  │ ObjectOS │ ObjectUI │             │
+│  │(Data)    │(Control) │(View)    │             │
+│  └──────────┴──────────┴──────────┘             │
+└──────────────────────────────────────────────────┘
+```
+
+### 2. Enterprise Module Framework
+
+**ObjectStack Enterprise Suite** - Pre-built, AI-enhanced business modules:
+
+#### Sales & CRM
+- **Customer 360**: Unified customer data platform
+- **Sales Automation**: AI-driven lead scoring and pipeline management
+- **Revenue Intelligence**: Predictive forecasting and deal insights
+
+#### Service Management
+- **Case Management**: Intelligent ticket routing and resolution
+- **Knowledge Base**: AI-powered documentation and self-service
+- **Field Service**: Mobile-first dispatch and workforce optimization
+
+#### Operations & ERP
+- **Financial Management**: Multi-currency, multi-entity accounting
+- **Supply Chain**: Demand planning and inventory optimization
+- **Manufacturing**: Production planning and quality control
+
+#### Human Capital Management
+- **Talent Acquisition**: AI-assisted recruiting and onboarding
+- **Performance Management**: OKR tracking and continuous feedback
+- **Learning & Development**: Personalized training paths
+
+### 3. Developer Experience Excellence
+
+**The 5-Minute Rule**: From idea to working prototype in 5 minutes
+
+```typescript
+// Step 1: Define your data model (30 seconds)
+export const CustomerObject = {
+  name: 'customer',
+  label: 'Customer',
+  fields: {
+    name: { type: 'text', required: true },
+    email: { type: 'email', unique: true },
+    tier: { type: 'select', options: ['bronze', 'silver', 'gold'] }
+  }
+}
+
+// Step 2: AI generates complete CRUD UI (2 minutes)
+// $ objectstack generate app --from customer --style modern
+
+// Step 3: Deploy to cloud (2 minutes)
+// $ objectstack deploy --target production
+
+// Step 4: AI agent creates test data and documentation (30 seconds)
+// $ objectstack ai seed --realistic --count 100
+```
+
+## 🏗️ Implementation Roadmap
+
+### Q1 2026: Foundation Enhancement (Current)
+
+**Goals**:
+- ✅ Establish protocol versioning and governance
+- ✅ Enhance AI agent capabilities (multi-modal, autonomous)
+- ✅ Create enterprise module templates
+- ✅ Implement advanced security protocols
+
+**Deliverables**:
+1. Enhanced AI Protocol Suite
+2. Enterprise CRM/ERP Templates
+3. Security & Compliance Framework
+4. Developer Certification Program
+
+### Q2 2026: AI Automation Platform
+
+**Goals**:
+- Build intelligent code generation engine
+- Implement natural language to application conversion
+- Create AI-powered testing and optimization
+- Establish marketplace ecosystem
+
+**Deliverables**:
+1. ObjectStack AI Studio (Code generation IDE)
+2. Natural Language App Builder
+3. Automated Testing Framework
+4. Plugin Marketplace v1.0
+
+### Q3 2026: Enterprise Go-to-Market
+
+**Goals**:
+- Launch enterprise feature set
+- Establish partner ecosystem
+- Create vertical solution templates
+- Implement multi-tenancy at scale
+
+**Deliverables**:
+1. Enterprise Edition Release
+2. Partner Certification Program
+3. Industry Solution Packs (Healthcare, Finance, Retail)
+4. Cloud Platform GA
+
+### Q4 2026: Global Expansion
+
+**Goals**:
+- Multi-language support (EN, ZH, ES, JP, DE)
+- Regional compliance frameworks (GDPR, CCPA, etc.)
+- Global partner network
+- Community-driven innovation
+
+**Deliverables**:
+1. Internationalization Framework
+2. Compliance Automation
+3. Regional Cloud Deployments
+4. Community Summit & Conference
+
+## 💡 Innovation Pillars
+
+### 1. AI-Driven Development
+
+**Vision**: Reduce development time by 10x through AI automation
+
+**Capabilities**:
+- Natural language to working application
+- Intelligent code completion and refactoring
+- Automated testing and debugging
+- Self-healing systems and auto-optimization
+
+### 2. Metadata-First Everything
+
+**Vision**: All business logic as declarative, versionable metadata
+
+**Benefits**:
+- Zero-downtime deployments
+- Time-travel debugging
+- Instant rollbacks
+- Perfect audit trails
+
+### 3. Polyglot Data Platform
+
+**Vision**: One query language, any data source
+
+**Supported**:
+- Relational (Postgres, MySQL, Oracle, MSSQL)
+- NoSQL (MongoDB, Cassandra, DynamoDB)
+- Cache (Redis, Memcached)
+- Files (Excel, CSV, Parquet)
+- SaaS (Salesforce, SAP, Workday)
+
+### 4. Edge-First Architecture
+
+**Vision**: Run anywhere - cloud, edge, or offline
+
+**Deployment Models**:
+- Cloud-native (Kubernetes, serverless)
+- Edge computing (IoT, retail locations)
+- Desktop (Electron, local-first)
+- Mobile (React Native, progressive web)
+
+## 📊 Success Metrics
+
+### Product Metrics
+- **Developer Productivity**: 10x improvement in time-to-market
+- **Code Generation**: 80%+ accuracy in AI-generated code
+- **Performance**: Sub-100ms query response time
+- **Scalability**: Support 1M+ concurrent users per instance
+
+### Business Metrics
+- **Adoption**: 100K+ developers by end of 2026
+- **Ecosystem**: 1,000+ plugins in marketplace
+- **Enterprise**: 100+ Fortune 500 customers
+- **Community**: 50K+ GitHub stars
+
+### Quality Metrics
+- **Reliability**: 99.99% uptime SLA
+- **Security**: Zero critical vulnerabilities
+- **Compliance**: Full GDPR, SOC2, HIPAA certification
+- **Performance**: 95th percentile < 200ms
+
+## 🌟 Competitive Advantages
+
+### 1. True Metadata-Driven
+Unlike competitors who claim "low-code" but still require extensive coding, ObjectStack's metadata-driven approach means:
+- **100% declarative** business logic
+- **Instant updates** without redeployment
+- **Version control** for all configurations
+- **AI-readable** specifications
+
+### 2. Open Core Model
+- **Community Edition**: Full-featured, Apache 2.0
+- **Enterprise Edition**: Advanced features, commercial support
+- **No Vendor Lock-in**: Standards-based, portable
+- **Transparent Pricing**: Clear upgrade path
+
+### 3. AI-Native Platform
+Built from the ground up with AI in mind:
+- **Embedded Agents**: AI actors as first-class citizens
+- **Knowledge Integration**: RAG built into the core
+- **Auto-Optimization**: Self-tuning systems
+- **Natural Interfaces**: Conversational admin and development
+
+### 4. Developer-First Philosophy
+- **Best-in-class DX**: Superior tooling and documentation
+- **Type-Safe**: Full TypeScript support with inference
+- **Testable**: Built-in testing frameworks
+- **Observable**: Comprehensive logging and monitoring
+
+## 🔐 Enterprise Governance
+
+### Security Architecture
+1. **Zero Trust**: Default deny, explicit allow
+2. **End-to-End Encryption**: Data encrypted at rest and in transit
+3. **Audit Everything**: Immutable audit logs for all operations
+4. **Compliance Automation**: Built-in GDPR, HIPAA, SOC2 controls
+
+### Data Governance
+1. **Data Lineage**: Track data flow from source to destination
+2. **Quality Rules**: Automated validation and cleansing
+3. **Privacy Controls**: PII detection and masking
+4. **Retention Policies**: Automated archival and deletion
+
+### AI Governance
+1. **Explainability**: Transparent AI decision-making
+2. **Bias Detection**: Automated fairness monitoring
+3. **Human-in-the-Loop**: Critical decisions require approval
+4. **Model Monitoring**: Performance and drift detection
+
+## 🎓 Ecosystem Strategy
+
+### Developer Community
+1. **Open Source Core**: Apache 2.0 for maximum adoption
+2. **Contributor Program**: Recognition and rewards
+3. **Documentation**: Best-in-class tutorials and guides
+4. **Events**: Annual conference and local meetups
+
+### Partner Network
+1. **Technology Partners**: Integration with leading platforms
+2. **Implementation Partners**: Certified consultants and agencies
+3. **ISV Partners**: Build and sell on ObjectStack
+4. **Resellers**: Global sales and support network
+
+### Marketplace
+1. **Quality Standards**: Rigorous review process
+2. **Revenue Sharing**: Fair compensation for developers
+3. **Discovery**: AI-powered recommendation engine
+4. **Trust**: Ratings, reviews, and certifications
+
+## 🚀 Call to Action
+
+ObjectStack is not just another low-code platform - it's a paradigm shift in how enterprise software is conceived, built, and evolved. By combining:
+
+- **Metadata-driven architecture** (flexibility without complexity)
+- **AI-native design** (intelligence built-in, not bolted-on)
+- **Open core model** (community-powered innovation)
+- **Developer-first philosophy** (best-in-class experience)
+
+We're creating the **Post-SaaS Operating System** that will power the next generation of enterprise applications.
+
+### Join the Revolution
+
+- **Developers**: Build the future of enterprise software
+- **Enterprises**: Transform your IT delivery
+- **Partners**: Grow your business with ObjectStack
+- **Investors**: Be part of the next platform shift
+
+---
+
+**Document Version**: 1.0  
+**Last Updated**: February 2026  
+**Status**: Strategic Roadmap  
+**Next Review**: Q2 2026
diff --git a/content/docs/references/ai/index.mdx b/content/docs/references/ai/index.mdx
@@ -10,11 +10,14 @@ This section contains all protocol schemas for the ai layer of ObjectStack.
 <Cards>
   <Card href="./agent" title="Agent" description="Source: packages/spec/src/ai/agent.zod.ts" />
   <Card href="./agent-action" title="Agent Action" description="Source: packages/spec/src/ai/agent-action.zod.ts" />
+  <Card href="./code-generation" title="Code Generation" description="Source: packages/spec/src/ai/code-generation.zod.ts" />
   <Card href="./conversation" title="Conversation" description="Source: packages/spec/src/ai/conversation.zod.ts" />
   <Card href="./cost" title="Cost" description="Source: packages/spec/src/ai/cost.zod.ts" />
   <Card href="./devops-agent" title="Devops Agent" description="Source: packages/spec/src/ai/devops-agent.zod.ts" />
   <Card href="./feedback-loop" title="Feedback Loop" description="Source: packages/spec/src/ai/feedback-loop.zod.ts" />
+  <Card href="./governance" title="Governance" description="Source: packages/spec/src/ai/governance.zod.ts" />
   <Card href="./model-registry" title="Model Registry" description="Source: packages/spec/src/ai/model-registry.zod.ts" />
+  <Card href="./multi-modal-agent" title="Multi Modal Agent" description="Source: packages/spec/src/ai/multi-modal-agent.zod.ts" />
   <Card href="./nlq" title="Nlq" description="Source: packages/spec/src/ai/nlq.zod.ts" />
   <Card href="./orchestration" title="Orchestration" description="Source: packages/spec/src/ai/orchestration.zod.ts" />
   <Card href="./predictive" title="Predictive" description="Source: packages/spec/src/ai/predictive.zod.ts" />

diff --git a/content/docs/references/ai/meta.json b/content/docs/references/ai/meta.json
@@ -3,11 +3,14 @@
   "pages": [
     "agent",
     "agent-action",
+    "code-generation",
     "conversation",
     "cost",
     "devops-agent",
     "feedback-loop",
+    "governance",
     "model-registry",
+    "multi-modal-agent",
     "nlq",
     "orchestration",
     "predictive",

diff --git a/content/docs/references/data/index.mdx b/content/docs/references/data/index.mdx
@@ -21,6 +21,7 @@ This section contains all protocol schemas for the data layer of ObjectStack.
   <Card href="./mapping" title="Mapping" description="Source: packages/spec/src/data/mapping.zod.ts" />
   <Card href="./object" title="Object" description="Source: packages/spec/src/data/object.zod.ts" />
   <Card href="./query" title="Query" description="Source: packages/spec/src/data/query.zod.ts" />
+  <Card href="./streaming" title="Streaming" description="Source: packages/spec/src/data/streaming.zod.ts" />
   <Card href="./validation" title="Validation" description="Source: packages/spec/src/data/validation.zod.ts" />
 </Cards>
 
diff --git a/content/docs/references/data/meta.json b/content/docs/references/data/meta.json
@@ -14,6 +14,7 @@
     "mapping",
     "object",
     "query",
+    "streaming",
     "validation"
   ]
 }
diff --git a/content/docs/references/meta.json b/content/docs/references/meta.json
@@ -9,6 +9,7 @@
     "data",
     "hub",
     "integration",
+    "modules",
     "permission",
     "qa",
     "shared",

diff --git a/packages/spec/json-schema/ai/AICompliance.json b/packages/spec/json-schema/ai/AICompliance.json
@@ -0,0 +1,7 @@
+{
+  "$ref": "#/definitions/AICompliance",
+  "definitions": {
+    "AICompliance": {}
+  },
+  "$schema": "http://json-schema.org/draft-07/schema#"
+}