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Apple ef3473db21 snapshot: NODE1 production state 2026-02-09 
Complete snapshot of /opt/microdao-daarion/ from NODE1 (144.76.224.179).
This represents the actual running production code that has diverged
significantly from the previous main branch.

Key changes from old main:
- Gateway (http_api.py): expanded from ~40KB to 164KB with full agent support
- Router: new /v1/agents/{id}/infer endpoint with vision + DeepSeek routing
- Behavior Policy: SOWA v2.2 (3-level: FULL/ACK/SILENT)
- Agent Registry: config/agent_registry.yml as single source of truth
- 13 agents configured (was 3)
- Memory service integration
- CrewAI teams and roles

Excluded from snapshot: venv/, .env, data/, backups, .tgz archives

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-02-09 08:46:46 -08:00

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<h1 id="dagi-stack-open-core-model">DAGI Stack Open Core Model<a class="headerlink" href="#dagi-stack-open-core-model" title="Permanent link">&para;</a></h1>
<p><strong>Version</strong>: 0.2.0<br />
<strong>License</strong>: MIT (core components)<br />
<strong>Last Updated</strong>: 2024-11-15</p>
<hr />
<h2 id="philosophy">🎯 Philosophy<a class="headerlink" href="#philosophy" title="Permanent link">&para;</a></h2>
<p>DAGI Stack follows an <strong>Open Core</strong> model:
- <strong>Core infrastructure</strong> is open-source (MIT License)
- <strong>Advanced/proprietary features</strong> can remain private (optional)
- <strong>Community-driven</strong> development with transparent roadmap</p>
<p><strong>Goals:</strong>
1. Enable anyone to build AI routers and agent systems
2. Maintain flexibility for commercial/proprietary extensions
3. Foster ecosystem growth through shared infrastructure</p>
<hr />
<h2 id="open-source-components-mit-license">✅ Open Source Components (MIT License)<a class="headerlink" href="#open-source-components-mit-license" title="Permanent link">&para;</a></h2>
<h3 id="router-core">Router Core<a class="headerlink" href="#router-core" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Foundation for any routing system</p>
<ul>
<li><code>routing_engine.py</code> - Rule-based routing logic</li>
<li><code>config_loader.py</code> - YAML configuration parser</li>
<li><code>router_app.py</code> - FastAPI HTTP server</li>
<li><code>main_v2.py</code> - Entry point and CLI</li>
</ul>
<p><strong>Use Cases:</strong>
- Build custom AI routers
- Extend routing rules
- Integrate with any LLM/agent backend</p>
<hr />
<h3 id="provider-interfaces">Provider Interfaces<a class="headerlink" href="#provider-interfaces" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Standard contracts for extensibility</p>
<ul>
<li><code>providers/base_provider.py</code> - Abstract provider interface</li>
<li><code>providers/registry.py</code> - Provider discovery and registration</li>
<li><code>providers/llm_provider.py</code> - LLM provider base class</li>
<li><code>providers/ollama_provider.py</code> - Ollama integration</li>
<li><code>providers/openai_provider.py</code> - OpenAI integration</li>
<li><code>providers/deepseek_provider.py</code> - DeepSeek integration</li>
</ul>
<p><strong>Use Cases:</strong>
- Add new LLM providers (Anthropic, Cohere, etc.)
- Create custom agent providers
- Integrate with proprietary backends</p>
<hr />
<h3 id="devtools-backend">DevTools Backend<a class="headerlink" href="#devtools-backend" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Common development workflows</p>
<ul>
<li><code>devtools-backend/main.py</code> - FastAPI service</li>
<li>Endpoints: <code>/fs/read</code>, <code>/fs/write</code>, <code>/ci/run-tests</code>, <code>/notebook/execute</code></li>
<li>File operations, test execution, notebook support</li>
</ul>
<p><strong>Use Cases:</strong>
- Code review workflows
- Automated testing
- Workspace management</p>
<hr />
<h3 id="rbac-service">RBAC Service<a class="headerlink" href="#rbac-service" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Foundational access control</p>
<ul>
<li><code>microdao/rbac_api.py</code> - Role resolution service</li>
<li>Role definitions (admin, member, contributor, guest)</li>
<li>Entitlement system</li>
</ul>
<p><strong>Use Cases:</strong>
- Multi-tenant access control
- DAO-based permissions
- Custom role hierarchies</p>
<hr />
<h3 id="bot-gateway">Bot Gateway<a class="headerlink" href="#bot-gateway" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Platform integrations</p>
<ul>
<li><code>gateway-bot/main.py</code> - Telegram/Discord webhooks</li>
<li><code>gateway-bot/http_api.py</code> - HTTP endpoints</li>
<li><code>gateway-bot/router_client.py</code> - Router client</li>
</ul>
<p><strong>Use Cases:</strong>
- Add new platforms (Slack, WhatsApp)
- Custom chat normalization
- Webhook processing</p>
<hr />
<h3 id="utilities">Utilities<a class="headerlink" href="#utilities" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Shared infrastructure</p>
<ul>
<li><code>utils/logger.py</code> - Structured JSON logging</li>
<li><code>utils/validation.py</code> - Request validation</li>
<li>Request ID generation, error handling</li>
</ul>
<p><strong>Use Cases:</strong>
- Consistent logging across services
- Debugging and tracing
- Production observability</p>
<hr />
<h3 id="documentation">Documentation<a class="headerlink" href="#documentation" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Knowledge sharing</p>
<ul>
<li>All <code>.md</code> files (README, guides, API docs)</li>
<li>Architecture diagrams</li>
<li>Deployment guides</li>
<li>Test scenarios</li>
</ul>
<p><strong>Use Cases:</strong>
- Learn routing patterns
- Deployment best practices
- Community contributions</p>
<hr />
<h3 id="test-suites">Test Suites<a class="headerlink" href="#test-suites" title="Permanent link">&para;</a></h3>
<p><strong>Why Open</strong>: Quality assurance</p>
<ul>
<li><code>smoke.sh</code> - Smoke test suite</li>
<li><code>test-devtools.sh</code> - DevTools E2E tests</li>
<li><code>test-crewai.sh</code> - CrewAI E2E tests</li>
<li><code>test-gateway.sh</code> - Gateway E2E tests</li>
</ul>
<p><strong>Use Cases:</strong>
- Validate custom deployments
- Regression testing
- CI/CD integration</p>
<hr />
<h2 id="proprietaryprivate-components-optional">⚠️ Proprietary/Private Components (Optional)<a class="headerlink" href="#proprietaryprivate-components-optional" title="Permanent link">&para;</a></h2>
<p>These can remain private for commercial or strategic reasons:</p>
<h3 id="custom-crewai-workflows">Custom CrewAI Workflows<a class="headerlink" href="#custom-crewai-workflows" title="Permanent link">&para;</a></h3>
<p><strong>Why Private</strong>: Domain-specific IP</p>
<ul>
<li><code>orchestrator/crewai_backend.py</code> - Workflow implementations</li>
<li>microDAO-specific workflows (onboarding, proposal review)</li>
<li>Agent configurations and prompts</li>
</ul>
<p><strong>Alternatives (Open):</strong>
- Base CrewAI integration (open)
- Workflow interface/API (open)
- Example workflows (open)</p>
<hr />
<h3 id="advanced-rbac-policies">Advanced RBAC Policies<a class="headerlink" href="#advanced-rbac-policies" title="Permanent link">&para;</a></h3>
<p><strong>Why Private</strong>: Competitive advantage</p>
<ul>
<li>Custom DAO-specific rules</li>
<li>Complex entitlement logic</li>
<li>Integration with on-chain data</li>
</ul>
<p><strong>Alternatives (Open):</strong>
- Base RBAC service (open)
- Role resolution API (open)
- Example policies (open)</p>
<hr />
<h3 id="llm-fine-tuning-data">LLM Fine-tuning Data<a class="headerlink" href="#llm-fine-tuning-data" title="Permanent link">&para;</a></h3>
<p><strong>Why Private</strong>: Training data IP</p>
<ul>
<li>Custom training datasets</li>
<li>Prompt engineering techniques</li>
<li>Model fine-tuning parameters</li>
</ul>
<p><strong>Alternatives (Open):</strong>
- Provider interfaces (open)
- Base model configurations (open)</p>
<hr />
<h3 id="enterprise-features">Enterprise Features<a class="headerlink" href="#enterprise-features" title="Permanent link">&para;</a></h3>
<p><strong>Why Private</strong>: Revenue generation</p>
<ul>
<li>SSO integration (SAML, OAuth)</li>
<li>Advanced audit logs</li>
<li>SLA guarantees</li>
<li>Premium support</li>
</ul>
<p><strong>Alternatives (Open):</strong>
- Basic authentication (open)
- Standard logging (open)</p>
<hr />
<h2 id="contribution-model">🔄 Contribution Model<a class="headerlink" href="#contribution-model" title="Permanent link">&para;</a></h2>
<h3 id="open-source-contributions">Open Source Contributions<a class="headerlink" href="#open-source-contributions" title="Permanent link">&para;</a></h3>
<p><strong>Welcome:</strong>
- Bug fixes
- Performance improvements
- New provider implementations
- Documentation updates
- Test coverage
- Example workflows</p>
<p><strong>Process:</strong>
1. Fork repository
2. Create feature branch
3. Submit Pull Request
4. Code review by maintainers
5. Merge after approval</p>
<p><strong>See:</strong> <a href="../CONTRIBUTING.md">CONTRIBUTING.md</a></p>
<hr />
<h3 id="commercial-extensions">Commercial Extensions<a class="headerlink" href="#commercial-extensions" title="Permanent link">&para;</a></h3>
<p><strong>Allowed:</strong>
- Build proprietary services on top of DAGI Stack
- Offer hosted versions (SaaS)
- Create premium features
- Provide consulting/support</p>
<p><strong>Requirements:</strong>
- Comply with MIT License terms
- Attribute DAGI Stack in documentation
- Consider contributing improvements back (optional)</p>
<hr />
<h2 id="licensing">📜 Licensing<a class="headerlink" href="#licensing" title="Permanent link">&para;</a></h2>
<h3 id="mit-license-summary">MIT License Summary<a class="headerlink" href="#mit-license-summary" title="Permanent link">&para;</a></h3>
<p><strong>Permissions:</strong>
- ✅ Commercial use
- ✅ Modification
- ✅ Distribution
- ✅ Private use</p>
<p><strong>Conditions:</strong>
- 📄 Include license and copyright notice</p>
<p><strong>Limitations:</strong>
- ⚠️ No liability
- ⚠️ No warranty</p>
<p><strong>Full License:</strong> <a href="../LICENSE">LICENSE</a></p>
<hr />
<h2 id="ecosystem-vision">🌐 Ecosystem Vision<a class="headerlink" href="#ecosystem-vision" title="Permanent link">&para;</a></h2>
<h3 id="current-state-v020">Current State (v0.2.0)<a class="headerlink" href="#current-state-v020" title="Permanent link">&para;</a></h3>
<ul>
<li>Open-source core (Router, DevTools, RBAC, Gateway)</li>
<li>Example workflows and integrations</li>
<li>Production-ready deployment</li>
</ul>
<h3 id="short-term-v030-v050">Short-term (v0.3.0-v0.5.0)<a class="headerlink" href="#short-term-v030-v050" title="Permanent link">&para;</a></h3>
<ul>
<li>Community provider implementations</li>
<li>Additional workflow examples</li>
<li>Integration guides (Dify, MCP)</li>
</ul>
<h3 id="long-term-v100">Long-term (v1.0.0+)<a class="headerlink" href="#long-term-v100" title="Permanent link">&para;</a></h3>
<ul>
<li>Plugin marketplace</li>
<li>Hosted community instances</li>
<li>Certification program for providers</li>
<li>Enterprise support offerings</li>
</ul>
<hr />
<h2 id="partners-integrations">🤝 Partners &amp; Integrations<a class="headerlink" href="#partners-integrations" title="Permanent link">&para;</a></h2>
<h3 id="open-integrations">Open Integrations<a class="headerlink" href="#open-integrations" title="Permanent link">&para;</a></h3>
<ul>
<li>Ollama (local LLM)</li>
<li>OpenAI API</li>
<li>DeepSeek API</li>
<li>Telegram Bot API</li>
<li>Discord Webhooks</li>
</ul>
<h3 id="planned-integrations">Planned Integrations<a class="headerlink" href="#planned-integrations" title="Permanent link">&para;</a></h3>
<ul>
<li>Dify (LLM backend)</li>
<li>MCP (Model Context Protocol)</li>
<li>Anthropic Claude</li>
<li>Hugging Face models</li>
<li>Web3 wallets (for DAO auth)</li>
</ul>
<hr />
<h2 id="metrics-transparency">📊 Metrics &amp; Transparency<a class="headerlink" href="#metrics-transparency" title="Permanent link">&para;</a></h2>
<h3 id="public-metrics-planned">Public Metrics (Planned)<a class="headerlink" href="#public-metrics-planned" title="Permanent link">&para;</a></h3>
<ul>
<li>GitHub stars/forks</li>
<li>Active contributors</li>
<li>Issue resolution time</li>
<li>Release cadence</li>
<li>Community size (Discord)</li>
</ul>
<h3 id="development-transparency">Development Transparency<a class="headerlink" href="#development-transparency" title="Permanent link">&para;</a></h3>
<ul>
<li>Public roadmap (GitHub Projects)</li>
<li>Open issue tracker</li>
<li>Public discussions</li>
<li>Regular community calls (planned)</li>
</ul>
<hr />
<h2 id="community">💬 Community<a class="headerlink" href="#community" title="Permanent link">&para;</a></h2>
<ul>
<li><strong>GitHub</strong>: https://github.com/daarion/dagi-stack</li>
<li><strong>Discord</strong>: https://discord.gg/daarion</li>
<li><strong>Discussions</strong>: https://github.com/daarion/dagi-stack/discussions</li>
<li><strong>Email</strong>: dev@daarion.city</li>
</ul>
<hr />
<h2 id="why-open-core">🎉 Why Open Core?<a class="headerlink" href="#why-open-core" title="Permanent link">&para;</a></h2>
<ol>
<li><strong>Accelerate Innovation</strong>: Community contributions improve core faster</li>
<li><strong>Reduce Vendor Lock-in</strong>: Users can self-host, modify, extend</li>
<li><strong>Build Trust</strong>: Transparent codebase, security audits possible</li>
<li><strong>Ecosystem Growth</strong>: More providers = more value for everyone</li>
<li><strong>Sustainable Business</strong>: Commercial extensions fund ongoing development</li>
</ol>
<hr />
<p><strong>DAGI Stack is infrastructure, not a product.</strong> By open-sourcing the core, we enable the entire DAARION ecosystem to build on a shared foundation while maintaining flexibility for specialized/commercial use cases.</p>
<hr />
<p><strong>Version</strong>: 0.2.0<br />
<strong>License</strong>: MIT (core)<br />
<strong>Last Updated</strong>: 2024-11-15</p>
</article>
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