docs: extend product roadmap and milestones

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Christian Krakau-Louis
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# DocuElevate Milestones # DocuElevate Milestones
**Last Updated:** 2026-02-08 **Last Updated:** 2026-05-23
This document outlines the release milestones, versioning strategy, and detailed feature breakdown for DocuElevate. This document outlines the release milestones, versioning strategy, and detailed feature breakdown for DocuElevate.
@@ -19,17 +19,15 @@ DocuElevate follows [Semantic Versioning 2.0.0](https://semver.org/):
--- ---
## Current Release: v0.5.0 (February 2026) ## Current State (Continuous Releases)
### Status: Stable DocuElevate ships continuously via automated semantic versioning. Use **GitHub Releases** for the latest build artifacts and **GitHub Milestones** (below) for roadmap tracking.
- Production-ready document processing
- Multi-provider storage support ### Last Shipped Milestone: v0.5.0 (Released February 8, 2026)
- **Database-backed settings management with encryption** - Database-backed settings management with encryption
- **Setup wizard for first-time configuration** - Setup wizard for first-time configuration
- **Admin UI for runtime configuration** - Admin UI for runtime configuration
- **Automated semantic versioning and releases** - Release automation via semantic-release
- OAuth2 authentication with admin group support
- Basic web UI and REST API
### Important Note on Versioning ### Important Note on Versioning
As of February 2026, DocuElevate uses **automated semantic versioning**: As of February 2026, DocuElevate uses **automated semantic versioning**:
@@ -130,87 +128,78 @@ As of February 2026, DocuElevate uses **automated semantic versioning**:
## Upcoming Milestones ## Upcoming Milestones
### v0.6.0 - Enhanced Search & UI Improvements (April 2026) ### v0.6.0 - Clarity: Enhanced Search & UI (Target: July 31, 2026)
**Target Date:** April 1, 2026 **Target Date:** July 31, 2026
**Status:** 📋 Planned **Status:** 📋 Planned
**Theme:** User Experience, Search, Performance **Theme:** Search, Discovery, Modern UX
**Epic:** #863
#### Goals #### Goals
- Implement full-text search across documents - Hybrid discovery: keyword + semantic search, fast filtering, saved searches
- Responsive mobile interface - Preview-first UX (open, skim, and act quickly)
- Dark mode support - Modern UX polish (accessibility, responsiveness, performance)
- Document preview in browser
- Performance optimizations
- Improved error handling and user feedback
#### Deliverables #### Deliverables
- Full-text search API and UI - Semantic search foundation (vectorization + ranking signals)
- Advanced filtering capabilities - Saved searches / smart views
- Responsive CSS framework integration - In-browser preview + “quick actions” (tag, route, export)
- Dark mode toggle - Bulk operations and pagination improvements
- In-browser document viewer - UX polish (dark mode/accessibility where applicable)
- Loading states and progress indicators
- Performance benchmarks
- Mobile-optimized interface
#### Breaking Changes #### Breaking Changes
- API response format changes for search endpoints (documented) - Potential pagination/search response changes (must be versioned and documented)
#### Migration Path #### Migration Path
- Search endpoint changes will be versioned (/api/v1/search → /api/v2/search) - Version endpoints where needed and keep previous versions working for at least 2 minor milestones
- Old endpoints deprecated but functional for 2 releases
--- ---
### v0.4.5 - Workflow Automation (June 2026) ### v0.7.0 - Conductor: Workflow Automation & Integrations (Target: September 30, 2026)
**Target Date:** June 1, 2026 **Target Date:** September 30, 2026
**Status:** 📋 Planned **Status:** 📋 Planned
**Theme:** Automation, Integration, Webhooks **Theme:** Automation, Integration, Webhooks
**Epic:** #864
#### Goals #### Goals
- Custom processing pipelines - First-class workflow model (steps, state, retries) that matches what the system actually executes
- Conditional routing based on document type - Workflow-aware UI status, retries, and observability
- Webhook support for external integrations - Webhooks + event-driven automation foundations
- Rule-based classification
- Scheduled batch processing
#### Deliverables #### Deliverables
- Pipeline configuration UI - Workflow object model and storage
- Webhook management interface - Workflow-aware file detail view + status dashboard
- Rule engine for document routing - Scheduling primitives (recurring jobs / delayed runs)
- Batch processing scheduler - Webhook system (outbound events + inbound triggers)
- Integration examples and templates - Integration templates and documentation
- Webhook payload documentation
--- ---
### v0.7.0 - Advanced AI & Multi-language (August 2026) ### v0.8.0 - Signal: AI Quality, RAG, and Multi-language (Target: November 30, 2026)
**Target Date:** August 1, 2026 **Target Date:** November 30, 2026
**Status:** 📋 Planned **Status:** 📋 Planned
**Theme:** AI Enhancement, Internationalization **Theme:** AI Quality, Retrieval, Internationalization
**Epic:** #865
#### Goals #### Goals
- Custom AI model support - “Chat with Library” foundations (retrieval + UI)
- Multi-language OCR - Local AI options for privacy-sensitive setups
- Document similarity detection - Measurable AI quality (confidence + human review loop)
- Duplicate detection - Expand multilingual capability across OCR + UI
- UI internationalization (i18n)
- API localization
#### Deliverables #### Deliverables
- Custom model integration API - Vector DB integration and embeddings pipeline
- Multi-language OCR configuration - Chat UI foundations and retrieval API
- Similarity algorithm implementation - Confidence scoring + human review/edit loop for extracted fields
- Duplicate detection service - Multi-language OCR configuration improvements
- Translation framework (10+ languages) - Expanded i18n coverage + localized docs
- Localized documentation
--- ---
### v1.0.0 - Enterprise Edition (November 2026) ### v1.0.0 - Summit: Enterprise Edition (Target: March 31, 2027)
**Target Date:** November 1, 2026 **Target Date:** March 31, 2027
**Status:** 📋 Planned **Status:** 📋 Planned
**Theme:** Enterprise Features, Scalability, Multi-tenancy **Theme:** Enterprise Features, Scalability, Multi-tenancy
**Epic:** #866
This is our first major release, marking production-ready enterprise capabilities. This is our first major release, marking production-ready enterprise capabilities.
@@ -244,6 +233,60 @@ This is our first major release, marking production-ready enterprise capabilitie
--- ---
### v2.0.0 - Horizon: Platform Expansion (Target: September 30, 2027)
**Target Date:** September 30, 2027
**Status:** 📋 Planned
**Theme:** Ecosystem, Platform, Distribution
**Epic:** #867
#### Goals
- Make DocuElevate extensible by design (plugins + templates)
- Expand integrations and developer experience
- Harden multi-surface experiences (web, mobile, extension, CLI) as a cohesive product
#### Deliverables
- Plugin system foundations and public extension points
- Template library for pipelines/workflows + “starter kits”
- Integration hub patterns (webhooks, events, connectors)
- SDK + documentation for extensions
---
### v2.1.0 - Sentinel: Governance & Policy (Target: March 31, 2028)
**Target Date:** March 31, 2028
**Status:** 📋 Planned
**Theme:** Governance, Compliance, Policy-driven Automation
**Epic:** #868
#### Goals
- Make governance first-class (retention, legal hold, PII workflows)
- Provide tamper-evident auditing and admin controls
- Introduce policy-driven approvals for sensitive automation
#### Deliverables
- Retention policies + legal hold primitives
- PII detection + redaction workflows
- Tamper-evident audit trails + admin activity feed
- Policy-as-code concepts for workflows (with approval gates)
---
### v3.0.0 - Constellation: Integration Hub & Agent Platform (Target: September 30, 2028)
**Target Date:** September 30, 2028
**Status:** 📋 Planned
**Theme:** Ecosystem, Agents, Interoperability
**Epic:** #869
#### Goals
- Make DocuElevate the “system of record” for document intelligence in an organization
- Support external automation ecosystems (Zapier/Make/n8n) and agent runtimes
- Provide a clean interoperability layer for modern AI tools
#### Deliverables
- DocuElevate MCP server (search, retrieve, summarize, route) and documentation
- Connector marketplace concepts (curated + community)
- Event stream + webhooks at scale (delivery guarantees, retries, signing)
## Release Process ## Release Process
### Automated Semantic Versioning (v0.6.0+) ### Automated Semantic Versioning (v0.6.0+)
@@ -255,15 +298,15 @@ Starting with v0.6.0, releases are fully automated using `python-semantic-releas
4. **Automatic Updates**: 4. **Automatic Updates**:
- Updates `VERSION` file - Updates `VERSION` file
- Generates/updates `CHANGELOG.md` - Generates/updates `CHANGELOG.md`
- Creates Git tag (e.g., `v0.6.0`) - Creates Git tag (e.g., `v0.173.1`)
- Creates GitHub Release with notes - Creates GitHub Release with notes
- Triggers Docker image builds - Triggers Docker image builds
5. **No Manual Steps**: VERSION and CHANGELOG are never edited manually 5. **No Manual Steps**: VERSION and CHANGELOG are never edited manually
### Version Bump Rules ### Version Bump Rules
- `feat:` commits → Minor version (0.5.0 → 0.6.0) - `feat:` commits → Minor version (e.g., 0.173.1 → 0.174.0)
- `fix:`, `perf:` → Patch version (0.5.0 → 0.5.1) - `fix:`, `perf:` → Patch version (e.g., 0.173.1 → 0.173.2)
- `feat!:`, `BREAKING CHANGE:` → Major version (0.5.0 → 1.0.0) - `feat!:`, `BREAKING CHANGE:` → Major version (e.g., 0.173.1 → 1.0.0)
- Other types (docs, chore, etc.) → No version bump - Other types (docs, chore, etc.) → No version bump
### Pre-release Checklist (Automated) ### Pre-release Checklist (Automated)
@@ -297,10 +340,13 @@ Starting with v0.6.0, releases are fully automated using `python-semantic-releas
| v0.3.2 | 2026-02-06 | Security Updates | Released | | v0.3.2 | 2026-02-06 | Security Updates | Released |
| v0.3.3 | 2026-02-08 | Drag-and-Drop Upload | Released | | v0.3.3 | 2026-02-08 | Drag-and-Drop Upload | Released |
| v0.5.0 | 2026-02-08 | **Settings & Encryption** | **Released** | | v0.5.0 | 2026-02-08 | **Settings & Encryption** | **Released** |
| v0.6.0 | 2026-04 | Search & UX | Planned | | v0.6.0 | 2026-07-31 | **Clarity:** Search & UX | Planned |
| v0.7.0 | 2026-08 | Advanced AI | Planned | | v0.7.0 | 2026-09-30 | **Conductor:** Workflows & Integrations | Planned |
| v1.0.0 | 2026-11 | Enterprise | Planned | | v0.8.0 | 2026-11-30 | **Signal:** AI Quality, RAG, Multi-language | Planned |
| v2.0.0 | 2027-Q3 | Platform Expansion | Future | | v1.0.0 | 2027-03-31 | **Summit:** Enterprise | Planned |
| v2.0.0 | 2027-09-30 | **Horizon:** Platform Expansion | Future |
| v2.1.0 | 2028-03-31 | **Sentinel:** Governance & Policy | Future |
| v3.0.0 | 2028-09-30 | **Constellation:** Integration Hub & Agents | Future |
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# DocuElevate Roadmap # DocuElevate Roadmap
**Last Updated:** 2026-02-08 **Last Updated:** 2026-05-23
**Version:** 1.0 **Version:** 2.0
## Vision ## Vision
DocuElevate aims to be the premier open-source intelligent document processing platform, providing seamless integration with cloud storage providers, advanced AI-powered metadata extraction, and enterprise-grade security and scalability. DocuElevate aims to be the premier open-source intelligent document processing platform, providing seamless integration with cloud storage providers, advanced AI-powered metadata extraction, and enterprise-grade security and scalability.
## How to Read This Roadmap
DocuElevate ships frequently (automated semantic versioning), so this roadmap is organized around **milestone outcomes** and **themes**, not exact build numbers.
- **P0** = required for the milestone to feel “done”
- **P1** = strongly desired; may slip if needed
- **P2** = nice-to-have / opportunistic
For the detailed milestone breakdown and target dates, see [MILESTONES.md](MILESTONES.md).
## Release Naming ## Release Naming
Each major milestone release carries a codename to anchor key project moments. These names appear in the status dashboard, build metadata, and changelog. For details, see [docs/ReleaseNaming.md](docs/ReleaseNaming.md). Each major milestone release carries a codename to anchor key project moments. These names appear in the status dashboard, build metadata, and changelog. For details, see [docs/ReleaseNaming.md](docs/ReleaseNaming.md).
| Version Range | Codename | Theme | | Milestone | Codename | Theme |
|---------------|---------------|--------------------------------------------------| |----------|------------------|-------|
| 0.5.x | **Foundation** | Core platform, multi-provider storage, AI, UI | | v0.6.0 | **Clarity** | Search, discovery, and modern UX |
| 0.6.x | **Clarity** | Enhanced search, filtering, UI/UX improvements | | v0.7.0 | **Conductor** | Workflows, orchestration, and integrations |
| 0.7.x | **Conductor** | Workflow automation, pipelines, rule-based logic | | v0.8.0 | **Signal** | AI quality, multilingual, and “Chat with Library” foundations |
| 1.0.x | **Summit** | Enterprise features, multi-tenancy, RBAC | | v1.0.0 | **Summit** | Enterprise readiness (multi-tenancy, RBAC, scaling) |
| 1.1.x | **Bridge** | Collaboration, sharing, analytics | | v2.0.0 | **Horizon** | Platform expansion and ecosystem maturity |
| 2.0.x | **Horizon** | On-premise AI, platform expansion | | v2.1.0+ | **Sentinel** | Governance, compliance, and policy-driven automation |
| v3.0.0 | **Constellation**| Integration hub, agents, and interoperability |
## Current Status (v0.5.0 "Foundation") ## Current Product Capabilities (Today)
### Core Features ✅ ### Core Features ✅
- Multi-provider document storage (Dropbox, Google Drive, OneDrive, Nextcloud, S3, etc.) - Multi-channel ingestion (web upload, IMAP email, watched folders, mobile, CLI, API)
- IMAP email integration for document ingestion - Multi-engine OCR + AI extraction with configurable providers
- OCR processing via Azure Document Intelligence - Customizable processing pipelines and routing rules
- AI-powered metadata extraction via OpenAI - Full-text search and document discovery
- PDF conversion via Gotenberg - Multi-destination distribution (cloud providers, DMS, protocols, email)
- Web UI for document upload and management - Admin UI for configuration (database-backed settings, encryption, setup wizard)
- **Database-backed settings management with admin UI** - Production hardening building blocks (CI/CD, security docs, deployment guides)
- **Fernet encryption for sensitive configuration**
- **Setup wizard for first-time installation**
- REST API with OpenAPI documentation
- Celery-based async task processing
- OAuth2 authentication via Authentik with admin group support
## Short-term Goals (Q1-Q2 2026) - v0.4.x to v0.5.x "Foundation" ## Feature Landscape (Themes)
### Quality & Stability 🎯 ### 1) Search & Discovery
- **Test Coverage** (High Priority) - **P0:** hybrid search (keyword + semantic), fast faceted filtering, saved searches
- [ ] Achieve 80% code coverage for core modules - **P1:** “explain results” (why a document matched), query suggestions, pinned results
- [ ] Add integration tests for all storage providers - **P2:** entity search (people/companies/amounts/dates) and graph-style exploration
- [ ] Add end-to-end workflow tests
- [ ] Performance benchmarks and load testing
- **Code Quality** (High Priority) ### 2) AI Quality & Trust
- [ ] Enable strict linting in CI/CD - **P0:** confidence scoring, human review/edit loop, extraction evaluation harness
- [ ] Refactor large modules for better maintainability - **P1:** per-document-type schemas/templates, active learning (feedback improves extraction)
- [ ] Add comprehensive type hints - **P2:** multi-model routing (choose model by cost/latency/accuracy per step)
- [ ] Improve error handling and user feedback
- **Security** (Critical Priority) ### 3) Workflow Automation & Orchestration
- [x] Fix known vulnerabilities in dependencies - **P0:** first-class workflow model (steps, state, retries), workflow-aware UI status
- [ ] Implement rate limiting on API endpoints - **P1:** visual workflow builder, scheduling, webhooks, and event-driven triggers
- [ ] Add CSRF protection - **P2:** agentic workflows (“autopilot” suggestions with approval gates)
- [ ] Security audit by external party
- [ ] Implement API key rotation
- [ ] Add audit logging for sensitive operations
- **Release Automation** (Completed ✅) ### 4) Integrations & Ecosystem (Including MCP)
- [x] Implement semantic-release for automated versioning - **P0:** stable webhooks + outbound actions (Slack/Teams, email, DMS), bi-directional sync where supported
- [x] Add conventional commit validation - **P1:** “Integration Hub” (Zapier/Make/n8n style), connector templates, secrets handling patterns
- [x] Automate CHANGELOG generation - **P2:** **MCP**: ship a DocuElevate MCP server (search, retrieve, summarize, route) + allow MCP tools as pipeline steps
- [x] Integrate Docker builds with releases
### Features - v0.4.0 ### 5) Governance, Compliance, and Security
- **Enhanced Search & Filtering** → _preparing for v0.6.0 "Clarity"_ - **P0:** audit trails, tamper-evident logs, API key lifecycle/rotation, admin activity feed
- [ ] Full-text search across documents - **P1:** retention policies, legal hold, PII detection + redaction, data residency controls
- [ ] Advanced filtering by metadata, tags, date ranges - **P2:** compliance packs (SOC2/GDPR/HIPAA), BYOK/KMS integration paths
- [ ] Saved search queries
- [ ] Bulk operations on search results
- **Improved UI/UX** ### 6) Enterprise & Scale
- [ ] Responsive mobile interface - **P0:** multi-tenancy, RBAC, horizontal scaling reference architecture
- [ ] Dark mode support - **P1:** SCIM provisioning, SAML/Okta/Azure AD hardening, quotas/billing at org level
- [ ] Document preview in browser - **P2:** multi-region deployment patterns and disaster recovery playbooks
- [ ] Drag-and-drop file upload
- [ ] Progress indicators for long-running tasks
- [ ] Real-time notifications via WebSocket
### Features - v0.5.0 "Foundation" ## Release Plan (Extended)
- **Workflow Automation** → _evolving into v0.7.0 "Conductor"_
- [ ] Custom processing pipelines
- [ ] Conditional routing based on document type
- [ ] Scheduled batch processing
- [ ] Webhook support for external integrations
- [ ] Rule-based document classification
- **Advanced AI Features** This plan extends the existing milestones with a clearer thematic arc and a forward-looking “beyond v2.0” horizon. Each milestone links to an epic issue that owns scope and sub-issues.
- [ ] Custom AI models for specialized document types
- [ ] Multi-language OCR support
- [ ] Document similarity detection
- [ ] Automatic duplicate detection
- [ ] Intelligent document splitting
## Medium-term Goals (Q3-Q4 2026) - v1.0.x "Summit" ### v0.6.0 — Clarity (Search & UX)
- **Outcome:** users can reliably find, preview, and act on documents in seconds
- **P0:** semantic search + hybrid ranking, saved searches, fast filters, preview-first UX
- **P1:** bulk operations, query suggestions, accessibility/dark mode polish
- **Tracking:** GitHub milestone `v0.6.0 - Enhanced Search & UI` (epic #863)
### Enterprise Features - v1.0.0 "Summit" ### v0.7.0 — Conductor (Workflows & Integrations)
- **Multi-tenancy** - **Outcome:** workflows are explicit, inspectable, and automatable end-to-end
- [ ] Organization/team management - **P0:** workflow object model + workflow-aware UI status, retries, pipeline definitions
- [ ] Role-based access control (RBAC) - **P1:** workflow builder, scheduling, inbound/outbound webhooks
- [ ] Per-tenant configuration - **P2:** integration templates + “connector marketplace” concepts
- [ ] Resource quotas and limits - **Tracking:** GitHub milestone `v0.7.0 - Workflow Automation` (epic #864)
- [ ] Audit logs per organization
- **Scalability** ### v0.8.0 — Signal (AI Quality + “Chat with Library” Foundations)
- [ ] Horizontal scaling support - **Outcome:** AI features are measurable, reviewable, and safe to trust
- [ ] Distributed task processing - **P0:** vector DB + embeddings pipeline, chat UI foundations, local AI options
- [ ] Caching layer (Redis/Memcached) - **P1:** confidence scoring and review loop, extraction evaluation harness
- [ ] Database connection pooling - **P2:** multilingual UX + localization expansion
- [ ] Message queue optimization - **Tracking:** GitHub milestone `v0.8.0 - Advanced AI & Multi-language` (epic #865)
- **Advanced Integrations** ### v1.0.0 — Summit (Enterprise Readiness)
- [ ] Microsoft SharePoint integration - **Outcome:** teams can run DocuElevate with strong isolation, access control, and scale
- [ ] Slack/Teams bot integration - **P0:** multi-tenancy, RBAC, audit logging, scaling guidance
- [ ] Zapier/Make.com integration - **P1:** SSO hardening (SAML/LDAP), org-level quotas and billing hooks
- [ ] Custom webhook receivers - **P2:** enterprise admin experience (policies, approvals, reporting)
- [ ] GraphQL API - **Tracking:** GitHub milestone `v1.0.0 - Enterprise Edition` (epic #866)
### Features - v1.1.0 "Bridge" ### v2.0.0 — Horizon (Platform Expansion)
- **Collaboration** - **Outcome:** DocuElevate becomes an extensible platform with a thriving ecosystem
- [ ] Document sharing with expiring links - **P0:** plugin system foundations, SDK + templates, deeper integrations
- [ ] Comments and annotations - **P1:** marketplace patterns, app distribution, mobile/extension maturity
- [ ] Version history and rollback - **P2:** multi-workspace experiences (personal + org)
- [ ] Real-time collaborative editing metadata - **Tracking:** GitHub milestone `v2.0.0 - Platform Expansion` (epic #867)
- [ ] Activity feed
- **Reporting & Analytics** ### v2.1.0+ — Sentinel (Governance & Policy)
- [ ] Processing statistics dashboard - **Outcome:** governance becomes a first-class layer (policy-driven automation)
- [ ] Storage usage analytics - **P0:** retention + legal hold, PII detection/redaction, tamper-evident audit trails
- [ ] AI confidence scores and accuracy tracking - **P1:** BYOK/KMS integration patterns, advanced access policies, compliance reporting
- [ ] Cost analysis per provider - **P2:** “policy as code” for workflows + approvals (change management)
- [ ] Export reports (PDF, CSV, Excel) - **Tracking:** GitHub milestone `v2.1.0 - Governance & Policy (Sentinel)` (epic #868)
## Long-term Goals (2027+) - v2.0+ "Horizon" ### v3.0.0 — Constellation (Integration Hub & Agent Platform)
- **Outcome:** DocuElevate plugs into modern automation and AI ecosystems as a first-class system of record
- **P0:** MCP server, durable event stream + production-grade webhooks
- **P1:** connector templates + curated catalog, agent-friendly permissioning and auditing
- **P2:** bring-your-own-agent patterns (sandboxing, scoped credentials)
- **Tracking:** GitHub milestone `v3.0.0 - Integration Hub & Agent Platform (Constellation)` (epic #869)
### Strategic Initiatives ## Research Bets (Optional / Experimental)
- **On-Premise AI Models**
- [ ] Self-hosted OCR (Tesseract, EasyOCR)
- [ ] Local LLM integration (Ollama, LLaMA)
- [ ] GPU acceleration support
- [ ] Model fine-tuning interface
- [ ] Hybrid cloud/on-premise processing
- **Advanced Document Management** These are longer-horizon bets that should only be productized if they prove real user value.
- [ ] Document lifecycle management
- [ ] Retention policies and auto-deletion
- [ ] Compliance templates (GDPR, HIPAA, SOC2)
- [ ] Digital signature support
- [ ] Encryption at rest and in transit
- **Platform Expansion** - Knowledge graph over extracted entities (contracts ↔ vendors ↔ invoices)
- [ ] Desktop applications (Electron) - Auto-generated “case files” (collections) from intent (“tax 2025”, “project alpha”)
- [ ] Mobile apps (iOS/Android) - Privacy-preserving learning (federated patterns) to improve extraction quality
- [ ] Browser extensions - Document provenance (signing, attestations) and tamper detection
- [ ] Command-line interface (CLI)
- [ ] VS Code extension for developers
### Research & Innovation
- [ ] Machine learning for custom document types
- [ ] Blockchain for document provenance
- [ ] Federated learning for privacy-preserving AI
- [ ] Edge computing support
- [ ] Quantum-resistant encryption
## Community & Ecosystem ## Community & Ecosystem