Product Roadmap
What's Built
Shipped and running in the current release
Comprehensive Data Model
17 models and 18 enums on Prisma + PostgreSQL, covering organizations, projects, tactics, tasks, metrics, agents, and documents.
Eight Service Layers
Organization, Project, Tactic, Task, Metric, MetricsConfig, Agent, and Document services with 29 REST API routes.
Garden Visualization UI
Living SVG organisms that represent projects — branches, leaves, and health bars that shift and grow as campaigns progress.
Agentic Task System
Five specialized agents (Social Media, Community, Store Presence, Content Marketing, General) with a full plan → approve → execute lifecycle powered by the Anthropic API.
Project Knowledge Base
Brand voices, product briefs, audience profiles, and content guidelines injected directly into agent context so their work stays aligned.
MCP Server Integration
Model Context Protocol server for Claude Desktop and Claude Code — manage your garden conversationally without switching tabs.
Credential Vault
AES-256-GCM encrypted storage for API keys and platform credentials, keeping agent integrations secure.
MVP Frontend
Project detail views, tactic and task management, agent assignment, and real-time execution monitoring.
Near-Term
Actively in development or next in the queue
Platform Connectorscurrent focus
Production-grade API clients for Twitter, Steam, Discord, Google Analytics, Instagram, and App Store with OAuth flows and rate limiting.
Tactic Recommendations
AI analyzes your project’s documents, existing tactics, and performance to recommend new tactics that fill gaps in your marketing mix.
Task Recommendations
Context-aware task suggestions when you create a tactic — pre-tailored to your brand, audience, and platform.
Scheduled Task Execution
Automated metric pulls, recurring agent reviews, and cron-triggered health recalculations so teams focus on strategy.
Tactic Templates
Pre-built playbooks like “Game Launch” or “Instagram Growth” with suggested tactics and task templates to reduce cold-start friction.
Execution Visualization
Real-time step progress, streaming output, timeline views, and clearer visual distinction between read-only and side-effect steps.
Medium-Term
Planned once near-term foundations are solid
Multi-Org Dashboard
Org-scoped views, org switcher, member management, and shared credential administration.
Notifications & Alerts
Agent completions, metric threshold crossings, and health drops surfaced in-app and via Slack, Discord, or email.
Cost & Usage Tracking
Per-project, per-agent, per-org dashboards for token spend and execution duration — budget visibility for multi-tenant environments.
Long-Term Vision
Where the garden grows next
Agent Marketplace
A community marketplace for specialized agents — indie game marketing, SaaS email sequences, e-commerce retention.
Cross-Project Intelligence
Pattern recognition across projects: “This tactic worked for Project A — consider it for Project B.”
External Integrations Ecosystem
Notion sync, Google Docs, Zapier webhooks, Slack bots — marymary as the natural hub for marketing operations.
Self-Improving Agents
Agents that adapt their approach over time using execution history and outcome data, growing stronger with every run.