Mahalaxmi Roadmap
The Mahalaxmi roadmap tracks planned features, provider targets, and platform milestones. Completed phases are shipped in the open source CLI. Planned phases represent the team's current direction and are subject to change based on community feedback.
Have a feature request? Open an issue on GitHub or reach out at support@mahalaxmi.ai.
PHASE 1
Foundation
Completed- Manager-Worker consensus engine
- DAG task graph with parallel execution
- Git worktree isolation per Worker
- PTY control layer for Claude Code
- Branch-and-PR git strategy
PHASE 2
Provider Expansion
Completed- GitHub Copilot PTY adapter
- Grok (xAI) PTY adapter
- Ollama local provider support
- Google Gemini CLI adapter
- ProviderRouter with fallback chain
PHASE 3
Cloud Infrastructure
In Progress- Managed cloud server provisioning
- VS Code Extension with deep-link launch
- httpOnly cookie auth with server-side PAK handling
- Stripe billing integration
- User dashboard with server lifecycle management
PHASE 4
Container Provider Targets
Planned- AWS ECS provider — run Mahalaxmi Workers as Fargate tasks
- GCP Cloud Run provider — serverless Worker execution on Google Cloud
- Docker Compose provider for local multi-container setups
- Kubernetes operator for self-hosted cluster deployments
PHASE 5
Metering and Observability
Planned- Cycle metering system — track compute cycles per Worker and session
- Per-project usage analytics dashboard
- Cost attribution by provider and task type
- Structured log aggregation and exporters
- OpenTelemetry trace integration
PHASE 28
Advanced Features
Planned- Cross-repository orchestration — Workers spanning multiple git remotes
- Adaptive consensus — dynamic strategy selection based on task confidence scores
- Provider performance profiling with automatic routing optimization
- Human-in-the-loop escalation for low-confidence task outcomes
- Multi-tenant workspace isolation for enterprise deployments
Upcoming Highlights
- AWS ECS provider — Fargate-based Worker execution in your own AWS account.
- GCP Cloud Run provider — serverless Worker dispatch on Google Cloud.
- Cycle metering system — granular compute tracking per session and project.