MassGen Roadmap

MassGen Roadmap#

Full Roadmap#

MassGen Roadmap#

Current Version: v0.1.9

Release Schedule: Mondays, Wednesdays, Fridays @ 9am PT

Last Updated: November 8, 2025

This roadmap outlines MassGen’s development priorities for upcoming releases. Each release focuses on specific capabilities with real-world use cases.

👥 Contributors & Contact#

Want to contribute or collaborate on a specific track? Reach out to the track owners below:

Track

GitHub

Discord

Tool System Refactoring

@qidanrui

danrui2020

Multimodal Support

@qidanrui

danrui2020

General Interoperability

@qidanrui

danrui2020

Agent Adapter System

@Eric-Shang

ericshang.

Framework Streaming

@Eric-Shang

ericshang.

Irreversible Actions Safety

@franklinnwren

zhichengren

Computer Use

@franklinnwren

zhichengren

Memory Module

@qidanrui @ncrispino

danrui2020, nickcrispino

Rate Limiting System

@AbhimanyuAryan

abhimanyuaryan

DSPy Integration

@praneeth999

ram2561

MassGen Handbook

@a5507203 @Henry-811

crinvo, henry_weiqi

Session Management

@ncrispino

nickcrispino

Parallel File Operations

@ncrispino

nickcrispino

Web UI

@voidcenter

justin_zhang

For general questions, join the #massgen channel on Discord

Release

Target

Feature

Owner

Use Case

v0.1.10

11/10/25

Stream LangGraph & SmoLAgent Steps

@Eric-Shang

Real-time intermediate step streaming for external framework tools

MassGen Handbook

@a5507203

Centralized policies and resources for development and research teams

v0.1.11

11/12/25

Gemini Rate Limiting System

@AbhimanyuAryan

Prevent API spam and manage costs within rate limits

v0.1.12

11/14/25

Parallel File Operations

@ncrispino

Increase parallelism and standard efficiency evaluation

All releases ship on MWF @ 9am PT when ready

📋 v0.1.10 - Framework Streaming & Documentation#

Features#

1. Stream LangGraph & SmoLAgent Intermediate Steps (@Eric-Shang)

  • PR: #462

  • Real-time streaming of intermediate steps for LangGraph framework integration

  • Real-time streaming of intermediate steps for SmoLAgent framework integration

  • Enhanced user visibility into multi-step agent reasoning processes

  • Improved debugging and monitoring for external framework tools

  • Consistent streaming experience across all framework integrations

  • Use Case: Real-time visibility into LangGraph and SmoLAgent reasoning steps, enabling better debugging and monitoring of complex multi-agent workflows

2. MassGen Handbook (@a5507203)

  • Issue: #387

  • Centralized policies and resources for development and research teams

  • Comprehensive user documentation and handbook for MassGen

  • Detailed guides covering installation, configuration, and usage patterns

  • Best practices and troubleshooting documentation

  • Integration examples and case studies

  • Use Case: Provide centralized policies and resources for development and research teams

Success Criteria#

  • ✅ LangGraph intermediate steps stream in real-time

  • ✅ SmoLAgent intermediate steps stream in real-time

  • ✅ Streaming performance maintains acceptable latency

  • ✅ Error handling works correctly during streaming

  • ✅ MassGen Handbook provides comprehensive user documentation

  • ✅ Documentation updated with streaming examples

📋 v0.1.11 - Rate Limiting System#

Features#

1. Gemini Rate Limiting System (@AbhimanyuAryan)

  • PR: #383 (Draft)

  • Multi-dimensional rate limiting for Gemini models (RPM, TPM, RPD)

  • Model-specific limits: Flash (9 RPM), Pro (2 RPM)

  • Sliding window tracking for precise rate management

  • External YAML configuration for centralized limit control

  • Optional --rate-limit CLI flag to enable/disable

  • Mandatory cooldown after agent startup to prevent API bursts

  • Use Case: Prevent API spam and manage costs while ensuring smooth operation within Gemini’s rate limits

Success Criteria#

  • ✅ Rate limiting prevents API quota violations and manages costs

  • ✅ Features are configurable and well-documented

  • ✅ Rate limiting works across all Gemini model types

  • ✅ Sliding window tracking is accurate and efficient

📋 v0.1.12 - Performance Optimization#

Features#

1. Parallel File Operations & Performance (@ncrispino)

  • Issue: #441

  • Increase parallelism of file read operations for improved performance

  • Standard methodology for efficiency evaluation and benchmarking

  • Optimized file I/O for multi-agent scenarios

  • Performance metrics and monitoring framework

  • Comprehensive efficiency evaluation with standard metrics

  • Use Case: Increase parallelism and efficiency with standard evaluation metrics, reducing file operation latency in multi-agent workflows

Success Criteria#

  • ✅ Parallel file reads demonstrate measurable performance improvement

  • ✅ Efficiency evaluation framework established with clear metrics

  • ✅ Standard evaluation methodology implemented and documented

  • ✅ Benchmarking shows improvements in real-world scenarios

  • ✅ Feature maintains data consistency and safety

🔨 Ongoing Work & Continuous Releases#

These features are being actively developed on separate parallel tracks and will ship incrementally on the MWF release schedule:

Track: Agent Adapter System (@Eric-Shang, ericshang.)#

  • PR: #283

  • Unified agent interface for easier backend integration

  • Shipping: Continuous improvements

Track: Irreversible Actions Safety (@franklinnwren, zhichengren)#

  • Human-in-the-loop approval system for dangerous operations

  • LLM-based tool risk detection

  • Target: v0.1.3 and beyond

Track: Multimodal Support (@qidanrui, danrui2020)#

  • PR: #252

  • Image, audio, video processing across backends

  • Shipping: Incremental improvements each release

Track: Memory Module (@qidanrui, @ncrispino, danrui2020, nickcrispino)#

  • Issues: #347, #348

  • Short and long-term memory implementation with persistence

  • Status: ✅ Completed in v0.1.5

Track: Agent Task Planning (@ncrispino, nickcrispino)#

  • Agent task planning with dependency tracking

  • Status: ✅ Completed in v0.1.7

Track: Automation & Meta-Coordination (@ncrispino, nickcrispino)#

  • LLM agent automation with status tracking and silent execution

  • MassGen running MassGen for self-improvement workflows

  • Status: ✅ Completed in v0.1.8

  • Case Study: Meta-level self-analysis demonstrating automation mode (meta-self-analysis-automation-mode.md)

Track: DSPy Integration (@praneeth999, ram2561)#

  • Question paraphrasing for multi-agent diversity

  • Semantic validation and caching system

  • Status: ✅ Completed in v0.1.8

Track: Framework Streaming (@Eric-Shang, ericshang.)#

  • PR: #462

  • Real-time streaming for LangGraph and SmoLAgent intermediate steps

  • Enhanced debugging and monitoring for external framework tools

  • Target: v0.1.10

Track: Rate Limiting System (@AbhimanyuAryan, abhimanyuaryan)#

  • PR: #383 (Draft)

  • Multi-dimensional rate limiting for Gemini models

  • Model-specific limits with sliding window tracking

  • Target: v0.1.11

Track: MassGen Handbook (@a5507203, @Henry-811, crinvo, henry_weiqi)#

  • Issue: #387

  • Comprehensive user documentation and handbook

  • Centralized policies and resources for development and research teams

  • Target: v0.1.10

Track: Computer Use (@franklinnwren, zhichengren)#

  • PR: #402

  • Browser and desktop automation with OpenAI, Claude, and Gemini integration

  • Visual perception through screenshot processing and action execution

  • Status: ✅ Completed in v0.1.9

Track: Session Management (@ncrispino, nickcrispino)#

  • PR: #466

  • Complete session state tracking and restoration

  • Resume previous MassGen conversations with full context

  • Status: ✅ Completed in v0.1.9

Track: Parallel File Operations (@ncrispino, nickcrispino)#

  • Issue: #441

  • Increase parallelism of file read operations

  • Standard efficiency evaluation and benchmarking methodology

  • Target: v0.1.12

Track: Coding Agent Enhancements (@ncrispino, nickcrispino)#

  • PR: #251

  • Enhanced file operations and workspace management

  • Shipping: Continuous improvement

Track: Web UI (@voidcenter, justin_zhang)#

  • PR: #257

  • Visual multi-agent coordination interface

  • Target: TBD

🎯 Long-Term Vision (v0.2.0+)#

Advanced Orchestration Patterns

  • Task/subtask decomposition and parallel coordination

  • Assignment of agents to specific tasks and increasing of diversity

  • Improvement in voting as tasks continue

Visual Workflow Designer

  • No-code multi-agent workflow creation

  • Drag-and-drop agent configuration

  • Real-time testing and debugging

Enterprise Features

  • Role-based access control (RBAC)

  • Audit logs and compliance reporting

  • Multi-user collaboration

  • Advanced analytics and cost tracking

Additional Framework Integrations

  • LangChain agent support

  • CrewAI compatibility

  • Custom framework adapters

Complete Multimodal Pipeline

  • End-to-end audio processing (speech-to-text, text-to-speech)

  • Video understanding and generation

  • Advanced document processing (PDF, Word, Excel)

🔗 GitHub Integration#

Track development progress:

🤝 Contributing#

Interested in contributing? You have two options:

Option 1: Join an Existing Track

  1. See Contributors & Contact table above for active tracks

  2. Contact the track owner via Discord to discuss your ideas

  3. Follow CONTRIBUTING.md for development process

Option 2: Create Your Own Track

  1. Have a significant feature idea? Propose a new track!

  2. Reach out via the #massgen channel on Discord

  3. Work with the MassGen dev team to integrate your track into the roadmap

  4. Become a track owner and guide other contributors

See CONTRIBUTING.md for development setup, code standards, testing, and documentation requirements.

See Also#

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