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Hybrid hook system for Codex backend combining native and MCP capabilities. Checkpoint workflows now auto-launch the WebUI for visual monitoring. Standalone checkpoint MCP server documentation and safety policy integration.
Major improvements to standalone checkpoint MCP server. Fix for duplicate tool calls in ChatCompletions (including for MiniMax on OpenRouter) and Response API backends. Pre-collab evaluation criteria refinements.
New eval criteria evolver subagent that evolves criteria across rounds. Initial draft of checkpoint objective mode for safety planning of irreversible actions. Improved visibility of evaluation criteria.
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## [0.1.76] - 2026-04-13
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### Added
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-**Exa AI Search Tool** ([#1057](https://github.com/massgen/MassGen/pull/1057)): New Exa AI-powered search tool added to MCP server registry with example config
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-**Circuit Breaker Observability (Phase 3)** ([#1056](https://github.com/massgen/MassGen/pull/1056)): Observability module with probe ownership, lock release mechanisms, and per-attempt latency regression tracking
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-**Checkpoint Agent Instructions** ([#1058](https://github.com/massgen/MassGen/pull/1058)): Copyable custom instructions for agent memory files with checkpoint MCP information
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### Fixed
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-**Docker Dependencies** ([#1058](https://github.com/massgen/MassGen/pull/1058)): Fixed Dockerfile installs for reliable container builds
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-**Circuit Breaker Strengthening** ([#1056](https://github.com/massgen/MassGen/pull/1056)): Strengthened observability across all backends
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### Documentation, Configurations and Resources
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-**Updated MCP Server Registry**: Updated `docs/source/reference/mcp_server_registry.rst` with Exa search tool
Copy file name to clipboardExpand all lines: CONTRIBUTING.md
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@@ -359,7 +359,7 @@ Create a `.env` file in the `massgen` directory as described in [README](README.
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## 🔧 Development Workflow
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> **Important**: Our next version is v0.1.76. If you want to contribute, please contribute to the `dev/v0.1.76` branch (or `main` if dev/v0.1.76 doesn't exist yet).
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> **Important**: Our next version is v0.1.77. If you want to contribute, please contribute to the `dev/v0.1.77` branch (or `main` if dev/v0.1.77 doesn't exist yet).
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### 1. Create Feature Branch
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git fetch upstream
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# Create feature branch from dev/v0.1.60 (or main if dev branch doesn't exist yet)
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---
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## 🆕 Latest Features (v0.1.75)
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## 🆕 Latest Features (v0.1.76)
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**🎉 Released: April 10, 2026**
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**🎉 Released: April 13, 2026**
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**What's New in v0.1.75:**
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-**🪝 Codex Native Hooks** - Hybrid hook system for Codex backend combining native and MCP capabilities.
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-**🛡️ Checkpoint WebUI Auto-Launch** - Checkpoint workflows auto-launch the WebUI for visual monitoring.
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-**📖 Standalone MCP Server Docs** - Guide for `massgen-checkpoint-mcp`with safety policy integration.
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**What's New in v0.1.76:**
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-**🔍 Exa AI Search Tool** - New Exa AI-powered search tool added to MCP server registry.
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-**📊 Circuit Breaker Observability (Phase 3)** - Probe ownership, lock release, per-attempt latency tracking across all backends.
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-**📋 Checkpoint Agent Instructions** - Copyable custom instructions for agent memory files with checkpoint MCP information.
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**Try v0.1.75 Features:**
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**Try v0.1.76 Features:**
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```bash
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pip install massgen==0.1.75
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uv run massgen --config @examples/features/fast_iteration.yaml "Create an svg of an AI agent coding."
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pip install massgen==0.1.76
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uv run massgen --config @examples/tools/web-search/exa_search_example "Research the latest breakthroughs in multi-agent AI systems"
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```
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→ [See full release history and examples](massgen/configs/README.md#release-history--examples)
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⚠️ **Early Stage Notice:** As MassGen is in active development, please expect upcoming breaking architecture changes as we continue to refine and improve the system.
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### Recent Achievements (v0.1.75)
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### Recent Achievements (v0.1.76)
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**🎉 Released: April 10, 2026**
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**🎉 Released: April 13, 2026**
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#### Codex Hooks & Checkpoint WebUI
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-**Codex Native Hooks** ([#1053](https://github.com/massgen/MassGen/pull/1053)): Hybrid hook system for Codex backend combining native hooks and MCP capabilities
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-**Checkpoint WebUI Auto-Launch** ([#1053](https://github.com/massgen/MassGen/pull/1053)): Checkpoint workflows auto-launch WebUI with configurable host/port for visual monitoring
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-**Standalone MCP Server Docs**: Guide for `massgen-checkpoint-mcp` with safety policy integration
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#### Exa Search & Circuit Breaker Observability
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-**Exa AI Search Tool** ([#1057](https://github.com/massgen/MassGen/pull/1057)): New Exa AI-powered search tool added to MCP server registry
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-**Circuit Breaker Observability (Phase 3)** ([#1056](https://github.com/massgen/MassGen/pull/1056)): Probe ownership, lock release, per-attempt latency tracking across all backends
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-**Checkpoint Agent Instructions** ([#1058](https://github.com/massgen/MassGen/pull/1058)): Copyable custom instructions for agent memory files with checkpoint MCP information
✅ **Codex Hooks & Checkpoint WebUI (v0.1.75)**: Hybrid hook system for Codex backend. Checkpoint workflows auto-launch WebUI for visual monitoring. Standalone checkpoint MCP server docs with safety policy integration.
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✅ **Checkpoint Improvements & Tool Call Fixes (v0.1.74)**: Major improvements to standalone checkpoint MCP server. Fix for duplicate tool calls in ChatCompletions and Response API backends.
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We welcome community contributions to achieve these goals.
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### v0.1.76 Roadmap
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### v0.1.77 Roadmap
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Version 0.1.76 focuses on cloud execution:
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Version 0.1.77 focuses on cloud execution:
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#### Planned Features
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-**Cloud Modal MVP** ([#982](https://github.com/massgen/MassGen/issues/982)): Run MassGen as a cloud job on Modal — progress streams to terminal, results saved locally under `.massgen/cloud_jobs/`
@@ -154,19 +154,19 @@ This project started with the "threads of thought" and "iterative refinement" id
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---
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## 🆕 Latest Features (v0.1.75)
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## 🆕 Latest Features (v0.1.76)
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**🎉 Released: April 10, 2026**
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**🎉 Released: April 13, 2026**
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**What's New in v0.1.75:**
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-**🪝 Codex Native Hooks** - Hybrid hook system for Codex backend combining native and MCP capabilities.
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-**🛡️ Checkpoint WebUI Auto-Launch** - Checkpoint workflows auto-launch the WebUI for visual monitoring.
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-**📖 Standalone MCP Server Docs** - Guide for `massgen-checkpoint-mcp`with safety policy integration.
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**What's New in v0.1.76:**
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-**🔍 Exa AI Search Tool** - New Exa AI-powered search tool added to MCP server registry.
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+
-**📊 Circuit Breaker Observability (Phase 3)** - Probe ownership, lock release, per-attempt latency tracking across all backends.
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-**📋 Checkpoint Agent Instructions** - Copyable custom instructions for agent memory files with checkpoint MCP information.
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**Try v0.1.75 Features:**
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**Try v0.1.76 Features:**
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```bash
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pip install massgen==0.1.75
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uv run massgen --config @examples/features/fast_iteration.yaml "Create an svg of an AI agent coding."
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pip install massgen==0.1.76
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uv run massgen --config @examples/tools/web-search/exa_search_example "Research the latest breakthroughs in multi-agent AI systems"
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```
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→ [See full release history and examples](massgen/configs/README.md#release-history--examples)
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⚠️ **Early Stage Notice:** As MassGen is in active development, please expect upcoming breaking architecture changes as we continue to refine and improve the system.
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### Recent Achievements (v0.1.75)
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### Recent Achievements (v0.1.76)
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**🎉 Released: April 10, 2026**
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**🎉 Released: April 13, 2026**
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#### Codex Hooks & Checkpoint WebUI
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-**Codex Native Hooks** ([#1053](https://github.com/massgen/MassGen/pull/1053)): Hybrid hook system for Codex backend combining native hooks and MCP capabilities
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-**Checkpoint WebUI Auto-Launch** ([#1053](https://github.com/massgen/MassGen/pull/1053)): Checkpoint workflows auto-launch WebUI with configurable host/port for visual monitoring
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-**Standalone MCP Server Docs**: Guide for `massgen-checkpoint-mcp` with safety policy integration
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#### Exa Search & Circuit Breaker Observability
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-**Exa AI Search Tool** ([#1057](https://github.com/massgen/MassGen/pull/1057)): New Exa AI-powered search tool added to MCP server registry
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-**Circuit Breaker Observability (Phase 3)** ([#1056](https://github.com/massgen/MassGen/pull/1056)): Probe ownership, lock release, per-attempt latency tracking across all backends
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-**Checkpoint Agent Instructions** ([#1058](https://github.com/massgen/MassGen/pull/1058)): Copyable custom instructions for agent memory files with checkpoint MCP information
✅ **Codex Hooks & Checkpoint WebUI (v0.1.75)**: Hybrid hook system for Codex backend. Checkpoint workflows auto-launch WebUI for visual monitoring. Standalone checkpoint MCP server docs with safety policy integration.
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✅ **Checkpoint Improvements & Tool Call Fixes (v0.1.74)**: Major improvements to standalone checkpoint MCP server. Fix for duplicate tool calls in ChatCompletions and Response API backends.
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@@ -1542,9 +1545,9 @@ MassGen is currently in its foundational stage, with a focus on parallel, asynch
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We welcome community contributions to achieve these goals.
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### v0.1.76 Roadmap
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### v0.1.77 Roadmap
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Version 0.1.76 focuses on cloud execution:
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Version 0.1.77 focuses on cloud execution:
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#### Planned Features
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-**Cloud Modal MVP** ([#982](https://github.com/massgen/MassGen/issues/982)): Run MassGen as a cloud job on Modal — progress streams to terminal, results saved locally under `.massgen/cloud_jobs/`
This roadmap outlines MassGen's development priorities for upcoming releases. Each release focuses on specific capabilities with real-world use cases.
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| Release | Target | Feature | Owner | Use Case |
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|---------|--------|---------|-------|----------|
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|**v0.1.76**| 04/13/26 | Cloud Modal MVP |@ncrispino| Run MassGen as a cloud job on Modal ([#982](https://github.com/massgen/MassGen/issues/982)) |
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|**v0.1.77**| 04/15/26 | OpenAI Audio API |@ncrispino| Support OpenAI audio API for audio understanding ([#960](https://github.com/massgen/MassGen/issues/960)) |
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|**v0.1.78**| 04/17/26 | Image/Video Edit Capabilities |@ncrispino| Check and support img/video editing capabilities ([#959](https://github.com/massgen/MassGen/issues/959)) |
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|**v0.1.77**| 04/15/26 | Cloud Modal MVP |@ncrispino| Run MassGen as a cloud job on Modal ([#982](https://github.com/massgen/MassGen/issues/982)) |
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|**v0.1.78**| 04/17/26 | OpenAI Audio API |@ncrispino| Support OpenAI audio API for audio understanding ([#960](https://github.com/massgen/MassGen/issues/960)) |
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|**v0.1.79**| 04/20/26 | Image/Video Edit Capabilities |@ncrispino| Check and support img/video editing capabilities ([#959](https://github.com/massgen/MassGen/issues/959)) |
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