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Merge pull request #1055 from massgen/dev/v0.1.76
feat: v0.1.76
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.env.example

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#QWEN API KEY
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QWEN_API_KEY=your-qwen-key-here
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# Exa API Key (for Exa AI-powered web search MCP server)
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EXA_API_KEY=your-exa-api-key-here
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#Azure OpenAI Configuration
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AZURE_OPENAI_API_KEY=your-azure-openai-key-here
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AZURE_OPENAI_ENDPOINT=your-azure-openai-endpoint-here

CHANGELOG.md

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## Recent Releases
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**v0.1.76 (April 13, 2026)** - Exa Search & Circuit Breaker Observability
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New Exa AI-powered search tool for MCP. Circuit breaker Phase 3 with observability — probe ownership, lock release, per-attempt latency tracking. Copyable checkpoint agent instructions and Docker dependency fixes.
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**v0.1.75 (April 10, 2026)** - Codex Hooks & Checkpoint WebUI
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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.
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**v0.1.74 (April 8, 2026)** - Checkpoint Improvements & Tool Call Fixes
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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.
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**v0.1.73 (April 6, 2026)** - Eval Criteria Evolver & Checkpoint Objectives
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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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---
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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
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- **Updated MCP Integration Guide**: Updated `docs/source/user_guide/tools/mcp_integration.rst`
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- **Updated Standalone MCP README**: Updated `massgen/mcp_tools/standalone/README.md` with checkpoint instructions
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- **New Checkpoint Instructions**: New `massgen/mcp_tools/standalone/checkpoint_instructions.md`
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- **New Config**: New `massgen/configs/tools/web-search/exa_search_example.yaml`
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### Technical Details
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- **Major Focus**: Exa AI Search & Circuit Breaker Observability (Phase 3)
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- **PRs Merged**: [#1056](https://github.com/massgen/MassGen/pull/1056), [#1057](https://github.com/massgen/MassGen/pull/1057), [#1058](https://github.com/massgen/MassGen/pull/1058)
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- **Contributors**: @amabito, @HenryQi, @ncrispino, @teocollazo and the MassGen team
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---
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CONTRIBUTING.md

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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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git checkout -b feature/your-feature-name upstream/dev/v0.1.76
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git checkout -b feature/your-feature-name upstream/dev/v0.1.77
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```
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### 2. Make Your Changes
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```
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Then create a pull request on GitHub:
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- Base branch: `dev/v0.1.76` (or `main` if dev branch doesn't exist yet)
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- Base branch: `dev/v0.1.77` (or `main` if dev branch doesn't exist yet)
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- Compare branch: `feature/your-feature-name`
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- Add clear description of changes
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- Link any related issues
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- [ ] Tests pass locally
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- [ ] Documentation is updated if needed
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- [ ] Commit messages follow convention
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- [ ] PR targets `dev/v0.1.76` branch (or `main` if dev branch doesn't exist yet)
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- [ ] PR targets `dev/v0.1.77` branch (or `main` if dev branch doesn't exist yet)
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### PR Description Should Include
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MANIFEST.in

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include CHANGELOG.md
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include requirements.txt
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recursive-include massgen/configs *.yaml *.yml
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recursive-include massgen/observability/dashboards *.json
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include .env.example
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recursive-include assets *.png *.gif *.jpg *.jpeg *.ico
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recursive-include massgen/frontend/displays/textual_themes *.tcss

README.md

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<details open>
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<summary><h3>🆕 Latest Features</h3></summary>
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- [v0.1.75 Features](#-latest-features-v0175)
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- [v0.1.76 Features](#-latest-features-v0176)
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</details>
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<details open>
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<details open>
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<summary><h3>🗺️ Roadmap</h3></summary>
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- [Recent Achievements (v0.1.75)](#recent-achievements-v0175)
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- [Previous Achievements (v0.0.3 - v0.1.74)](#previous-achievements-v003---v0174)
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- [Recent Achievements (v0.1.76)](#recent-achievements-v0176)
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- [Previous Achievements (v0.0.3 - v0.1.75)](#previous-achievements-v003---v0175)
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- [Key Future Enhancements](#key-future-enhancements)
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- Bug Fixes & Backend Improvements
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- Advanced Agent Collaboration
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- Expanded Model, Tool & Agent Integrations
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- Improved Performance & Scalability
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- Enhanced Developer Experience
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- [v0.1.76 Roadmap](#v0176-roadmap)
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- [v0.1.77 Roadmap](#v0177-roadmap)
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</details>
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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
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- **Docker Dependency Fixes** ([#1058](https://github.com/massgen/MassGen/pull/1058)): Fixed Dockerfile installs for reliable container builds
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### Previous Achievements (v0.0.3 - v0.1.74)
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### Previous Achievements (v0.0.3 - v0.1.75)
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**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/`

README_PYPI.md

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<details open>
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<summary><h3>🆕 Latest Features</h3></summary>
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- [v0.1.75 Features](#-latest-features-v0175)
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- [v0.1.76 Features](#-latest-features-v0176)
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<details open>
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<summary><h3>🗺️ Roadmap</h3></summary>
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- [Recent Achievements (v0.1.75)](#recent-achievements-v0175)
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- [Previous Achievements (v0.0.3 - v0.1.74)](#previous-achievements-v003---v0174)
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- [Recent Achievements (v0.1.76)](#recent-achievements-v0176)
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- [Previous Achievements (v0.0.3 - v0.1.75)](#previous-achievements-v003---v0175)
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- [Key Future Enhancements](#key-future-enhancements)
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- Bug Fixes & Backend Improvements
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- Advanced Agent Collaboration
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- Expanded Model, Tool & Agent Integrations
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- Improved Performance & Scalability
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- Enhanced Developer Experience
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- [v0.1.76 Roadmap](#v0176-roadmap)
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- [v0.1.77 Roadmap](#v0177-roadmap)
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</details>
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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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[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
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- **Docker Dependency Fixes** ([#1058](https://github.com/massgen/MassGen/pull/1058)): Fixed Dockerfile installs for reliable container builds
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### Previous Achievements (v0.0.3 - v0.1.74)
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### Previous Achievements (v0.0.3 - v0.1.75)
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**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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### 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/`

ROADMAP.md

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# MassGen Roadmap
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**Current Version:** v0.1.75
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**Release Schedule:** Mondays, Wednesdays, Fridays @ 9am PT
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**Last Updated:** April 13, 2026
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| Release | Target | Feature | Owner | Use Case |
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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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## ✅ v0.1.76 - Exa Search & Circuit Breaker Observability (Completed)
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**Released:** April 13, 2026 | PRs: [#1056](https://github.com/massgen/MassGen/pull/1056), [#1057](https://github.com/massgen/MassGen/pull/1057), [#1058](https://github.com/massgen/MassGen/pull/1058)
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### Features
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- **Exa AI Search Tool**: New Exa AI-powered search tool for MCP with example config
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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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- **Docker Dependency Fixes**: Fixed Dockerfile installs for reliable container builds
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---
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## ✅ v0.1.75 - Codex Hooks & Checkpoint WebUI (Completed)
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**Released:** April 10, 2026 | PRs: [#1053](https://github.com/massgen/MassGen/pull/1053)
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## 📋 v0.1.77 - Cloud Modal MVP
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## 📋 v0.1.78 - OpenAI Audio API
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## 📋 v0.1.79 - Image/Video Edit Capabilities
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# MassGen v0.1.76 Roadmap
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# MassGen v0.1.77 Roadmap
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**Target Release:** April 13, 2026
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**Target Release:** April 15, 2026
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## Overview
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Version 0.1.77 focuses on running MassGen as a cloud job on Modal.
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## Related Tracks
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- **v0.1.75**: Codex Hooks & Checkpoint WebUI — hybrid Codex hooks, checkpoint WebUI auto-launch, standalone MCP server docs ([#1053](https://github.com/massgen/MassGen/pull/1053))
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- **v0.1.77**: OpenAI Audio API ([#960](https://github.com/massgen/MassGen/issues/960))
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- **v0.1.76**: Exa Search & Circuit Breaker Observability — Phase 3 observability, Exa AI search, checkpoint instructions ([#1056](https://github.com/massgen/MassGen/pull/1056), [#1057](https://github.com/massgen/MassGen/pull/1057), [#1058](https://github.com/massgen/MassGen/pull/1058))
31+
- **v0.1.78**: OpenAI Audio API ([#960](https://github.com/massgen/MassGen/issues/960))

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