v0.1.87

🚀 Release Highlights — v0.1.87 (2026-05-15)

📚 Framework Comparison Pages

• Three new "MassGen vs ..." pages (#1094): crewai.rst, langgraph.rst, autogen.rst under docs/source/reference/comparisons/ — each positions MassGen's parallel-refinement-with-voting model against the target framework's coordination shape and lists when to reach for one versus the other
• Docs landing page update (#1094): "How Does MassGen Compare?" now lists all four comparisons (LLM Council + the three new ones); parent comparisons.rst drops "coming soon" and gains a toctree

🤖 llms.txt for AI Agents

• Curated index (#1094): docs/source/_extra/llms.txt published at the docs site root via Sphinx html_extra_path, following the llmstxt.org spec
• Full-corpus dump (#1094): llms-full.txt (~1 MB, 59 files) generated by a Sphinx build-finished hook in docs/source/conf.py
• README pointer: One-line pointer in README.md / README_PYPI.md directing AI agents and crawlers to llms.txt / llms-full.txt

🔧 bootstrap_subagent Single-Shot Fix

• refine=False (#1094): Orchestrator._run_bootstrap_discriminator_step now passes refine=False to SubagentManager.spawn_subagent. Without it, the orchestrator's max_new_answers_per_agent: 3 default shadowed the coordination-dict overrides and let the discriminator refine instead of running single-shot. Found via live log inspection
• Test (#1094): massgen/tests/test_bootstrap_criteria.py asserts discriminator must pass refine=False to spawn_subagent for single-shot

✅ Issues Closed

• #1082 — publish llms.txt + llms-full.txt at docs.massgen.ai
• #1083 — add MassGen vs CrewAI / LangGraph / AutoGen comparison pages

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📖 Getting Started

• Quick Start Guide
• Browse the comparisons: https://docs.massgen.ai/en/latest/reference/comparisons.html
• Point your AI agent at: https://docs.massgen.ai/en/latest/llms.txt
• Install:

  pip install massgen==0.1.87

What's Changed

• docs: add comparison pages and llms.txt index by @ncrispino in #1094
• docs: docs for v0.1.87 by @Henry-811 in #1095
• feat: v0.1.87 by @Henry-811 in #1093

Full Changelog: v0.1.86...v0.1.87