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chernistry/bernstein

v1.4.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 2mo AI Agents & Assistants
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent-framework agent-orchestrator agentic-ai ai-agents ai-coding aider
+14 more
anthropic claude-code cli-tool codex-cli coding-agent deterministic-scheduler hmac-audit llm mcp-server model-context-protocol multi-agent parallel-worktrees python swe-bench

Summary

AI summary

Added YAML plan files, quality gate pipeline, ten agent management features, circuit breaker, and WAL crash recovery.

Full changelog

Major feature release — resilience, plan files, and quality gates.

  • YAML plan files for deterministic multi-stage execution (bernstein run plan.yaml)
  • Quality gate pipeline: lint, type-check, tests, and intent verification
  • 10 new agent management features (warm pool, session continuity, model fallback)
  • Circuit breaker and WAL crash recovery for orchestrator resilience
View diff on GitHub

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About chernistry/bernstein

Deterministic multi-agent orchestrator for 18 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, OpenAI Agents SDK, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. ~11K monthly PyPI downloads, Apache 2.0.

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Related context

Beta — feedback welcome: [email protected]