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Blog

Engineering deep-dives, community spotlights, and updates from the Bernstein project.

2026-04-14

Getting Started: Your First Multi-Agent Run in 5 Minutes

Install Bernstein, configure Claude Code or any CLI agent, and run your first parallel multi-agent coding session in under 5 minutes. Step-by-step tutorial with examples.

3 min readmulti-agent orchestration tutorial, AI coding agents setup, Claude Code tutorial
2026-04-14

Community Spotlight: April 2026

First community spotlight — highlighting contributors who shaped Bernstein's architecture decomposition, adapter ecosystem, and cost-aware routing in April 2026.

2 min readcommunity, open-source, contributors
2026-04-14

Running AI Agents on Cloudflare: Workers, Workflows, and Durable Objects

Bernstein v1.7.3 adds Cloudflare cloud execution — run coding agents on Workers, orchestrate with Durable Workflows, store artifacts in R2.

4 min readCloudflare Workers, cloud AI agents, serverless orchestration
2026-04-13

From 4,000 Lines to 200: Decomposing Bernstein's Core

How 11 parallel agents decomposed a 4,198-line orchestrator into 15 focused sub-packages — using Bernstein to refactor itself.

5 min readPython refactoring, code decomposition, multi-agent orchestration
2026-04-07

How Bernstein Routes Tasks to the Right Model (and Saves 50-60%)

Bernstein's epsilon-greedy bandit router learns which model fits each task type, cutting agent costs by 50-60% without sacrificing quality.

4 min readAI cost optimization, model routing, contextual bandit
2026-03-29

Introducing Bernstein: Multi-Agent Orchestration for CLI Coding Agents

Bernstein v1.0 ships — an open-source orchestrator that runs Claude Code, Codex, and Gemini CLI in parallel with deterministic scheduling and git worktree isolation.

3 min readmulti-agent orchestration, AI coding agents, Claude Code