Platform Features

Four paradigm shifts
that change everything.

Bonsai isn't just a better chat interface. It fundamentally changes how you interact with AI — from linear conversations to tree-based exploration, from single-model prompting to multi-agent orchestration.

Branching

Git for LLMs

Every conversation is a tree, not a line. Branch, merge, graft, and compare. Explore alternatives without losing context — and save 83% on tokens.

  • Branch from any message
  • Merge & graft across conversations
  • Side-by-side variant comparison
  • Non-destructive experiment loops

Tier 1

Orchestration

Air Traffic Control

Command a fleet of specialized agents. Run chains of multi-step pipelines. Host AI-to-AI dialogues. Meta agents watch and intervene.

  • Multi-agent parallel execution
  • Configurable chains with aggregation
  • Dialogue cycles with termination conditions
  • Meta agents with scoped observation

Tier 2

Automation

Work While You Sleep

Schedule agents on cron. Trigger workflows via webhooks. Fan out one prompt across 500 CSV rows. Hooks enforce guardrails automatically.

  • Cron-based scheduling
  • Declarative AI workflows
  • Variable fan-out from CSV data
  • Risk policy hooks & webhook triggers

Tier 3

Integrations

Your Ecosystem, Your Data

Import from ChatGPT, Claude, Gemini, and Grok. Orchestrate coding agents via harness framework. Generate MCP servers from functions. Browse 180+ community blocks.

  • Browser extension chat imports
  • Agent harness framework for pi/OpenClaw
  • mcpify: functions → MCP servers
  • Building block marketplace (180+ blocks)

Tier 4

And everything you'd expect from a platform

Plus a lot you wouldn't.

Evaluations & A/B Testing

Scientific comparison of agent/prompt/model configs with multi-dimensional scoring.

14+ AI Providers

OpenAI, Anthropic, Google, Ollama, llama.cpp, DeepSeek, Groq, and more.

Embeddings & RAG

Knowledge bases with chunking, retrieval, and smart activation. Local ONNX embeddings.

Persistent Memory

Cross-conversation memories — facts, procedures, episodes, plans. Scoped via teams.

Ready to see what Bonsai can do?

Start with branching. Discover orchestration. Automate your workflow. All free on the Seed tier.