AgentIndex icon
AgentIndex
PilotDeck logo
PilotDeck
★ 4.8k
vs
harness-sdk logo
harness-sdk
★ 8.9k

PilotDeck vs harness-sdk

PilotDeck: PilotDeck is an open-source agent operating system built around the WorkSpace concept, jointly developed by Tsinghua University THUNLP, ModelBest, OpenBMB, and AI9Stars. It targets long-running, multi-project productivity work with three core capabilities: white-box traceable memory, smart model routing for cost optimization, and always-on background task execution. The system natively supports MCP and works consistently across Web, CLI, and IM frontends.; harness-sdk: This monorepo holds the Strands Agents SDKs for Python and TypeScript plus Strands harness, a fully assembled agent created with one create_harness() call. It runs in your own process and covers the agent loop, tools, MCP, multi-agent patterns, memory, sessions, guardrails, tracing and evals across Bedrock, Anthropic, OpenAI, Gemini and other providers.

01

TL;DR

PilotDeck logo
PilotDeckMulti-Agent · ★ 4.8k
When to choose:
  • You need an agentic operating system built around isolated WorkSpaces with multi-task concurrency, white-box traceable memory, and cost-effective model routing.
  • You want always-on background agent execution with native MCP support across Web, CLI, and instant-messaging channels.
When to skip:
  • You only want a simple desktop client for casual LLM chatting without multi-project workspace management (Cherry Studio is much simpler).
  • Your sole goal is autonomous GitHub issue fixing from the command line (mini-swe-agent or Aider are more specialized).
Read PilotDeck full review →
harness-sdk logo
harness-sdkMulti-Agent · ★ 8.9k

Replacing a hand-rolled agent loop with a maintained SDK

Read harness-sdk full review →
02

Side-by-Side Comparison

Field
PilotDeck logoPilotDeck
harness-sdk logoharness-sdk
Category
Multi-Agent
Multi-Agent
Stars
★ 4.8k
★ 8.9k
License
AGPL-3.0
Apache-2.0
Install Command
curl -fsSL https://raw.githubusercontent.com/OpenBMB/PilotDeck/main/install.sh | bash
pip install strands-harness
Updated
3d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
multi-agent
agent-sdk, python, typescript
03

Features

PilotDeck logoPilotDeck
01WorkSpace-level isolation: each project has its own file system, memory store, and skill set
02White-box memory with end-to-end visibility, Dream Mode consolidation, and one-click rollback
03Smart routing auto-detects task difficulty and dispatches to appropriate models to reduce token cost
04Always-on background execution: agent continues discovering and running tasks after user steps away
05Native MCP support, consistent behavior across Web, CLI, and IM frontends
harness-sdk logoharness-sdk
01Strands harness: a ready-made agent with default model, tools, memory, sessions and context management
02Lower-level SDKs in Python (3.10+) and TypeScript (Node 22+) to own the agent loop yourself
03Lifecycle controls such as turn limits, token budgets, cancellation and hooks on every step
04Built-in MCP, structured output, streaming, multi-agent patterns, guardrails, tracing and evals
05Model portability across Amazon Bedrock, Anthropic, OpenAI, Gemini, Ollama and custom providers
04

Use Cases

PilotDeck logoPilotDeck
↳Long-running multi-project knowledge work with isolated memory and skill sets per project
↳Cost-optimized AI agent pipelines that automatically route tasks to models based on complexity
↳Background autonomous execution of monitoring, research, or batch tasks that deliver results as local files
harness-sdk logoharness-sdk
↳Replacing a hand-rolled agent loop with a maintained SDK
↳Building production agents on AWS with Bedrock models
↳Prototyping a coding or research agent quickly with the harness and CLI
↳Adding tracing, guardrails and evals to existing agent code
05

Best For

PilotDeck logoPilotDeck
Trending
harness-sdk logoharness-sdk
EssentialTrending
FAQ

FAQ

What is the difference between PilotDeck and harness-sdk?
Both PilotDeck and harness-sdk are in the Multi-Agent category. PilotDeck has 4.8k stars, while harness-sdk has 8.9k stars.
Which is better, PilotDeck or harness-sdk?
The best choice depends on your use case. Choose PilotDeck if Long-running multi-project knowledge work with isolated memory and skill sets per project, and harness-sdk if Replacing a hand-rolled agent loop with a maintained SDK.
Is PilotDeck free or open source?
Yes, PilotDeck is open source on GitHub (AGPL-3.0).
Is harness-sdk free or open source?
Yes, harness-sdk is open source on GitHub (Apache-2.0).
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