Comparison

Pane vs Autonomous Agents

TL;DR

Devin, OpenHands and SWE-Agent are autonomous agents: you hand them a task and they work end to end in a sandbox or the cloud, with little review along the way. Pane takes the opposite approach: agents run on your machine, in your repo, and you review every diff before it ships. Hand well-defined tasks to an autonomous agent; use Pane when you want the speed of parallel agents but keep your hands on what merges.

Devin, OpenHands, and SWE-Agent are autonomous coding agents - they take a task and work end-to-end in sandboxed environments without human intervention. Pane is the opposite philosophy: you stay in the loop. You run agents, review their work, and decide what ships.

the difference

panedevinopenhandsswe-agent
categoryagent manager (human-in-the-loop)autonomous agent (cloud)autonomous agent (docker)autonomous agent (research)
human oversightalways - you review every diff before it shipsminimal - works independentlyminimal - runs in sandboxnone - fully automated
runs onyour machine, your codebasecognition's cloud, plus a desktop appdocker containersdocker / local
agent choiceany CLI agent you wantdevin onlyopenhands onlyswe-agent only
parallel tasksyes - unlimited panesyes (cloud instances)yes (docker containers)single task
open sourceyes (AGPL-3.0)noyesyes
pricingfreefree tier; pro $20/mo; teams from $80/mofree (self-hosted)free (research)

different philosophies

autonomous agents remove the developer

Devin, OpenHands, and SWE-Agent are designed to work without you. You describe a task, they execute it end-to-end in a sandboxed environment, and deliver a result. The developer is out of the loop until review.

pane keeps the developer in control

Pane runs CLI agents (Claude Code, Aider, Codex, etc.) on your local machine, in your codebase. You see what every agent is doing in real-time. You review diffs inline. You decide what gets committed. You ship with confidence because you reviewed every change.

sandboxed vs local

Autonomous agents run in isolated sandboxes or cloud environments - they don't touch your local setup. Pane runs agents directly in your codebase using git worktrees for isolation. Your agents have full access to your dev environment, dependencies, and toolchain.

one agent vs many

Autonomous agent platforms lock you into their specific agent. Pane runs any CLI agent - and lets you run different agents simultaneously on different tasks. Claude Code for complex features, Aider for refactoring, Codex for quick fixes - all at once.

when to use what

use autonomous agents for well-defined, isolated tasks where you trust the agent to work independently - bug fixes from GitHub issues, boilerplate generation, or tasks where full autonomy is acceptable.

use pane when you want to stay in the loop. When the code matters. When you need to review diffs before they hit your branch. When you want to run multiple agents on your actual codebase and ship with confidence.

use both - autonomous agents for fire-and-forget tasks, Pane for everything you want to oversee.

more comparisons

Sources

Corrections
If anything here is wrong or out of date, tell us and we'll fix it and update the date at the top. Open an issue on GitHub
Sources

frequently asked questions

or
Download*
Windows SmartScreen warningDirect downloads can show a SmartScreen warning while Pane is unsigned. Pane is fully open source, so you can audit the code and build from source yourself.1. Click More info2. Click Run anyway3. Continue the installerThe PowerShell install downloads the official release directly and avoids most browser download friction.npm global install
Paste that in PowerShell.Linux

By Parsa Khazaeepoul, co-founder of Pane. .