pane vs humanlayer
By Parsa Khazaeepoul, co-founder of Pane. Tested every agent manager in this comparison set in production. .
Pane and HumanLayer (also marketed as CodeLayer) represent two different philosophies for working with AI coding agents. Pane is a terminal-native, cross-platform agent manager — it gives developers a keyboard-driven cockpit for running parallel agents with full control and no enforced workflow. HumanLayer is a structured agentic IDE built by YC F24 that enforces a QRSPI workflow pipeline (Questions, Research, Design, Structure, Plan, Implement) with human review gates before agents touch code. The differences run deep: platform support, pricing, availability, workflow philosophy, and open-source model.
feature comparison
| pane | humanlayer | |
|---|---|---|
| form factor | native desktop app, terminal-native | web + desktop + mobile UI on top of Claude Code daemon |
| platform | windows (x64 + ARM64) + mac + linux | mac + linux only (windows not listed) |
| agents supported | claude code, codex, aider, goose, cline, opencode, letta (7 agents) | primarily claude code; also codex, copilot, fireworks |
| pricing | free forever, no per-seat cost | free (3 users, 200 sessions/mo) · $100/user/mo pro · enterprise custom |
| open source | yes — fully AGPL-3.0 | partial — SDK + RPI framework Apache 2.0; commercial IDE unclear |
| license | AGPL-3.0 | Apache 2.0 (open-source parts); commercial product unclear |
| availability | generally available — download now | private beta with waitlist (as of June 2026) |
| workflow style | flexible — developer controls the workflow | enforced QRSPI pipeline with human review gates |
| parallelism | parallel sessions via worktrees (no hard cap; API rate limits are the ceiling) | multiclaude — parallel sessions (beta) |
| collaboration | individual-developer-first; shared via git | shared design docs with inline commenting, team visibility |
| mobile access | desktop only | monitor agents from mobile |
when to pick humanlayer
HumanLayer is genuinely well-designed for teams that want structured "no slop" discipline in their agentic workflows. If any of these fit your situation, HumanLayer may be the right choice:
- → Your team wants enforced pre-implementation review. HumanLayer's QRSPI pipeline requires agents to complete a design document and get human approval before writing any code. If your pain is agents writing code before they understand the problem, this is the tool for that.
- → You need team collaboration features. Shared design docs, inline commenting, and real-time team visibility are built in. Pane is individual-developer-first.
- → You want to monitor agents from your phone. HumanLayer has mobile access for checking running sessions. Pane is desktop-only.
- → You have a Mac or Linux team and can wait for the waitlist. If your entire team is on Mac or Linux and you're willing to join the private beta queue, HumanLayer's structured workflow may be worth the wait.
when to pick pane
- → You need Windows support. Pane runs natively on Windows x64 and ARM64. HumanLayer does not list Windows in its documentation as of June 2026.
- → You want to start today, not join a waitlist. Pane is generally available. HumanLayer is in private beta with a waitlist and a README that says "Coming soon."
- → You use agents beyond Claude Code. Pane supports seven agents: Claude Code, Codex, Aider, Goose, Cline, OpenCode, and Letta. HumanLayer is primarily Claude Code.
- → You want fully open-source software. Pane is AGPL-3.0. HumanLayer's commercial IDE and team features have unclear licensing — only the SDK and RPI framework are open source.
- → You prefer no per-seat pricing. Pane is free with no user limits. HumanLayer's Pro tier is $100 per user per month.
- → You want a keyboard-driven terminal workflow. Pane is terminal-native and keyboard-first structurally. HumanLayer is a GUI/web app with an opinionated pipeline.
the bottom line
Pane and HumanLayer are built for different buyers with different pain points. HumanLayer targets teams who want structured workflow enforcement — a guardrail system that prevents agents from writing code before the design is approved. If that's your problem, it's the right tool for it. Pane targets individual developers and small teams who want fast, parallel agent throughput with full workflow control, cross-platform support (including Windows), and the ability to use any agent — without a waitlist or per-seat pricing. The HumanLayer RPI framework (Apache 2.0) is worth reading regardless of which tool you pick — the methodology is sound even if you implement it with Pane.