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HumanLayer VS Boxes.dev

Compare HumanLayer VS Boxes.dev, what is the difference between HumanLayer and Boxes.dev?

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Summarize

HumanLayer summarize

HumanLayer is an API and SDK that enables tool-calling AI Agents to contact humans for help, feedback, and approvals.

HumanLayer Landing Page

Boxes.dev summarize

Cloud dev environments for agentic coding. Run each Claude Code or Codex chat on its own computer in the cloud, connect from mobile and desktop, and code from anywhere.

Boxes.dev Landing Page

Compare Details

HumanLayer details

Categories AI Agent, AI API, AI Developer Tools, AI Workflow, Large Language Models (LLMs)
HumanLayer Website https://humanlayer.dev?utm_source=toolify
Added Time December 07 2024
HumanLayer Pricing --

Boxes.dev details

Categories AI Agent, AI Developer Tools, AI Code Assistant, AI Copilot, No-Code&Low-Code
Boxes.dev Website https://boxes.dev?utm_source=toolify
Added Time June 08 2026
Boxes.dev Pricing --

Comparison of usage

How to use HumanLayer?

Integrate the HumanLayer SDK into your AI agent workflow. Use the @hl.require_approval() decorator to block function calls requiring human oversight. Contact humans through various channels and route approvals to specific teams or individuals.

How to use Boxes.dev?

To use Boxes.dev, move your project codebase into a cloud devbox using the CLI command `dvb init`. The platform automatically scans your local dev environment and creates a setup plan. Once approved, a coding agent recreates your dev environment in the cloud. You can then fork the primary VM to run tasks on their own machines, start Codex or Claude Code, and review, steer, or ship code from mobile, desktop, or CLI surfaces.

Compare Pros between HumanLayer and Boxes.dev

Core features of HumanLayer

  • Require Human Approval for Function Calls
  • OmniChannel Contact (Slack, Email, Discord)
  • Advanced Approval Workflows with Escalations and Timeouts
  • Human as Tool (hl.human_as_tool())
  • Granular Routing of Approvals
  • LLM and Framework Agnostic

Core features of Boxes.dev

  • Full cloud computer per agent with isolated filesystem, services, and database state
  • Instant snapshots and forks for running multiple agents in parallel
  • Persistent terminal sessions and continuous background execution when offline
  • Multi-surface control supporting macOS desktop, iOS/Android mobile, and scriptable CLI
  • Localhost port forwarding that automatically follows the selected fork
  • Cloud scheduled and webhook automation triggers (e.g., via Slack or Linear)

Compare Use Cases

Use cases for HumanLayer

  • AI agents requiring human approval for critical decisions.
  • Workflows needing human feedback to improve agent performance.
  • Agentic AI workflows that need human oversight for production-grade reliability.
  • Automated lead generation with human feedback on lead quality.

Use cases for Boxes.dev

  • Running multiple Claude Code or Codex tasks simultaneously on separate virtual machines
  • Leaving complex coding agent tasks running overnight or while traveling without keeping a laptop open
  • Reviewing agent threads, diffs, and approving or steering code changes directly from a smartphone
  • Automating regular codebase tasks like weekly dependency audits triggered on a schedule

Different Plan between HumanLayer and Boxes.dev

HumanLayer

Starter

$0/month

Free forever for Hackers and Tinkerers. Works with all popular frameworks. 100 operations/month. Pay as you go ($20/200 addt'l). Send to Slack, Email, Discord. Up to 10 active users. Limited Data Retention.

Premium

$500/month

Collaborate and scale. Remove HumanLayer Branding (BYO app/keys). Includes 2000 operations/month ($18/200 add'l). Advanced Approval Workflows w/ Escalations and Timeouts. Learning and Auto Approvals. Channels for MSTeams, SMS, RCS. Priority Support. 180-day retention on feedback datasets export.

Enterprise

Custom

Deploy into your Private VPC or on-prem. RBAC and SSO support. Volume discounts. Custom notification channels. Expert Advice on custom-built agents for sales, marketing, hiring, and more.

Boxes.dev

Trial

$0 / free

10 free box-hours, Main devbox + 2 awake forks, Unlimited sleeping forks, Bring your own Codex + Claude Code, Desktop, mobile, web, CLI

Starter

$19 / user / mo

40 included box-hours / mo, Main devbox + 4 awake forks, Unlimited sleeping forks, Prepaid overage at $0.75 / box-hour, Email support

Pro

$99 / user / mo

250 included box-hours / mo, Main devbox + 10 awake forks, Unlimited sleeping forks, Prepaid overage at $0.60 / box-hour, Priority support

Teams

Custom volume

Custom seat & box-hour pools, SSO, SCIM, RBAC, Audit logs and spend controls, Dedicated resources & deployment, Custom MSA, security review

Compare Traffic/Monthly Visitors

HumanLayer's traffic

HumanLayer is the one with 197.4K monthly visits and 00:00:24 Avg.visit duration. HumanLayer has a Page per visit of 1.54 and a bounce rate of 48.52%.

Visit Over Time

Monthly Visits 197.4K
Avg·visit Duration 00:00:24
Page per Visit 1.54
Bounce Rate 48.52%
Aug 2024 - May 2026 All traffic:

Boxes.dev's traffic

Boxes.dev is the one with 0 monthly visits and 00:00:00 Avg.visit duration. Boxes.dev has a Page per visit of 0.00 and a bounce rate of 0.00%.

Visit Over Time

Monthly Visits 0
Avg·visit Duration 00:00:00
Page per Visit 0.00
Bounce Rate 0.00%
Mar 2026 - May 2026 All traffic:

Geography

The top 5 countries/regions for HumanLayer are:Vietnam 21.08%, United States 10.63%, China 6.89%, India 3.53%, South Korea 2.74%

Top 5 Countries/regions

Vietnam
21.08%
United States
10.63%
China
6.89%
India
3.53%
South Korea
2.74%

Geography

Sorry, there are no data

Traffic Sources

The 6 main sources of traffic to HumanLayer are:vs_sourcesSearchOrganic 41.63%, Direct 27.16%, Referrals 15.87%, vs_sourcesSocialOrganic 11.21%, vs_sourcesGenAi 3.42%, Mail 0.71%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%

vs_sourcesSearchOrganic
41.63%
Direct
27.16%
Referrals
15.87%
vs_sourcesSocialOrganic
11.21%
vs_sourcesGenAi
3.42%
Mail
0.71%
vs_sourcesAffiliate
0.00%
vs_sourcesDisplayAds
0.00%
vs_sourcesSearchPaid
0.00%
vs_sourcesSocialPaid
0.00%
Aug 2024 - May 2026 Worldwide Desktop Only

Traffic Sources

The 6 main sources of traffic to Boxes.dev are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0

Mail
0
vs_sourcesGenAi
0
Direct
0
vs_sourcesAffiliate
0
Referrals
0
vs_sourcesDisplayAds
0
vs_sourcesSearchPaid
0
vs_sourcesSocialPaid
0
vs_sourcesSearchOrganic
0
vs_sourcesSocialOrganic
0
Mar 2026 - May 2026 Worldwide Desktop Only

Which is better: HumanLayer or Boxes.dev?

HumanLayer might be a bit more popular than Boxes.dev.As you can see, HumanLayer has 197.4K monthly visits, while Boxes.dev has 0 monthly visits. So more people choose HumanLayer. So the odds are that people will recommend HumanLayer more on social platforms.

HumanLayer has an Avg.visit duration of 00:00:24, while Boxes.dev has an Avg.visit duration of 00:00:00. Also, HumanLayer has a page per visit of 1.54 and a Bounce Rate of 48.52%. Boxes.dev has a page per visit of 0.00 and a Bounce Rate of 0.00%.

The main users of HumanLayer are Vietnam, United States, China, India, South Korea, with the following distribution: 21.08%, 10.63%, 6.89%, 3.53%, 2.74%.

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