HumanLayer VS Waldo
Compare HumanLayer VS Waldo, what is the difference between HumanLayer and Waldo?
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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
Waldo summarize
Tell Kennel your goal and it does the rest. Say "make a blue circle" - Kennel works out the size, colour, placement from what the project already knows. It forms a contract, and hands each piece of the goal to the best agents available (Codex, Claude, OpenCode, etc) under authority you grant / revoke. It manages the agent coordination and brings back what needs your judgment, and what's still open. No more babysitting agents or forgetting what you set out to do.
Waldo 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 | -- |
Waldo details
| Categories | AI Agent, AI Assistant, AI Workflow, AI Productivity Tools, AI Healthcare |
| Waldo Website | https://www.heywaldo.in?utm_source=toolify |
| Added Time | September 22 2026 |
| Waldo 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 Waldo?
Tell Waldo the outcome you want, such as "make a blue circle" or complete a work task. Waldo interprets the goal and its context, creates a contract, assigns parts of the work to suitable agents and tools under permissions you control, and coordinates the process. It then reports completed work, unresolved items, and decisions that require your judgment. Kennel can be used on Mac to manage multiple agent sessions and their outcomes.
Compare Pros between HumanLayer and Waldo
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 Waldo
- Natural-language goal interpretation and task planning
- Coordination of multiple AI agents, tools, and applications
- Permission-based delegation with authority that can be granted or revoked
- Human-in-the-loop handling of consequential decisions
- Verification of completed work and tracking of unresolved tasks
- Daily planning based on health, calendar, task, communication, and memory context
- Health and recovery signal analysis from wearable devices
- Automated drafting of follow-up messages in the user's voice
- Long-term pattern detection and progress tracking
- Kennel for Mac for managing multiple agent sessions
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 Waldo
- Delegate a multi-step project across Codex, Claude, OpenCode, and other agents
- Plan a workday around sleep, recovery, calendar commitments, and task priorities
- Draft and prepare overdue follow-up messages for review or sending
- Coordinate work across communication, productivity, and development tools
- Monitor health and recovery trends using Apple Watch, WHOOP, Oura, Garmin, or Fitbit data
- Track project outcomes and identify unfinished work across multiple AI sessions
Different Plan between HumanLayer and Waldo
HumanLayer
$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.
$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.
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.
Waldo
Free
Free to use and open source for managing multiple agent sessions and their outcomes; no specific usage quota is provided.
HumanLayer's traffic
HumanLayer is the one with 89.3K monthly visits and 00:00:34 Avg.visit duration. HumanLayer has a Page per visit of 1.77 and a bounce rate of 47.10%.
Visit Over Time
| Monthly Visits | 89.3K |
| Avg·visit Duration | 00:00:34 |
| Page per Visit | 1.77 |
| Bounce Rate | 47.10% |
Waldo's traffic
Waldo is the one with 1.7K monthly visits and 00:00:00 Avg.visit duration. Waldo has a Page per visit of 1.08 and a bounce rate of 33.06%.
Visit Over Time
| Monthly Visits | 1.7K |
| Avg·visit Duration | 00:00:00 |
| Page per Visit | 1.08 |
| Bounce Rate | 33.06% |
Geography
The top 5 countries/regions for HumanLayer are:United States 21.98%, Germany 6.90%, India 4.43%, Indonesia 3.45%, Australia 3.39%
Top 5 Countries/regions
 | 21.98% |
 | 6.90% |
 | 4.43% |
 | 3.45% |
 | 3.39% |
Geography
Sorry, there are no data
Traffic Sources
The 6 main sources of traffic to HumanLayer are:vs_sourcesSearchOrganic 38.85%, Direct 33.71%, Referrals 18.96%, vs_sourcesSocialOrganic 6.75%, vs_sourcesGenAi 1.58%, Mail 0.15%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSearchOrganic | 38.85% |
Direct | 33.71% |
Referrals | 18.96% |
vs_sourcesSocialOrganic | 6.75% |
vs_sourcesGenAi | 1.58% |
Mail | 0.15% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Traffic Sources
The 6 main sources of traffic to Waldo are:Direct 34.49%, vs_sourcesSearchOrganic 33.35%, Referrals 11.54%, vs_sourcesSocialOrganic 5.47%, vs_sourcesDisplayAds 4.63%, Mail 3.73%, vs_sourcesAffiliate 2.43%, vs_sourcesGenAi 1.94%, vs_sourcesSearchPaid 1.53%, vs_sourcesSocialPaid 0.90%
Direct | 34.49% |
vs_sourcesSearchOrganic | 33.35% |
Referrals | 11.54% |
vs_sourcesSocialOrganic | 5.47% |
vs_sourcesDisplayAds | 4.63% |
Mail | 3.73% |
vs_sourcesAffiliate | 2.43% |
vs_sourcesGenAi | 1.94% |
vs_sourcesSearchPaid | 1.53% |
vs_sourcesSocialPaid | 0.90% |
Which is better: HumanLayer or Waldo?
HumanLayer might be a bit more popular than Waldo.As you can see, HumanLayer has 89.3K monthly visits, while Waldo has 1.7K 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 00:00:34, while Waldo has an Avg.visit duration of 00:00:00. Also, HumanLayer has a page per visit of 1.77 and a Bounce Rate of 47.10%. Waldo has a page per visit of 1.08 and a Bounce Rate of 33.06%.
The main users of HumanLayer are United States, Germany, India, Indonesia, Australia, with the following distribution: 21.98%, 6.90%, 4.43%, 3.45%, 3.39%.
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