agent · ai-coding-agents
CatDoes vs OpenHands
55 fields both were evaluated on, 25 of them different — including where one discloses something the other does not. Every value links to the document it came from. 30 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | CatDoes | OpenHands |
|---|---|---|
| Audit trail· | “CatDoes Watch is our error monitoring solution that's built into every project. When you encounter any errors during development, or when you publish your app and your users encounter any errors or crashes, you can see them in your dashboard and ask the AI agents to fix it.”catdoes.com · checked Aug 1, 2026 | Audit logs offered alongside budget controls “Audit logs and budget controls”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Explainability· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information www.openhands.dev · checked Aug 5, 2026 |
| Runtime governance· | no public information catdoes.com · checked Aug 1, 2026 | Access controls and cost guardrails for enterprise agent use “Give teams the visibility, access controls, audit trails, and cost guardrails needed to run agents across enterprise workflows.”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Permission scopes· | no public information catdoes.com · checked Aug 1, 2026 | Fine-grained access control “Control every layer of your environment with fine-grained access control, model-agnostic architecture, and flexible self-hosted or private cloud deployment options that keep your code and data secure.”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
Agency
| Field | CatDoes | OpenHands |
|---|---|---|
| Autonomy level· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information www.openhands.dev · checked Aug 5, 2026 |
| Human oversight· | “Edit the code. Own the code. Open any file from the dashboard and edit it yourself.”catdoes.com · checked Aug 1, 2026 | no public information www.openhands.dev · checked Aug 5, 2026 |
| Goal complexity· | “Describe what you need. An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information www.openhands.dev · checked Aug 5, 2026 |
| Action space· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | Reads and writes code, executes changes across codebases “OpenHands runs agents that complete entire engineering tasks, taking actions across entire codebases, running tasks in parallel, and executing changes in real environments.”www.openhands.dev · checked Aug 5, 2026 |
| Operating environment· | “The AI agent runs in the cloud on its own computer.”catdoes.com · checked Aug 1, 2026 | Codebase / software development environment “It runs autonomous agents that plan, write, and apply changes across your codebase, helping teams complete complex tasks end-to-end.”www.openhands.dev · checked Aug 5, 2026 |
| Initiative· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | Can self-initiate via scheduled or triggered workflows, not only on direct prompt “Schedule recurring tasks or trigger workflows from GitHub, Slack, or PagerDuty, even when your machine is off.”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
Safety
| Field | CatDoes | OpenHands |
|---|---|---|
| Incident reporting· | “CatDoes Watch is our error monitoring solution that's built into every project. When you encounter any errors during development, or when you publish your app and your users encounter any errors or crashes, you can see them in your dashboard and ask the AI agents to fix it.”catdoes.com · checked Aug 1, 2026 | no public information www.openhands.dev · checked Aug 5, 2026 |
| Data handling· | no public information catdoes.com · checked Aug 1, 2026 | Self-hosted option keeps data from leaving the customer environment “Self-hosted — data never leaves your environment”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
Practicality
| Field | CatDoes | OpenHands |
|---|---|---|
| Pricing model· | no public information www.openhands.dev · checked Aug 5, 2026 | |
| Price point· | no public information www.openhands.dev · checked Aug 5, 2026 | |
| Availability· | no public information www.openhands.dev · checked Aug 5, 2026 | |
| Deployment options· | “The AI agent runs in the cloud on its own computer.”catdoes.com · checked Aug 1, 2026 | On-prem or private cloud, running in the customer environment “OpenHands runs in your environment, whether on-prem or private cloud, so your code never leaves your control.”www.openhands.dev · checked Aug 5, 2026 |
| Integrations· | “GitHub integration lets you import an existing repo or export the full codebase any time.”catdoes.com · checked Aug 1, 2026 | GitHub, GitLab, CI/CD, Slack, and ticketing tools “Native integrations with GitHub, GitLab, CI/CD, Slack, and ticketing tools.”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Support model· | no public information www.openhands.dev · checked Aug 5, 2026 |
Foundation models
| Field | CatDoes | OpenHands |
|---|---|---|
| Model swappable· | no public information catdoes.com · checked Aug 1, 2026 | Model-agnostic architecture “Open source, model-agnostic, and deployable in your environment, so you control how agents run, what they access, and where data stays.”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
Ecosystem
| Field | CatDoes | OpenHands |
|---|---|---|
| Tool use· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information www.openhands.dev · checked Aug 5, 2026 |
| API access· | no public information catdoes.com · checked Aug 1, 2026 | SDK available for embedding into other products/platforms “embed the OpenHands SDK into your product or internal platform.”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Open source· | no public information catdoes.com · checked Aug 1, 2026 | Free and open source; no licence named on the page checked “Free and open source — no infra cost”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
Impact
| Field | CatDoes | OpenHands |
|---|---|---|
| User base· | “Real apps and websites, shipped by CatDoes users.”catdoes.com · checked Aug 1, 2026 | no public information www.openhands.dev · checked Aug 5, 2026 |
| Deployment scale· | 81K+ GitHub stars, active open-source ecosystem “With 81K+ GitHub stars and a thriving open-source ecosystem, OpenHands evolves through collective innovation - every contribution makes the platform faster, safer, and smarter.”www.openhands.dev · checked Aug 5, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | |
| Target sectors· | “Business Owners Designers Startup Founders People with Ideas”catdoes.com · checked Aug 1, 2026 | Platform teams, internal developer platform builders, enterprises with large/legacy or mission-critical codebases “OpenHands is used by platform teams automating engineering workflows at scale, teams building internal developer platforms or AI-powered tooling, and enterprises managing large or legacy codebases and mission-critical software systems.”www.openhands.dev · checked Aug 5, 2026 |
Disclosed by neither
Both CatDoes and OpenHands publish nothing on these 30 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 30 identical table rows. Each is shown with its source check on the individual profiles.
- High-risk domains
- Documented incidents
- Supported regions
- Base models
- Model provider
- Open weights
- Fine-tuning
- Context window
- Protocols supported
- Multi-agent
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do CatDoes and OpenHands compare on model swappable?
- CatDoes: no public information disclosed. OpenHands: Model-agnostic architecture.
- How do CatDoes and OpenHands compare on api access?
- CatDoes: no public information disclosed. OpenHands: SDK available for embedding into other products/platforms.
- How do CatDoes and OpenHands compare on open source?
- CatDoes: no public information disclosed. OpenHands: Free and open source; no licence named on the page checked.
- How do CatDoes and OpenHands compare on data handling?
- CatDoes: no public information disclosed. OpenHands: Self-hosted option keeps data from leaving the customer environment.
- How do CatDoes and OpenHands compare on runtime governance?
- CatDoes: no public information disclosed. OpenHands: Access controls and cost guardrails for enterprise agent use.
- How do CatDoes and OpenHands compare on permission scopes?
- CatDoes: no public information disclosed. OpenHands: Fine-grained access control.