agent · ai-coding-agents
CatDoes vs Devin
55 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 34 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | CatDoes | Devin |
|---|---|---|
| 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 | no public information devin.ai · checked Aug 1, 2026 |
| 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 devin.ai · checked Aug 1, 2026 |
Agency
| Field | CatDoes | Devin |
|---|---|---|
| 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 devin.ai · checked Aug 1, 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 | “A human is kept in the loop just to manage the project and approve Devin’s changes.”devin.ai · checked Aug 1, 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 | “Migration or large refactoring tasks are often fantastic projects for Devin: after investing a small, fixed cost to teach Devin how to approach sub-tasks, Devin can go and complete the migration autonomously.”devin.ai · checked Aug 1, 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 | “Devin ships PRs the way your team does — picking up review feedback and CI results to get each PR approved and merged.”devin.ai · checked Aug 1, 2026 |
| Operating environment· | “The AI agent runs in the cloud on its own computer.”catdoes.com · checked Aug 1, 2026 | no public information devin.ai · checked Aug 1, 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 | “Devin can go and complete the migration autonomously.”devin.ai · checked Aug 1, 2026 |
Safety
| Field | CatDoes | Devin |
|---|---|---|
| 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 devin.ai · checked Aug 1, 2026 |
Practicality
| Field | CatDoes | Devin |
|---|---|---|
| Pricing model· | no public information devin.ai · checked Aug 1, 2026 | |
| Price point· | no public information devin.ai · checked Aug 1, 2026 | |
| Availability· | no public information devin.ai · checked Aug 1, 2026 | |
| Deployment options· | “The AI agent runs in the cloud on its own computer.”catdoes.com · checked Aug 1, 2026 | “Devin Cloud Devin Desktop Devin CLI Devin Review Devin Windows VM”devin.ai · checked Aug 1, 2026 |
| Integrations· | “GitHub integration lets you import an existing repo or export the full codebase any time.”catdoes.com · checked Aug 1, 2026 | “Build together with Confluence Build together with Airtable Build together with Segment Build together with Asana Build together with Notion Build together with Stripe Build together with AWS Build together with GitHub Build together with Datadog Build together with Linear Build together with Databricks Build together with Slack Build together with Google Drive Build together with Sentry Build together with PostgreSQL Build together with Azure Build together with Snowflake Build together with MongoDB”devin.ai · checked Aug 1, 2026 |
| Support model· | no public information devin.ai · checked Aug 1, 2026 |
Foundation models
| Field | CatDoes | Devin |
|---|---|---|
| Fine-tuning· | no public information catdoes.com · checked Aug 1, 2026 | “The Nubank team helped to collect examples of previous migrations their engineers had done manually, some of which were fed to Devin for fine-tuning.”devin.ai · checked Aug 1, 2026 |
Ecosystem
| Field | CatDoes | Devin |
|---|---|---|
| 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 devin.ai · checked Aug 1, 2026 |
| Multi-agent· | no public information catdoes.com · checked Aug 1, 2026 | “Devin can spin up a team of Devins for large tasks.”devin.ai · checked Aug 1, 2026 |
Impact
| Field | CatDoes | Devin |
|---|---|---|
| User base· | “Real apps and websites, shipped by CatDoes users.”catdoes.com · checked Aug 1, 2026 | |
| Deployment scale· | “Among others, Data, Collections, and Risk business units verified and completed their migrations in weeks instead of months or years.”devin.ai · checked Aug 1, 2026 | |
| Target sectors· | “Business Owners Designers Startup Founders People with Ideas”catdoes.com · checked Aug 1, 2026 | “Nubank was born into the tradition of centralized ETL FinServ architectures.”devin.ai · checked Aug 1, 2026 |
Disclosed by neither
Both CatDoes and Devin publish nothing on these 34 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 34 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
- Model swappable
- Open weights
- Context window
- Protocols supported
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Third-party evaluations
- Data handling
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Runtime governance
- Permission scopes
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage