Devin
An autonomous software-engineering agent. On the page checked it ships pull requests the way a team does, picking up review feedback and CI results to get each PR approved and merged, with a human kept in the loop to manage the project and approve its changes. The vendor describes migration and large refactoring as the work it suits, states it can spin up a team of Devins for large tasks, and lists Cloud, Desktop, CLI, Review and Windows VM surfaces alongside integrations with GitHub, Slack, Snowflake, Databricks, Stripe and others. Nubank is the one named customer; the vendor reports that business units there completed migrations in weeks rather than months, and that it observed a doubling of task-completion scores against its own evaluation set after fine-tuning on examples that customer supplied. That evaluation is the vendor's own, not an independent one. No compliance certification, audit-trail mechanism, insurance, indemnity or outcome-linked pricing appears on the page checked.
11 fields evidenced · 44 with no public information. Every value below links to the document it came from and the date we checked it.
11 of them are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist
Trust gap
How this is scoredAre scope, spend, and authority enforced while the agent runs?
A human approval gate is stated ("A human is kept in the loop just to manage the project and approve Devin's changes"), but no enforced limit on scope, spend or authority at run time appears on the page checked.
How this gap gets closed →Is there a tamper-evident record of what it actually did?
No public evidence found. The only audit-related claim on the page checked was the four-word phrase "Complete audibility at each step", which names no mechanism and no reviewable record; it was rejected in this audit.
How this gap gets closed →Are compliance obligations attached per engagement?
No public evidence found. No certification, attestation, auditor or regulatory posture appears on the page checked.
How this gap gets closed →Does payment depend on a verified result?
No public evidence found. The page's only pricing evidence was the bare nav word "Pricing", rejected in this audit; nothing ties payment to a verified outcome.
How this gap gets closed →Can the deployment be insured, and is the customer indemnified?
No public evidence found. No carrier, cover, limit or customer indemnity appears on the page checked.
How this gap gets closed →Assurance
- Insurance available
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Insurance carriers
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Coverage limits
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Indemnification
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Liability cap
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Audit trail
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Tamper-evident log
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Explainability
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Runtime governance
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Permission scopes
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Compliance certifications
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Regulatory alignment
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Outcome-based pricing
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Settlement mechanism
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Dispute process
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- SLA terms
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Evaluation coverage
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
Agency
- Autonomy level
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Human oversight
“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
“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
“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
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Initiative
“Devin can go and complete the migration autonomously.”
devin.ai · checked Aug 1, 2026
Safety
- Safety evaluations
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Red teaming
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Safety policy
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Usage restrictions
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Model or system card
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Incident reporting
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Third-party evaluations
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Data handling
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
Practicality
- Pricing model
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Price point
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Availability
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Deployment options
“Devin Cloud Devin Desktop Devin CLI Devin Review Devin Windows VM”
devin.ai · checked Aug 1, 2026- Integrations
“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- Supported regions
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Support model
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
Foundation models
- Base models
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Model provider
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Model swappable
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Open weights
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Fine-tuning
“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- Context window
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
Ecosystem
- Protocols supported
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Tool use
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Multi-agent
“Devin can spin up a team of Devins for large tasks.”
devin.ai · checked Aug 1, 2026- API access
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Open source
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Marketplace presence
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
Impact
- User base
“Nubank”
devin.ai · 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
“Nubank was born into the tradition of centralized ETL FinServ architectures.”
devin.ai · checked Aug 1, 2026- High-risk domains
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
- Documented incidents
- no public informationdevin.ai · checked Aug 1, 2026 · source did not state this
Compared with
Side-by-side on the fields where Devin and the other entry are both on record and actually differ.