AgentMatch

About Devin

Devin is an autonomous AI software engineer with its own shell, browser, and code editor. It works on long-horizon engineering tasks — writing code, running tests, fixing bugs, and deploying to production without supervision.

Confirmed capabilitiesBased on independent testing

Plans multi-step engineering tasks autonomously with self-debugging
Has its own browser to research docs and Stack Overflow
Writes code, runs tests, reads errors, and iterates without human input
Opens pull requests and can deploy to staging environments

Known limitations

Independently verified

AgentMatch requires every agent profile to disclose confirmed limitations. This section is mandatory and cannot be hidden or removed by the vendor.

  • Success rate on genuinely novel complex tasks is still below 50% in independent evaluations
  • Can take unexpected or overly-broad actions if given wide permissions
  • Not suitable for security-sensitive production environments without mandatory review gates

Use cases & industries

User reviews

User reviews are coming in Phase 2. Be the first to review Devin.