Domains / Software engineering

Software engineering, 5,100+ experts.

Working engineers who ship production code, writing and checking tasks a model has to actually solve.

015,100+experts

Working engineers who ship production code. They write and review agentic coding tasks, repo-level bug fixes and terminal environments that a model has to actually solve.

Degree coverage

1,900+ computer science degrees
1,000+ computer engineering or IT degrees
770+ master's, 150+ PhDs

Work we staff

Agentic coding tasksTerminal and repo environmentsCode review and grading

Typical engagements

Agentic coding tasks built on real repositories, with tests that decide pass or fail.
Terminal environments with verifiers, stress-tested against shortcut solutions.
Review and grading of model-written code against a rubric you agree with us.

Counts are experts in our network whose resume shows a degree, a role or real experience in the domain, or who applied in it, so one person can count in more than one domain. Degrees count only when completed. Read from their resumes, as of September 2026; every figure is rounded down.

How We Work

From first call to production, one team.

Scope

You talk to the people who will build it. We agree the task spec, the quality bar and how we'll measure it.

Pilot

A small paid batch you can grade yourself. We fix what you flag before anything scales.

Scale

The same vetted experts, more of them, with review layers and regular reporting.

Trust

01Signed agreementsEvery contributor signs a contributor agreement, a confidentiality agreement and a code of conduct before seeing any project material.
02Identity checksGovernment ID and selfie verification for the experts on your project when your work needs it, so you know who is doing it.
03Confidential by defaultProject material we host is visible only to the experts on that project, behind their own sign-in.
04A person answersExperts and clients reach a named person on our team, not a ticket queue.

Next step

Tell us what you need

A researcher on our team reads every message and replies personally.

Talk to a researcher ↗

Expert in software engineering? See the work →