Code Review & Debugging
Senior engineers who review model-written code, find bugs and explain what is wrong, so models learn from precise feedback.
Industry
Code Review
Timeline
Pilot batch first
Platform
Multi-language
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Experts Assessed
Percent of experts assessed before joining a project.
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Point of Contact
Point of contact for sourcing, quality and delivery.
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Review Layers
Layers of review on every batch.
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Task Types
Core task types: code review, bug fixing, prompt writing and rubric grading.
Teams ramp quickly and scale up or down as your training needs change.
The Ompliify quality standard
How we engage
Good code review is a skill: spotting the real bug, explaining why it matters and suggesting a fix. Models learn far more from precise, expert feedback than from a thumbs up or down.
We place senior engineers with broad experience across languages and codebases, and assess them on review tasks before they join a project.
Typical work includes reviewing generated code, locating and explaining bugs, proposing fixes, ranking alternatives and writing feedback that follows your guidelines.
Reviewers are tested on real review tasks.
A second reviewer checks the feedback itself.
Guidelines are calibrated on a pilot before scaling.
Capacity flexes with your schedule.
We measure agreement between reviewers and use it to keep feedback consistent and useful.
Tell us the languages and review style you need and we will scope a pilot batch and the team.
More Expertise
