AI assessment for React developers
Rubric-graded, human signed-off. Not a quiz generator.
Free plan - no card required.
Scorafy is the assessment-feedback layer for React and front-end bootcamps. It reads a learner's actual project submission - component code, written design notes, a recorded walkthrough or uploaded files - then scores it against your own rubric with cited evidence pulled straight from the work. An instructor reviews every result and signs off before it is recorded, so no judgement is made by software alone. It is not a unit-test runner, an LMS or a code auto-grader - it reads the submission the way an instructor would and handles the grading and feedback alongside the tools you already use.
What you assess for React development skills
- Component design and state management, including when a learner reaches for local state, context or a store and whether the choice is justified
- Handling side effects and data fetching correctly, including loading, error and empty states rather than only the happy path
- Accessibility and semantic markup, including keyboard navigation and correct use of roles and labels
- Code structure and reuse, including how the learner breaks a feature into components and avoids needless duplication
- A spoken or written walkthrough of design decisions, where the learner explains the trade-offs they made and why
A worked rubric criterion
You define the criteria and levels. Scorafy grades each answer against them, with the evidence.
Criterion
Manages component state and side effects in a small React feature
Why a quiz won't cut it
A multiple-choice quiz can confirm a learner knows what useEffect is, but it cannot show whether they would build a feature that handles real-world state, errors and edge cases. Front-end skill lives in the choices - how they structure components, why they picked one state approach over another, how they reason about a bug. That only shows up in the actual code and in how the learner explains it. Scorafy grades that open-ended evidence against your rubric, so you assess the engineering judgement, not the recall.
Written, video, audio or file
A recorded walkthrough adds a lot for React work because explaining your own code is half the skill. A learner can upload a screen recording where they talk through their component structure and the decisions behind it, plus the code files and a written design note. Scorafy reads the code and the walkthrough against your rubric, so a learner who reasons clearly on camera is assessed on that reasoning, not penalised for writing a short README.
A qualified person signs off
Scorafy drafts the scoring against your rubric and references the evidence. A qualified assessor reviews every result, overrides anything, and finalises it. The AI score is kept alongside the human-final score as an audit trail, so no decision is solely automated and every result can be explained.
Compliance and defensibility
Bootcamp results affect whether a learner is signed off as job-ready, so the human check matters. Scorafy is built compliance-first under the GDPR and the EU AI Act. An instructor reviews and signs off every result - there is no solely-automated decision about whether a learner has met the standard. Every score keeps an audit trail showing the evidence cited and the instructor who confirmed it, which is what you show learners, lead instructors or an accreditation body when a result is questioned.
Frequently asked questions
Does Scorafy run my learners' React code or unit tests?
No. Scorafy is not a test runner or auto-grader. It reads the submitted code and any walkthrough as evidence against your rubric, cites what supports each judgement, and an instructor reviews and signs off. If you need automated test execution, run that separately and assess the wider work in Scorafy.
Can it assess a recorded walkthrough of a project, not just the code?
Yes. A learner can upload a screen recording explaining their component design and decisions. Scorafy assesses the walkthrough alongside the code against your rubric and cites the moments that support each score, then an instructor confirms it.
Does software decide whether a learner passes the project?
No. Scorafy drafts the scoring against your rubric and shows its reasoning, but an instructor reviews, can override any score, and signs off before the result is recorded. No pass decision is made by software alone.
Is Scorafy an LMS for our bootcamp?
No. Scorafy is the assessment-feedback layer. It grades open-ended project work and gives feedback against your rubric, and it works alongside whatever LMS or cohort tools you already run.
See it on your own rubric
Start free, build one rubric, and run a real submission through it before you decide.