Feedbacker

4.9easy start · #22 of 22
in Rubric Software

Free to practise onnot on record
Free trialnot on record
Well documentednot on record
Runs where you worknot on record

Feedbacker is ranked #22 of 22 in rubric software on The Geeks Club.

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The record

Current project status: The project is being redefined and rebuilt in the open, and the previous application has been retired.
Current purpose: Feedbacker is described as a workflow, governance, and assessment layer around AI for educators.
Human oversight: The maker says educators remain responsible for marks and released feedback, rather than an automated system.
Traceability: The project direction calls for inputs, criteria, transformations, suggestions, edits, and approvals to be traceable.
Institutional control: The maker says models, prompts, data handling, retention, and deployment should be governable and replaceable.
Cohort workflows: The maker says rubric-led workflows should support moderation and calibration while preserving academic judgement.
Intended context: The current homepage describes Feedbacker as a higher education project.
Open source: The maker describes Feedbacker as an open-source project by Steve Huckle.
Previous application purpose: The older About page describes the previous application as an AI-assisted formative feedback tool for higher education educators.
Previous application features: The older About page lists rubric-driven assessment, batch generation of criterion-referenced feedback, and educator control over rubrics and final judgements.
Previous application grading limit: The older About page says the application generated draft feedback and did not automate grading decisions.
Previous deployment options: The older About page says institutions could use the public deployment or self-host the application, with control over data and AI configuration when self-hosting.

Where it ranks on The Geeks Club

Best Rubric Software in 2026#22 of 22

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Sources

feedbacker.education· checked 4 Oct 2026
feedbacker.education/about· checked 4 Oct 2026