Grading Infrastructure · The Last Mile
Clearing a Ten-Thousand-Submission Backlog Without Losing the Human Behind the Grade
A two-person grading team facing a ten-thousand-submission backlog didn't need more hands, it needed a new approach. TDG built a grading platform blending deterministic and LLM-graded modes, shipped as a working MVP over a single weekend while the backlog was still active.
~10,000Submissions in the backlog
One WeekendThree-month build, shipped as an MVP
100%Grades finalized by a human
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