An 11-case manual validation matrix confirms DebugTracker records the debugging process across Python, TypeScript, and Java tasks and three operating systems¶
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Evidence · 1 study · designr2·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2029: tool and model accuracy changes quickly
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? A manual validation matrix of 11 documented cases covers packaged VSIX installation, Windows/macOS/Linux wrappers, Evaluation Mode on Python, TypeScript, and Java tasks, Training Mode feedback, AI-coach guidance, image evidence, instructor-side report generation, and the missing-debugger warning. → Jiatong Liu 2026
Evidence¶
Jiatong Liu 2026¶
Jiatong Liu, Xue Yao, Zehua Zhang, and Yongqiang Tian. (2026). DebugTracker: Lightweight Process Evidence for Classroom Debugging. Companion Proceedings of the 2026 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity (SPLASH Companion '26). https://doi.org/10.1145/3837729.3840500
q2 · i? · design · r2
Manual engineering validation of the packaged artifact across platforms and languages; the article reports "a manual validation matrix of 11 documented cases". No effect size is printed.
"A manual validation matrix of 11 documented cases covers cases not exercised by the unit tests: packaged VSIX installation; Windows, macOS, and Linux task wrappers; Evaluation Mode on the Python, TypeScript, and Java tasks; Training Mode feedback; AI-coach guidance; image evidence; instructor-side report generation; and the missing-debugger warning."
Discussion¶
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Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
debugtracker-11-case-manual-matrix-cross-language |
title |
An 11-case manual validation matrix confirms DebugTracker records the debugging process across Python, TypeScript, and Java tasks and three operating systems |
description |
An 11-case manual validation matrix confirms DebugTracker records the debugging process across Python, TypeScript, and Java tasks and three operating systems |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
recheck_by |
2029 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — jiatong-liu-2026 |
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