Search results

Explore mutation testing for test quality

Status: Open.

#167 In PwnKit-Labs/pwnkit;

· Darkroom4364 opened on Apr 20, 2026

[kernel-validator] Add a manual/nightly syzbot batch validation workflow using the real VM runner

ciCI/CD relatedCI/CD related

enhancementNew feature or requestNew feature or request

researchResearch tasksResearch tasks

Status: Open.

#137 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 12, 2026

[kernel-validator] Ship a maintained QEMU guest image + setup guide for VM-backed verification

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#136 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 12, 2026

[benchmark] npm-bench repeat=3: get statistically meaningful FPR

researchResearch tasksResearch tasks

Status: Open.

#121 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 12, 2026

[benchmark] Portswigger 0/10: investigate likely environment issue

researchResearch tasksResearch tasks

Status: Open.

#120 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 12, 2026

[research] Dynamic triage routing: learn per-finding layer selection (paper-novel contribution)

researchResearch tasksResearch tasks

Status: Open.

#113 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 11, 2026

XBOW: run diverse models via OpenRouter to close the 93→97% gap

benchmarkScore improvement and benchmark workScore improvement and benchmark work

Status: Open.

#107 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 10, 2026

v0.6.0 FP moat ablation: 3 vs 3 vs 2 on stubborn 14 — limit=50 re-run plan

researchResearch tasksResearch tasks

Status: Open.

#72 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 6, 2026

research: joint paper plan — agentic exploitation as a labeling oracle

researchResearch tasksResearch tasks

Status: Open.

#67 In PwnKit-Labs/pwnkit;

· peaktwilight opened on Apr 6, 2026