QV

QWED-AI/qwed-verification

AISecOps (AI Security Operations) framework for deterministic verification of AI systems. QWED verifies LLM outputs using math, logic, and symbolic execution — creating an auditable trust boundary for agentic AI systems. Not generation. Verification.

51 7 +0/wk
GitHub
ai-accuracy ai-safety ai-security aisecops code-security deterministic-ai enterprise-ai formal-verification generative-ai hallucination hallucination-detection llm-safety
Trend 3

Star & Fork Trend (28 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

QWED-AI/qwed-verification has +0 stars this period . 7-day velocity: 2.0%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric qwed-verification Image-AI-Generator-2026 Essentia-to-Metadata reshapr
Stars 51 515151
Forks 7 056
Weekly Growth +0 +0+1+0
Language Python N/APythonJava
Sources 1 111
License Apache-2.0 MITMITApache-2.0

Capability Radar vs Image-AI-Generator-2026

qwed-verification
Image-AI-Generator-2026
Maintenance Activity 100

Last code push 0 days ago.

Community Engagement 69

Fork-to-star ratio: 13.7%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 95

Licensed under Apache-2.0. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.