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.

52 8 +1/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 4

Star & Fork Trend (29 data points)

Stars

Forks

Multi-Source Signals

GitHub

stars 52

forks 8

Growth Velocity

QWED-AI/qwed-verification has +1 stars this period . 7-day velocity: 4.0%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric	qwed-verification	optunahub-registry	dislib	reshapr
Stars	52	52	52	52
Forks	8	56	26	6
Weekly Growth	+1	+0	+0	+1
Language	Python	Jupyter Notebook	Python	Java
Sources	1	1	1	1
License	Apache-2.0	MIT	Apache-2.0	Apache-2.0

Capability Radar vs optunahub-registry

qwed-verification

optunahub-registry

Maintenance Activity 100

Last code push 0 days ago.

Community Engagement 77

Fork-to-star ratio: 15.4%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 100

+1 stars this period — 1.92% growth rate.

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.