C6Web Projects

Building Secure,
Intelligent Web
Applications

C6Web is a collection of open-source and professional projects built on the Core 6 Values — a framework for secure, scalable, and ethically-sound AI-powered development.

Explore Projects The 6 Core Values
c6web.com — Core 6 Values Framework
01 GenAI Powered Security
02 Continuous Improvement
03 Human In Control
04 Agentic Workflow
05 Context Enrichment
06 Responsible AI
► C6 Guardrails
git clone https://github.com/victortong-git/c6-guardrails
cd c6-guardrails && ./start.sh
# Console → localhost:3634   # Gateway → localhost:8082
Latest Project

LLM Guardian

A hierarchical, agentic security system that protects LLM applications against the OWASP Top 10 for LLM Applications 2025 — delivering protection, monitoring, and review through a self-motivated guardian.

View Details GitHub Repo

Short intro demo

Foundation

The Six Core Values

Foundational principles guiding the development of secure, intelligent, and ethically-sound AI-powered web applications.

01 — GenAI Powered Security

GenAI Powered Security

Leverage generative AI to enhance security posture and proactive threat detection.

  • AI-driven vulnerability assessment
  • Automated security code generation
  • Intelligent threat response
  • Predictive security modeling
02 — Continuous Improvement

Continuous Improvement

Embrace iterative enhancement through AI-driven insights and automated feedback loops.

  • AI-powered performance analytics
  • Automated optimization suggestions
  • Continuous learning algorithms
  • Adaptive system enhancement
03 — Human In Control

Human In Control

Ensure human oversight and decision-making authority remains central in AI-powered systems.

  • Human-in-the-loop validation
  • Transparent AI decision processes
  • User consent mechanisms
  • Manual override capabilities
04 — Agentic Workflow

Agentic Workflow

Implement autonomous AI agents that can reason, plan, and execute complex tasks independently.

  • Multi-agent orchestration
  • Autonomous task execution
  • Intelligent workflow routing
  • Agent collaboration frameworks
05 — Context Enrichment

Context Enrichment

Enhance AI understanding through comprehensive contextual information and intelligent data integration.

  • Multi-modal data fusion
  • Contextual embeddings
  • Semantic understanding
  • Dynamic context adaptation
06 — Responsible AI

Responsible AI

Implement ethical AI practices ensuring fairness, transparency, and accountability in all applications.

  • Bias detection and mitigation
  • Explainable AI implementations
  • Ethical AI governance
  • Responsible data usage
Portfolio

Projects

Open-source and professional projects built on the C6Web Core 6 Values framework.

View All Projects