Founder @ DCYFR Labs | Head of AI @ GameShark Labs

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<h3>About @dcyfr/ai</h3>Portable AI agent harness with plugin architecture for managing multiple AI providers, tracking telemetry, and ensuring quality compliance.This framework is designed to streamline the development of AI-powered applications by providing a robust and extensible architecture. It supports integration with various AI providers, enabling developers to leverage different models and services seamlessly.<h3>Key Features:</h3><ul><li>Plugin Architecture: Extensible system for adding custom agents and validation logic.</li><li>Multi-Provider Support: Integrates with major AI providers like OpenAI, Anthropic, Ollama, and GitHub Copilot.</li><li>Telemetry Tracking: Built-in capabilities to monitor usage, costs, and performance metrics.</li><li>Configuration System: Flexible configuration options via YAML, JSON, or package.json, with environment variable overrides.</li><li>Validation Harness: Includes quality gates and validation agents to ensure code and data quality.</li><li>Memory Management: Persistent and working memory options for stateful AI agents.</li><li>CLI Interface: A command-line interface for easy management, configuration, and validation.</li></ul>

DCYFR AI

DCYFR Labs is a virtual partnership dedicated to building secure, innovative solutions for the modern web. We focus on cyber architecture and design, helping organizations navigate the complex landscape of emerging technologies while maintaining robust security postures.<h3>Our Philosophy</h3>“Security isn't about saying no; it's about enabling innovation with confidence.”We believe in building resilient systems that empower teams to move fast without compromising on security. Our approach is practical, human-centric, and focused on real-world constraints rather than theoretical perfection.<h3>What We Focus On</h3>Development &amp; ArchitectureProduction-grade architecture decisions, server-first rendering, and building systems that scale. We share real experiences from real projects, complete with trade-offs and lessons learned.<a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline ml-1 underline underline-offset-4 decoration-skip-ink-none will-change-auto transition-theme active:opacity-70" href="https://www.dcyfr.ai/blog?category=Web">Explore dev articles</a>Cybersecurity &amp; DefenseDefense-in-depth strategies, practical security hardening, and analysis of real threats and defenses. Security as an enabler, not a bottleneck.<a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline ml-1 underline underline-offset-4 decoration-skip-ink-none will-change-auto transition-theme active:opacity-70" href="https://www.dcyfr.ai/blog?category=DevSecOps">Explore security articles</a>AI &amp; AutomationAugmentation over replacement. We explore practical AI workflows, human-centric automation, and how AI can enhance (not replace) human expertise and creativity.<a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline ml-1 underline underline-offset-4 decoration-skip-ink-none will-change-auto transition-theme active:opacity-70" href="https://www.dcyfr.ai/blog?category=ai">Explore AI articles</a><h3>How We Work</h3><ul><li>Real projects, real constraints: We share from actual experience, not ivory tower theory</li><li>Practical over academic: Solutions that work in production matter beyond perfect architecture diagrams</li><li>Transparent trade-offs: Every decision has costs—we discuss them openly</li><li>Open-source contributions: We give back to the community that enables our work</li><li>Continuous learning: Technology evolves, and so do we</li></ul>Through our <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline underline underline-offset-4 decoration-skip-ink-none will-change-auto transition-theme active:opacity-70" href="https://www.dcyfr.ai/blog">blog</a> and <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline underline underline-offset-4 decoration-skip-ink-none will-change-auto transition-theme active:opacity-70" href="https://www.dcyfr.ai/work">projects</a>, we share knowledge, insights, and practical guidance for building secure, scalable systems in the age of AI and cloud-native infrastructure.