# Six Degree > Live System Intelligence for Engineering Teams ## Overview Six Degree builds a live ontology of code, infrastructure, and tools so AI and teams can understand what's actually running in real-time. We eliminate knowledge silos, accelerate development velocity, and reduce incident response time. ## Core Capabilities ### Unified Search Query across GitHub, Jira, Slack, and production systems from a single interface. Eliminate context switching. ### Dependency Intelligence Understand service dependencies, blast radius, and team ownership before deploying changes. ### Accelerated Onboarding Reduce ramp time for new engineers from weeks to days with instant access to system context and ownership. ### Living Documentation Auto-generated, always-current documentation that reflects your actual infrastructure state. ### Institutional Knowledge Capture Surface critical Slack discussions, design decisions, and tribal knowledge linked directly to code. ### LLM Agnostic Works with OpenAI, Anthropic, xAI, Ollama, or self-hosted models. Your data stays in your infrastructure. ## Key Benefits - **Reduce MTTR**: Cut incident resolution time by 70%. Instantly find affected services, recent changes, and on-call owners during outages. - **Accelerate Deployment Velocity**: Ship with confidence. Understand impact scope, dependencies, and team ownership before pushing to production. - **Scale Engineering Teams**: Maintain productivity as you grow. New engineers become productive faster with comprehensive system context. ## Integrations Six Degree integrates with your existing toolchain including: - GitHub - GitLab - Jira - Vercel - Kubernetes - Slack - Grafana - ArgoCD - PagerDuty - FOSSA And dozens more... ## AI Models Supported - OpenAI - Anthropic - xAI - Ollama ## Target Audience - Engineering teams struggling with system complexity - Organizations experiencing knowledge silos - Teams looking to reduce incident response time - Companies scaling engineering organizations - Teams adopting AI tools for development ## Latest Blog Posts ### From Dashboards to Conversations: Conway's Law in the AI Era Traditional UIs mirror organizational silos. Conway's Law stands between you and your outcomes. Read more: https://sixdegree.ai/blog/dashboards-to-conversations-conways-law ### Why LeetCode Was Always a Dumb Idea - And AI Is Finally Killing It LeetCode never tested real engineering skills, and AI has finally exposed its fundamental flaws as a hiring filter Read more: https://sixdegree.ai/blog/leetcode-is-dead ### Introducing Six Degree - Your AI Can Finally Understand Your Systems Introducing Six Degree - the platform that helps AI and teams understand your infrastructure in real-time Read more: https://sixdegree.ai/blog/welcome-to-sixthdegree ## Contact Website: https://sixdegree.ai GitHub: https://github.com/6thdegree Blog: https://sixdegree.ai/blog ## Additional Resources - Blog: Insights on AI, infrastructure, and engineering systems - Schedule a Demo: Learn how Six Degree delivers measurable ROI --- Last Updated: 2026-01-09