Devgraph.ai | Ontology engine for AI and engineers is an AI-powered ontology engine that continuously maps your code, infrastructure, tickets, and conversations into a live knowledge graph, grounding LLMs and automation with real-time context from GitHub, Jira, Slack, Kubernetes and dozens of developer tools; teams use it to run one unified search across their stack, perform impact analysis before deploys, speed onboarding, surface tribal knowledge, and enable AI agents to answer questions or take actions reliably (supports any LLM, MCP, and self‑hosted/air‑gapped deployments).