Change Guardian
An AI-driven IT dependency analysis tool that cross-validates data from multiple sources to discover dependency links missing from the CMDB, computes the true blast radius and generates remediation recommendations.
Timeline (last 90 days)
Change Guardian is an AI agent that discovers undocumented IT dependencies by cross-validating data sources from multiple real tools and shows the true blast radius.
Change Guardian was completed at the Graph Hacks 2026 hackathon with support from WeMakeDevs and FalkorDB.
Change Guardian stores CMDB-declared edges and evidence-observed edges in the same FalkorDB graph, discovering hidden dependencies through the difference between two traversals (declared edges only vs. declared plus observed edges).
Change Guardian's drift detection is done by precise graph checks, and compared with the author's benchmark answers it found all 109 planted issues with no false positives, including correctly not flagging 4 backup links that looked broken but were actually normal.
Change Guardian's AI agent selects steps from 18 graph tools, with tool calls provided via MCP (Model Context Protocol), so MCP-compatible AI applications can use the same set of graph tools.
Each Change Guardian agent investigation costs less than half a cent, and modifications to the CMDB itself always wait for human approval.
Change Guardian stores human-approved or rejected findings in the agent's own memory graph (a separate graph in FalkorDB), so later reviews can reuse past judgments.
All Facts (7)
Change Guardian's drift detection is done by precise graph checks, and compared with the author's benchmark answers it found all 109 planted issues with no false positives, including correctly not flagging 4 backup links that looked broken but were actually normal.
50%UnverifiedChange Guardian stores human-approved or rejected findings in the agent's own memory graph (a separate graph in FalkorDB), so later reviews can reuse past judgments.
50%UnverifiedChange Guardian stores CMDB-declared edges and evidence-observed edges in the same FalkorDB graph, discovering hidden dependencies through the difference between two traversals (declared edges only vs. declared plus observed edges).
50%UnverifiedChange Guardian is an AI agent that discovers undocumented IT dependencies by cross-validating data sources from multiple real tools and shows the true blast radius.
50%UnverifiedChange Guardian's AI agent selects steps from 18 graph tools, with tool calls provided via MCP (Model Context Protocol), so MCP-compatible AI applications can use the same set of graph tools.
50%UnverifiedEach Change Guardian agent investigation costs less than half a cent, and modifications to the CMDB itself always wait for human approval.
50%UnverifiedChange Guardian was completed at the Graph Hacks 2026 hackathon with support from WeMakeDevs and FalkorDB.
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