NEW

Start with the pressure: sales, launch, abuse, agents, data, or guardrails

SCN-04

AI Scanner and Conventional AppSec

AI-native analysis extends conventional code scanning by following prompts, retrieval, tools, agents, and authority through application logic.

comparison

SCN-04

AI Scanner and Conventional AppSec

AI-native analysis extends conventional code scanning by following prompts, retrieval, tools, agents, and authority through application logic.

Comparison of conventional application security analysis and AI-native analysis across code, prompt, retrieval, agent, tool, and authority relationships.

BEFOREConventional AppSec coverageCode and dependency weaknessesConfiguration and secret exposureApplication data flowWeb and API behaviorAFTERAI-native extensionPrompt and instruction boundariesRetrieval and provenanceAgent and workflow compositionTool and MCP invocationDelegated identity and authorityQUALIFIED INTORESPONSIBLE COMPARISONExtends rather than replaces AppSecClaims remain capability-specificNo claim that every conventional scannerlacks AI coverage