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Scored across 6 tools
The tools mostly target distinct data sources: vulnerability board, logs, dependencies, Kubernetes events, CI/CD pipelines, and Prometheus metrics. The only mild overlap is between triage_vulnerabilities and scan_dependencies, which both concern vulnerabilities but differ in action and source. Descriptions help differentiate them, so confusion is unlikely but possible.
The tool names mix snake_case and kebab-case delimiters (e.g., triage_vulnerabilities vs get-kubernetes-events), and some use imperative verbs while others use a get_ prefix. The meanings remain readable, but the set is not consistently formatted. This inconsistency is noticeable though not chaotic.
Six tools is a well-scoped set for an AI DevSecOps agent covering vulnerability triage, dependency scanning, log search, Kubernetes events, pipeline status, and Prometheus metrics. Each tool earns its place without redundancy or excessive breadth. The count fits the investigative, read-oriented purpose.
The surface covers key incident and security investigation areas: CVEs, dependency scans, logs, Kubernetes events, CI/CD status, and SLI/SLO metrics. Minor gaps remain, such as fetching trace details despite search_logs returning trace IDs, or querying alert/incident state directly. These can be worked around or handled by adjacent systems, so coverage is mostly complete.