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docs: mirror agentshield fleet ticket evidence
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# AgentShield Enterprise Research Roadmap
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Generated: 2026-05-12; refreshed with May 16 AgentShield PR #87, #88, and #89 evidence.
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Generated: 2026-05-12; refreshed with May 18 AgentShield fleet-ticket and
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Mini Shai-Hulud IOC evidence.
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This is a planning artifact for the next AgentShield enterprise iteration. It
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does not modify AgentShield code. The goal is to turn the current scanner,
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`agentshield evidence-pack fleet <dirs...> [--json]`, verifies each pack through
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the inspect path, aggregates finding, policy, baseline, supply-chain, and
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remediation totals, and assigns each pack to a deterministic fleet route.
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AgentShield commit `840952a7a07f820f24081c43df656d7f7295f23b` adds
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Linear/operator-ready fleet review ticket payloads with priority, labels,
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titles, and Markdown bodies. The same commit expands current Mini
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Shai-Hulud/TanStack IOC coverage for the in-cluster Vault endpoint and
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temporary lockfile breadcrumb, with local typecheck, lint, full tests,
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`git diff --check`, and GitHub CI/Self-Scan/Action-test evidence.
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The next iteration after fleet routing should not be "add more regex rules" by
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default. ECC-Tools follow-up routing now consumes fleet summaries and surfaces
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source evidence paths in hosted findings, and the first cross-harness policy
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slice now links AgentShield fleet route target paths to harness-owner review.
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AgentShield fleet output now also emits `reviewItems` with source evidence paths
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and owner-ready recommendations for routed packs. The higher leverage move is
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durable policy export and workflow automation for routed fleet findings.
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and owner-ready recommendations plus copy-ready ticket payloads for routed
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packs. The higher leverage move is durable operator approval/readback and
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workflow automation for routed fleet findings.
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## Enterprise Gaps
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