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CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
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CVSS VectorVendor: VulnCheck
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5DescriptionCVE.org
atomic-agents-stack before 1.1.0 contains a cost-guardrail bypass in the _estimate_batch_cost function that returns zero cost for unknown models not in the pricing table. Attackers can configure deployments with unknown model identifiers to bypass daily cost caps and exceed budget limits in parallel batch operations.
AnalysisAI
Cost-guardrail bypass in atomic-agents-stack 1.0.0 and earlier lets a caller run parallel helper/delegate batches with a model identifier that is absent from the hardcoded pricing table, causing the per-batch reservation to be calculated as $0.00 and silently skipped. Because the reservation is the only defense against the documented fan-out race — where every parallel worker reads the same pre-batch on-disk cost total and each individually passes the cap check — a single batch can blow past a configured daily_cap_usd budget that the operator believes is enforced. …
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-78658
GHSA-gpqc-jrqh-x9xp