Cost cap bypass via zero-cost model fallback
Published Sep 15, 2026 · Updated Sep 15, 2026
Cost guardrail bypass in dep0we atomic-agents-stack before 1.1.0 allows remote attackers to exceed daily caps through parallel batches. The _estimate_batch_cost function uses an empty pricing record for an unknown model, calculates a zero reservation, and makes _check_batch_reservation skip the only pre-batch cap reservation. Exploitation requires enabled cost guardrails and a daily cap, an unknown model identifier, and a parallel helper or delegate batch; the resulting spend can exceed the configured limit.
Summary
What happened
Cost guardrail bypass in dep0we atomic-agents-stack before 1.1.0 allows remote attackers to exceed daily caps through parallel batches. The _estimate_batch_cost function uses an empty pricing record for an unknown model, calculates a zero reservation, and makes _check_batch_reservation skip the only pre-batch cap reservation. Exploitation requires enabled cost guardrails and a daily cap, an unknown model identifier, and a parallel helper or delegate batch; the resulting spend can exceed the configured limit.
The record
- CVE
- CVE-2026-91987
- Published
- Sep 15, 2026
- Updated
- Sep 15, 2026
- Vendor
- dep0we
- Product
- atomic-agents-stack
- Classifications
- CWE-770, T1496
- Attack vector
- network
- Privileges
- unauthenticated
Timeline
How it unfolded
- Sep 15, 2026CVE publishedPublication date reported by the CVE source.
- Sep 15, 2026Record updatedLatest update available in the CVE record.
Exploitability
Present is not the same as exploitable
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Is a vulnerable build present?
Compare these published version ranges with your installed build and any vendor patches.
- Affected versionversion=0 <1.1.0
What conditions does exploitation require?
What is affected?
Published CVSS scores
CVSS describes severity. EPSS estimates exploitation probability.
Attacks
What attackers are doing with it
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Weakness, pattern, technique
Public exploit references
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Technologies
Your stack
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Your stack
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