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Trigger.dev — agentic threat model

8.1AIVSS 8.1 · High

Trigger.dev is a powerful background job and workflow orchestration platform. Its primary risk stems from executing arbitrary developer-defined code (Node.js) and managing sensitive API secrets, making it a high-value target for remote code execution and credential theft if compromised.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.4AARS uplift 0.64Factor sum 4.0/10Threat ×1.0Mitigation ×0.9
Autonomy of Action
0.60
Goal-Driven Planning
0.40
Self-Modification
0.10
Dynamic Tool Use
0.70
Persistent Memory
0.50
Contextual Awareness
0.30
Dynamic Identity
0.40
Multi-Agent Interactions
0.30
Non-Determinism
0.50
Opacity & Reflexivity
0.20

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — Trigger.dev is an orchestration platform and does not host or provide its own foundation models; model-level threats like adversarial examples or data poisoning depend entirely on the external LLMs integrated by the developer.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — Trigger.dev manages job payloads and state but does not natively define vector stores or RAG data operations. The primary risk here is the exposure of sensitive data passing through job arguments and outputs.

L3 · Agent Frameworks✓ mapped

Trigger.dev acts as the orchestration framework, executing asynchronous Node.js code and managing task state. Vulnerabilities here include insecure tool integration, arbitrary code execution via compromised SDKs, and workflow logic manipulation.

L4 · Deployment & Infrastructure✓ mapped

As a background job runner with 'no timeouts' and Node.js SDK execution, the infrastructure layer is highly critical. Threats include container escape, resource exhaustion, and unauthorized access to environment secrets used for integrations.

L5 · Evaluation & Observability✓ mapped

Provides real-time monitoring and streaming support. The primary threat is logging sensitive data (PII, API keys) in job logs, or blind spots if monitoring fails during long-running asynchronous tasks.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — While open-source and supporting self-hosting, specific enterprise compliance controls (like SOC2, RBAC, or fine-grained IAM) are not detailed in the directory listing.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — Trigger.dev orchestrates workflows but does not explicitly define a multi-agent marketplace or autonomous agent-to-agent negotiation ecosystem.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).