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EvaluationExperimentalMCP
inkog
by inkog-io
CLI pre-flight security and prompt checks for AI agents
Go
Updated Sep 16, 2026
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Overview
Performs pre-flight security and safety checks on agent code and prompts before deployment. Runs static analysis, prompt-injection checks, and policy validations to surface OWASP-LLM top risks and compliance issues. Provides a CLI-focused workflow in Go so teams can include agent checks in CI pipelines and pre-production gates.
The Value Proposition
As agents act autonomously and delegate tasks, catching security and prompt vulnerabilities early prevents cascading failures and trust loss. Inkog fills the gap between development and deployment by making agent-specific SAST and prompt checks part of the release flow. That makes continuous agent evaluation practical for teams shipping multi-agent services and wanting reproducible, audit-ready pre-deployment checks.
Target Use Cases
DevSecOps and engineering teams who need automated pre-production checks for agent code, prompts, and compliance before deployment.
How It's Used
- Scan agent repositories and prompts in CI to block unsafe or non-compliant deployments
- Detect prompt-injection and common OWASP-LLM issues before agents are released
- Integrate agent security checks into pre-deployment gates for compliance with EU AI Act or internal policies
Topics
agent-testingagentic-aiai-agentai-securityclicompliancedevsecopseu-ai-actgolangllm-security+8 more
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Keywords
pre-production agent testingmulti-agent trustagent-to-agent evaluationsast