Show HN: Inkog – Pre-flight check for AI agents (governance, loops, injection)

Inkog addresses a gap in the local LLM tooling ecosystem by providing automated pre-flight checks for agentic systems. Rather than relying on developers to manually identify security risks, this tool scans agent configurations for common vulnerabilities including prompt injection vectors, infinite loop conditions, and policy violations.

For practitioners deploying agents locally, Inkog offers validation before pushing to production. The tool likely analyzes tool definitions, system prompts, reasoning patterns, and guardrails to identify exploitable gaps. This is particularly valuable for self-hosted deployments where you don't have the safety infrastructure of enterprise API providers.

The Inkog project represents the emerging ecosystem of governance tools specifically designed for local LLM deployments. As agentic systems become more autonomous and capable, pre-deployment scanning becomes an essential part of the development pipeline for any organization serious about reliable, secure AI systems.

Source: Hacker News · Relevance: 8/10