From Infrastructure to Open Source: Lessons Learned Building 4 Security & Automation Tools

Short summary

A sysadmin-turned-developer shares lessons from building four open-source security and automation tools: AI-Gateway for AI API policy management, AffectGuard-HRI for edge robot safety, ProofByte for cryptographic audit trails, and AutoGov for workflow governance. Each project highlights a key lesson about context-aware security, edge efficiency, cryptographic validation, and baking compliance into infrastructure. The post is largely a portfolio showcase inviting community engagement.

• •Four open-source tools covering AI gateway security, edge robotics safety, audit trails, and workflow governance
• •Key lessons emphasize context-aware policy, edge efficiency, and compliance-by-default
• •Post is primarily a self-promotional portfolio overview

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