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Hi, I'm Dani

Solution Architect and security practitioner based in Canberra, Australia. I spend my days designing systems for complex, regulated environments and my mornings building products I wish existed.

What I'm focused on

AI governance — specifically the gap between how autonomous AI agents are being deployed and the governance infrastructure that doesn't yet exist for them. Most governance frameworks were built for AI that advises. I'm interested in AI that acts: agents that initiate transactions, call APIs, and take consequential actions at machine speed without a human in the loop at the point of execution.

That interest runs across three tracks simultaneously:

Building — Valkurai, a financial firewall for autonomous AI agents. Every agent transaction through three gates: identity, policy, and intent. Before a single cent moves.

Contributing — OWASP AI Exchange and AISVS, where I'm contributing practitioner requirements around agentic agent identity, pre-execution policy enforcement, and audit trail standards for financial contexts. Also engaging with Standards Australia's IT-043 AI mirror committee ahead of the SC 42 Sydney Plenary in October 2026.

Writing — A public series on what AI governance actually looks like for autonomous systems in high-risk environments. Not the theory. The architecture underneath it.

Background

  • Solution architecture and digital modernisation across government, regulated enterprise, smart cities, and IoT — environments where getting it wrong has real consequences
  • CISSP · AWS Solutions Architect · CISA (in progress) · ISO 42001 Lead Auditor (in progress)
  • Deep interest in the intersection of security architecture, AI governance standards, and what responsible deployment of autonomous systems actually requires in practice

Open source

  • Financial governance spec for AI agents — contributing to the gitagent-spec and related standards under github.com/valkurai/gitagent-spec (Apache 2.0)
  • SDK wrappers for LangChain, CrewAI, OpenAI, and Anthropic under github.com/valkurai
  • OWASP AISVS contributor — proposed requirements for agentic identity, financial policy enforcement, and audit trail standards

Find me

  • valkurai.com — AI agent financial firewall
  • LinkedIn — active series on AI governance for autonomous systems in regulated industries
  • Canberra · she/her

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