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AI Accountability in Regulated Technology  ·  Product Security in AI Agentic Development

Written from a practitioner perspective, across governance, product security, and regulated technology. The argument in each piece is grounded in what product teams, risk officers, and architects are navigating now, not in what the frameworks say they should be.

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AI Accountability in Regulated Technology Series complete
Article 1 of 4
The Accountability Gap
AI agents executing consequential decisions without a named owner. The gap governance frameworks describe but do not close.
Feb 2026 8 min read →
Article 2 of 4
The Map and the Territory
Governance frameworks map the terrain but do not walk it. Why the distance between policy and product is where accountability breaks down.
Feb 2026 12 min read →
Article 3 of 4
Who Owns the AI Agent?
Design-time authority, monitoring mandate, and evidentiary chain. Three conditions that determine whether accountability is real or nominal.
Mar 2026 7 min read →
Article 4 of 4
The Control Surface
Where governance actually touches an AI system. Why design time is the only moment real control can be exercised.
Mar 2026 8 min read →
Product Security in AI Agentic Development
Article 1
The Design-Time Contract
A Jira-native workflow for documenting AI agent governance before deployment. Free to use, built from the research.
Mar 2026 6 min read →
Article 2  ·  Product Security in AI Agentic Development
Have You Run Your Vibe-Coded App Against OWASP?
The OWASP Agentic Top 10 as a pre-deployment checklist. What it covers, what it does not, and why vibe-coded apps are the real risk.
Apr 2026 5 min read →
Article 3
Threat Modelling for AI Agents
Soon
Article 4
The MCP Attack Surface
Soon
Governance Intelligence
Governance Intelligence Note
When the Most Capable Model Leaks First
Capability and risk are correlated in agentic AI. The governance implications of deploying the most powerful available model.
Mar 2026 6 min read →
Governance Intelligence Note
When the Agent Acted Without a Contract
What happens when an AI agent operates without a documented governance structure. The accountability gap in practice.
Mar 2026 5 min read →
Ongoing Governance Intelligence
What DPDP Actually Gives You When an AI System Uses Your Data
Three structural gaps where your DPDP rights meet the limits of what AI regulation has resolved anywhere.
Apr 2026 7 min read →