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AI governance articles
Every article we have written on AI governance, newest first. Written by the engineers who build these systems, for the people deciding what to build.
8 articles
AI governanceAn Audit Trail for AI Agents That Holds Up: Append-Only Logs, Hash Chains and What Regulators Ask For
An AI agent audit trail records every proposal, policy decision, approval and action in an append-only, hash-chained log that shows any edit or deletion.
30 Oct 202610 min
AI governanceAn AI Governance Framework for a Mid-Size Company: What You Need Before Your First AI Agent
A mid-size company needs a one-page AI governance framework per agent: owner, authority map, risk tier, approvals, logs, tests, a kill switch and a review date.
30 Oct 202611 min
AI governanceEU AI Act Articles 12 and 14 for AI Agents: Logging and Human Oversight in Practice
Article 12 makes high-risk AI log events automatically; Article 14 requires people who can understand, override and stop it. Both apply from 2 December 2027.
30 Oct 202611 min
AI governanceOWASP Top 10 for Agentic Applications (2026), Explained With a Fix for Each Risk
The OWASP Top 10 for Agentic Applications lists ten risks, ASI01 to ASI10, for AI agents that plan and act. Each one in plain words, with a fix you can build.
30 Oct 202610 min
AI governanceShadow AI Agents: How to Find the Agents Your Company Doesn't Know It Runs
Shadow AI agents are automations that call AI models with real access but no owner on record. Find them in egress logs, OAuth grants, repos, laptops and spend.
30 Oct 202610 min
AI governanceSingapore's Model AI Governance Framework for Agentic AI: A Practical Checklist for Deploying Agents
Singapore's agentic AI framework is voluntary and asks four things: bound the risk, keep humans accountable, test and monitor, inform users. The checklist.
30 Oct 202611 min
AI governanceWhy 40% of Agentic AI Projects Get Cancelled, and the Governance Decisions That Keep Yours Alive
Agentic AI projects get cancelled for cost, unclear value or weak risk controls. Six governance decisions made in week one keep a pilot alive past month four.
30 Oct 202610 min
AI governanceHuman in the Loop AI Agents: Building Reviewed Write Queues
A human in the loop AI agent stages state-altering changes in a review queue, running reads at machine speed while operators approve writes.
22 Oct 20266 min
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