Blog · From the TapPass team

Field notes on governing agents. Written while we build the authority layer.

Essays on running AI agents inside your rules: runtime security, the EU AI Act, MCP, agent identity, and the record your auditor will ask for.

✓29 posts · newest September 30, 2026

LatestEU AI Act8 min read

Europe Just Published Its First AI Quality Standard. Here's the Part It Can't Enforce.

EN 18286 turns Article 17’s quality-management obligation into an auditable framework. A management system proves you designed the right process. It cannot prove your agents behaved that way at runtime.Jens Bontinck · Read the post
All posts

Every field note. Newest first.

Compliance9 min read

The 72-Hour Clock, for an AI Incident

Article 33 starts counting from awareness, not from certainty. What you need at hour one when the subject is an agent, and why debugging telemetry cannot answer it.
OT operations8 min read

Agents on the Plant Floor

OT governance is not IT governance with different nouns. Rollback does not exist, the safety case is a legal artefact with decades of precedent, and latency is a correctness property.
Sovereignty8 min read

Where Your Agent’s Data Actually Goes

“EU-only” is a claim about one hop. A single agent request makes six. The map, hop by hop, and the two that leak most often.
Threat model8 min read

What the MCP Boundary Actually Exposes

An MCP server is a privilege boundary and the ecosystem treats it like a plugin directory. Three things cross it, not one, and each is a different risk.
Runtime governance7 min read

Runtime Is Where Agent Security Gets Real

A valid credential doesn’t make a live action valid. Runtime governance enforces agent actions inline, before they complete, and it’s becoming its own security category.
Least privilege8 min read

Give Your Agents Less. On Purpose.

Everyone is racing to give AI agents more power. The hard problem is giving them less. Precisely less. Least privilege for capabilities and instructions, plus progressive authority.
AI security10 min read

AI-Powered Cybersecurity Meets AI Governance

AI is transforming cybersecurity. But who secures the AI doing the securing? When your security tools are autonomous agents, they need governance too.
Compliance13 min read

Securing AI Agents in Regulated Industries

When a bad AI decision has a dollar figure, a patient outcome, or a legal liability attached, security is not optional.
Observability11 min read

Real-Time Monitoring for AI Agents: Beyond Dashboards

Dashboards were built for human-speed decisions. When AI agents process 200 cases per hour, you need monitoring that can keep up.
AI security12 min read

AI Security in 2026: What CISOs Actually Need

The AI security landscape shifted from model safety to agent governance. Here is what matters now.
Standards11 min read

The IETF Just Published an AI Agent Auth Framework. Here's What It Gets Right.

draft-klrc-aiagent-auth-00 proposes SPIFFE, OAuth 2.0, and WIMSE for agent identity. A technical reading of what it means and what it misses.
Framework12 min read

An AI Agent Risk Assessment Framework for Security Teams

Five risk categories, weighted scoring, and go/no-go criteria. A practical framework for evaluating AI agents before production deployment.
Governance10 min read

Cloud Security's Lessons for AI Governance: What We Already Learned Once

Every AI governance mistake was already made with cloud. Shadow IT, shared credentials, missing audit trails. The playbook exists.
Framework12 min read

The CISO AI Readiness Score: A Self-Assessment Framework

8 dimensions, scored 0-4. A practical framework to measure where your organization stands on AI agent governance.
EU AI Act11 min read

EU AI Act Compliance: What You Should Be Doing Right Now

Enforcement starts August 2026. Here is what to do before the deadline.
Architecture10 min read

Designing Auditable AI Agents from Day One

Most teams retrofit auditability. Here are five design principles for agents that generate compliance evidence as a byproduct.
Architecture10 min read

Why Your AI Agent Needs an Identity, Not Just an API Key

Shared API keys mean you can't tell agents apart. Here is what real agent identity looks like.
Business case9 min read

The Cost of Waiting: What Happens When AI Governance Comes After the Incident

Three scenarios. Three cost calculations. The math is clearer than you think.
Compliance11 min read

DORA and AI: What Financial Services Need to Know

DORA treats AI agents as ICT assets. Operational resilience testing, incident reporting, third-party risk.
Security10 min read

Zero Trust for AI Agents: What Least Privilege Actually Means

Least privilege for humans is well understood. For AI agents, it barely exists.
Threat model10 min read

Prompt Injection Is Not an AI Problem. It's an Agent Problem.

The real risk is not making the model say bad things. It's making the agent do bad things.
Governance9 min read

AI Governance Is Not AI Ethics

Ethics is about what you should build. Governance is about what you can prove you controlled.
Deep dive12 min read

Sandboxing AI Agents: Why Isolation Alone Is Not Enough

Kernel sandboxes lock down the process. Policy governs what the agent is allowed to do.
EU AI Act11 min read

EU AI Act Article 14: What Human Oversight Actually Requires

Everyone knows they need "human oversight." Almost nobody agrees on what that means.
Organization9 min read

Shadow AI Is a Governance Problem, Not a Security Problem

Your teams are deploying AI agents without telling security. You need a governed path that's faster than going around you.
Compliance11 min read

What Your AI Audit Trail Is Missing

Most teams log prompts and token counts. When the auditor asks what happened, the answer is incomplete.
Threat model10 min read

AI Agent Security Is Not LLM Security

The threat model is fundamentally different from securing a language model.
Governance12 min read

The Governance Gap: Why AI Agent Security Requires a New Category

AI agents are deploying faster than governance can keep up. Here's what needs to change.

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