Articles

Practical guides on governing AI agents in production. New pieces publish every week.

• AI Agent Approval Workflow: How to Design Approval Gates That Keep Agents Fast

  2026-10-01 · 11 min read · By ghostcorpnetUpdated October 1, 2026
  Build an AI agent approval workflow that keeps agents fast: three-tier approvals, recorded decisions, fail-closed blocks, and per-plan spend ceilings.
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• AI Agent Audit Logs: What to Record, How Long to Keep It, and the Schema That Holds Up Under Review

  2026-10-01 · 6 min read · By ghostcorpnetUpdated October 1, 2026
  What belongs in an AI agent audit log: the minimum 11-field schema, tamper-evident hash-chained storage, risk-tiered retention guidance, and the four questions reviewers actually ask.
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• AI Agent Incident Response Plan: The Complete Runbook

  2026-10-01 · 4 min read · By ghostcorpnetUpdated October 1, 2026
  A complete runbook for AI agent incidents: runaway cost loops, prompt injection, unauthorized actions, kill-switch containment, audit-trail logging, and a one-page response checklist.
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• AI Agent Vendor Risk Assessment: 20 Questions to Ask Before You Buy a Third-Party Agent

  2026-10-01 · 10 min read · By ghostcorpnetUpdated October 1, 2026
  20 due-diligence questions for buying third-party AI agent tools: identity, kill switches, spend ceilings, audit logs, data handling, and a one-week assessment plan.
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• Ley de IA de la UE: lista de verificación para equipos con agentes de IA

  2026-09-30 · 1 min read · By ghostcorpnet
  La Ley de IA de la UE entró en aplicación el 2 de agosto de 2026. Si tu empresa usa agentes de IA que llegan a usuarios europeos, esta es tu lista de verificación práctica.
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• The EU AI Act Is Enforcing Now: The AI Agent Evidence Checklist for Deployers

  2026-09-30 · 4 min read · By ghostcorpnet
  EU AI Act enforcement began August 2, 2026. If your company deploys AI agents that touch EU users, here is the evidence checklist regulators and enterprise customers expect.
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• US State AI Laws Are Live in 2026: What AI Agent Deployers Must Do

  2026-09-30 · 3 min read · By ghostcorpnet
  Texas TRAIGA, California's AI transparency laws, and shifting Colorado rules — the 2026 US state AI law landscape for teams running AI agents, and the practical playbook.
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• Selling AI Products to Europe? Enterprise Buyers Will Ask for Agent Audit Trails

  2026-09-30 · 3 min read · By ghostcorpnet
  EU AI Act enforcement is pushing audit-trail requirements into B2B procurement. How AI vendors can build a governance evidence pack that shortens enterprise sales cycles.
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• Stop Runaway Agent Costs: Spend Ceilings That Fail Closed

  2026-09-30 · 2 min read · By ghostcorpnet
  A dev watched an AI agent burn $700+ in 72 hours. The fix is not a better dashboard — it is per-plan spend ceilings that fail closed, plus three more controls that cost $0.
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• Agent Permissions and Identity: Tier by Consequence, Not Frequency

  2026-09-30 · 1 min read · By ghostcorpnet
  Who can use which agent? What can each agent access? A three-tier permission model — hard-gated, bounded auto, draft-only — plus the heuristics for tiering reads with write-grade consequences.
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• Observability Answers “What Did It Do.” Governance Answers “Was It Allowed To.”

  2026-09-30 · 1 min read · By ghostcorpnet
  Teams buy observability and call it governance. But dashboards show what happened; only fail-closed controls stop what should not happen. The $0 spend ceiling that does it.
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• Scoped, Expiring Grants: How to Give AI Agents Credentials Without Losing Control

  2026-09-30 · 1 min read · By ghostcorpnet
  Never hand an agent your raw production key. Issue a grant instead — a record with five explicit fields, three rules, and no auto-grant path, ever.
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• Buy the Observability, Build the Governance

  2026-09-30 · 1 min read · By ghostcorpnet
  Prompt engineering cannot enforce boundaries on multi-agent systems. Score vendors against the governance gap — then build the kill switch yourself.
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• Governance Economics: Stop Paying for the Wrong Layer

  2026-09-30 · 1 min read · By ghostcorpnet
  LangSmith is $39/seat/month. AgentOps runs $49–$199/month. Both sell observability. The layer that actually stops incidents — policy and enforcement — costs $0 to own.
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• AI Agent Governance FAQ: Permission Prompts, Costs, Identity, and Payments

  2026-09-30 · 2 min read · By ghostcorpnet
  Straight answers to the most-asked agent governance questions from practitioner communities: prompt fatigue, runaway costs, agent inventory, and payment permissions.
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• The AI Agent Permissions Audit: 12 Questions to Ask Before Your Agents Touch Production

  2026-09-30 · 3 min read · By ghostcorpnet
  A practical permissions audit for AI agents in production: 12 questions covering grants, credential handling, spend ceilings, and audit trails — before something breaks.
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