Test an AI gateway on real agent traffic: five probes
A five-probe test plan for enterprise AI gateways: routing, guardrails, observability, policy, and cost attribution.
Guides
Do-it-with-us walkthroughs.
Build a Minimum Viable Agent Test Set That Catches Rogue Actions in Support and Finance Workflows
A minimum viable agent test set pairs technical boundaries, adversarial cases, staging red teaming, action review, and post-launch monitoring.
A Field-Test Guide for Slack Agents: Setup Time, Permission Boundaries, and Failure Modes
Treat fast agent deployment as the start of an audit: a five-point field test for setup speed, permissions, visibility, misuse, and rollback.
Test ChatGPT's bundled LibreOffice like a document pipeline, not a bloat rumor
ChatGPT's local LibreOffice is a useful document pipeline, but only if you treat it as a scoped tool, not a standing permission to roam your files.
Keep real work moving when ChatGPT is down: a 5-minute fallback audit
Treat ChatGPT downtime as a continuity test: classify tasks, map dependencies, and pre-wire fallbacks before the outage finds you.
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Stop Grading AI Agents on Their Homework: Test Behavior, Containment, and False Positives Before Real Work
Treat agent evaluation like a containment experiment: run one risky task, enforce access, log every call, and score what the sandbox caught.
Audit Work Tool Skills Before They Save—or Waste—Your Office Workflow
Before enabling a work tool skill, check its instructions, exposed tools, permissions, and prompt overhead against the manual route.
Test Your AI Agent’s Scope, Not Just Its Login: A Red-Team Harness for Drift, Data Exposure, and Memory Poisoning
Authentication proves identity, not restraint; use five post-login probes to catch scope drift, data leaks, and poisoned memory before real work.
Test AI Agent Frameworks on a Real Escalation Workflow
Use a real customer escalation ticket to test agent frameworks on tool access, approvals, audit logs, failure recovery, and handoff evidence.
Test Your AI Agent Like It Will Fail: A Shadow-Run Checklist
If your agent testing stops at happy-path demos, you are measuring optimism, not readiness; here is a shadow-run matrix for reliability, security, and business outcomes.
Build an H5N1 AI monitor that gives you a plain-language public-source brief—and knows when to stop
Start with the Geelong dead dolphin and seal: two carcasses, community fear, no H5N1 result in the supplied evidence. A constrained monitor briefs named sources, labels gaps, and stops before advice.