Three Egress Checks to Stop Your Local Agent From Hitting Live Sites
Local agent harnesses need egress controls outside the model: deny public IPs, allowlist fetch methods, and fail hard on mock errors.
Briefings
Audit Agent Code Execution: Prove Sandbox, Rotate Secrets
If generated code can inherit production environment variables, the sandbox is decorative; verify the execution path and rotate exposed credentials.
Run a Claude Code capacity check before the 125-unit weekly limit
A weekly capacity triage for operators: read usage, map workflows, and move non-real-time work before the ceiling breaks.
Ship AI agents with short-lived scoped tokens
Treat every agent as a low-trust non-human identity: inventory it, scope it, expire it, revoke it, and keep tokens out of logs and builds.
Agent API Containment Checklist for ServiceNow CVSS 10.0
A five-step containment audit for production agents that read or write enterprise platform data.
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Patch GitLab Claude-agent CI escape or revoke developer access
A developer-role user can run arbitrary CI commands through the Claude agent. Patch the affected line or cut access now.
Reprice long-running agents after Fable 5.1's 75% cache-read cut
Fable 5.1 cuts cache-read costs 75% but leaves input and output rates unchanged, so reprice long-running agents by cache-read share.
Stop PII Leaks in Agent Logs: A 4-Stage Audit
Treat every agent data path as a governed identity pipeline, then audit prompts, tool calls, outputs, and retention for PII and secrets.
Daily Data-Quality Brief: Catch Stale Feeds Before Agents Act
A daily checklist for production AI agents: check feed freshness, sync health, record completeness, grounding metadata, and decision-risk flags.
Daily token, retry, and budget-burn checks catch runaway agent spend
Treat agent cost as a workflow anomaly signal and alert on token volume, retries, fallback, and budget burn before the invoice.
Five-Metric Brief: Agent Use vs. Workarounds
Track usage, bypass, manual workarounds, trust, and workflow completion to tell real agent adoption from logins and self-reported prompts.
Agent stop rules: escalate high-risk, sample low-risk, approve fast
Set a stop rule: escalate high-risk actions, sample low-risk ones, and use evidence packs to keep approvals short.
Audit your agent estate: find unapproved agents, map permissions, and contain risk
Run a six-step audit to find unapproved agents, map effective permissions, classify risk, and contain the agents that can move laterally.
Build a 5-Minute Sales AI Brief That Flags Deal Slippage and Forecast Risk
A production-ready sales AI agent briefing should surface pipeline risk, deal slippage, forecast variance, and next actions in a short daily read.
Ship a workplace agent safely: Meta Muse containment pattern
Separate the loop, the egress, and the credentials. A production agent needs approval points before it can move, pay, or read private data.
Build a Legal Agent That Turns Rule Changes Into Action Items
A rule-change agent is useful when it outputs source, impact, policy, owner, deadline, and closure evidence.
Build a Daily Finance Brief for Cash, AP/AR, and Budget Variances
Give the agent a narrow FP&A job: ingest cash, AP/AR, and budget data, rank anomalies, explain variance, and assign actions before the meeting.
Build a Weekly AI Briefing with Board Risk, Spend, and Asks
Turn ops, finance, and chat signals into a weekly board packet with sourced risk, spend exposure, and a clear decision ask.
5-Minute Support Brief: Spikes, CSAT Risk, Escalations
Build a pre-standup support agent that reads structured data, checks fields first, and ranks spikes, CSAT risk, and escalations with owners and next actions.
Use this checklist to decide whether smart glasses can carry a hands-free agent workflow
Operators should verify capture, delegation, and device-enforced privacy before putting a hands-free agent workflow on smart glasses.
Minimum control surface for production agents
Production agents need a small, testable control surface: budget caps, scoped permissions, kill switches, evaluation gates, and escalation paths.
Keep AI Agents Inside Their Job: A Scope-Boundary Playbook for AI Ops Teams
Treat out-of-scope agent behavior as a control-plane failure, then enforce task boundaries, execution-time authorization, audit trails, containment, and escalation.
Pilot Salesforce’s 37 Claude Sales Skills: Score Task, Data, Guardrail, Metric
Before scaling Salesforce’s Claude plugin, map each of its 37 prebuilt sales skills to a task, data path, guardrail, and metric.