Can AI Actually Help My Business? A Practical Test
A practical, evidence-backed way for small businesses to test whether AI creates real value before expanding tools, access, or automation.
From the blog
How to choose a useful first job, teach the workflow, connect the right tools, and make an AI employee reliable enough to use.
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Start With One Job: The Practical Way to Set Up an AI Employee
A practical method for choosing an AI employee's first job, proving the workflow once, turning it into a repeatable skill, and scheduling it.
Sandboxing MCP Servers in a Regulated Multi-Tenant SaaS: Two Tiers That Actually Hold Up
A two-tier sandbox model for production MCP servers — Firecracker plus NSJail for PII, Wasmtime for first-party — plus the per-server permission profile and egress proxy you cannot skip.
Agent Tools Need Authorization, Not Just Descriptions
MCP tools and A2A agent cards make capabilities discoverable. Production agents still need server-side authorization, scoped identity, approvals, rate limits, and audit logs.
AI Agent Channel Access Policy: Connect Slack, Discord, and Teams Safely
A practical AI agent channel access policy for teams connecting Slack, Discord, Teams, and other chat rooms without oversharing context or permissions.
AI Agent Memory Policy: What Teams Should Save, Split, and Forget
A practical AI agent memory policy for teams: what to save, what to avoid, how to scope recall, and how to review or delete memory safely.
Which AI Agent Tools Should Your Team Enable First?
A practical rollout order for AI agent tools: start with low-risk read-only capabilities, then add messaging, files, browser, automation, shell, and elevated access deliberately.
AI Agent Security Checklist for Teams
A practical AI agent security checklist for teams: trust boundaries, sender access, runtime isolation, tool permissions, credentials, memory, logging, audits, and rollback.
How to Set Up a Private AI Agent for Your Team
A security-first setup guide for private AI agents: define the trust boundary, install OpenClaw, connect one channel, enable tools carefully, and audit before team access.