Use Cases

Build AI agent skills once, reuse across agents. Practical guide to creating and managing reusable agent capabilities.

Set up an AI agent for Slack that triages messages, routes requests, and drafts responses — without a separate bot setup or webhook configuration.

Learn how to design escalation rules for your AI agent email workflow: what to handle autonomously, when to escalate to humans, and how to test the boundary before going live.

88% of AI agent pilots never reach production. The 8 failure modes that break agents in production and what a production-grade platform must do about each one.

Deploy AI agents to unattended production in 7 working days. A day-by-day rollout plan with identity, memory, audit, durable execution, and a final audit gate.

Agent orchestration: when one agent should hand work to another, and how to build multi-agent workflows that work.

Zapier hits a ceiling when workflows need judgment, not just triggers. Here's how to build agents that actually reason — and what closes the gap without rebuilding from scratch.

78% of AI agent pilots never reach production — not because of bad models, but broken infrastructure. Here's what actually goes wrong and how to fix it.

A2A just turned one. What the protocol does, how it compares to MCP, where 150+ adopters are using it, and how LotsAgent subagents deliver the same outcome without touching the protocol.