Definition
Machine-readable inventory
A continuously updated agent list that software can query.
From the episode “"The Agent Did It" Won't Hold Up in Court”Hear it on the podcast1 episode
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Related terms in Agents & Automation
Knowledge Worker AutomationThe application of AI to tasks historically performed by white-collar professionals who work with information rather than physical materials - underwriters, analysts, lawyers, accountants, researchers, estimators. Unlike factory automation (which replaces physical labor) or earlier software automation (which replaced rule-based clerical tasks), knowledge worker automation targets judgment-adjacent tasks: reading documents, extracting information, summarizing findings, routing decisions, and populating systems. Mehul Shah's framing: the goal is not to replace the knowledge worker's judgment but to remove the tedious, error-prone, high-volume execution work from their critical path - freeing them to apply their expertise to the decisions that actually require it.Lifecycle Agentic FlowEhsan Mirdamadi's term for AI tools that span the entire software development lifecycle: writing code, committing to repos, running code reviews, debugging, and iterating. Distinguished from point solutions that assist at one step. Devin is the primary example. Designed for engineering teams who already have architectural context and a development workflow; not designed for non-technical founders who need requirements generation and full-stack scaffolding.llms.txt and agents.mdFiles on your site that tell AI agents who you are and how to interact with your catalog. Shopify now ships defaults for both.Long-horizon agentsAgents that run continuously over extended periods rather than completing single tasks.MCP (Model Context Protocol)A standard that lets AI assistants connect to tools and data sources.MCP connectorIntegration layer that pipes CRM data such as Salesforce or HubSpot into an LLM.MCP integrationsModel Context Protocol connections that let AI systems talk to the tools a company already runs, so you can automate without replacing legacy software.MCP ServerModel Context Protocol server - a standardized interface that allows AI agents to programmatically query tools and data sources. Bruin exposes its analyst capabilities as an MCP server so other agents can query it directly.