theageofabundance.actor

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Build and own your audience

Create agents that work for you, keep the value they generate.

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Agent terms, in plain language

Every term stated honestly. No hype.

  • Agent

    Software that can take actions for you β€” not just answer questions: it plans steps and uses tools (search, files, code) to finish a task.

  • Tool call

    The moment an agent uses a tool β€” a structured request to run a function: fetch a page, query a database, send a message.

  • MCP

    Model Context Protocol β€” an open standard plug that lets any agent talk to any tool server.

  • Orchestrator

    The manager that decides which agent does what: a host program that routes work between models and tools and enforces the rules.

  • Guardrail

    A hard rule an agent cannot cross β€” a check outside the model (a validator, allowlist, or gate) that blocks unsafe actions.

  • Small language model (SLM)

    A model small enough to run on your own device β€” a few billion parameters handling routine agent steps cheaply and privately.

  • Context window

    How much an agent can keep in mind at once β€” the amount of text a model can consider in one go.

  • RAG

    Retrieval-augmented generation β€” the agent looks up real documents before answering, so answers cite facts instead of memory.

  • Verifier

    A second check on an agent's work β€” a test, build, or reviewer that decides whether the output is accepted.

  • Human in the loop

    A person approves before anything important happens β€” consequential actions wait for human confirmation.

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