theageofabundance.actor

What will you earn today?

Build and own your audience

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

What this becomes

  • Plain-language guides to what AI agents can actually do
  • Free, open access to working agents — no gatekeeping, no lock-in
  • Every agent's abilities and limits stated honestly

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Agent terms, in plain language

Every term stated honestly. No hype.

  • Agent

    Software that can take actions for you — 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 — a structured request to run a function: fetch a page, query a database, send a message.

  • MCP

    Model Context Protocol — 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 — 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 — a few billion parameters handling routine agent steps cheaply and privately.

  • Context window

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

  • RAG

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

  • Verifier

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

  • Human in the loop

    A person approves before anything important happens — consequential actions wait for human confirmation.

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