We've all been amazed by the power of large language models (LLMs). They can write poetry, summarize articles, and chat about nearly any topic. But for all their conversational prowess, they are fundamentally reactive. You give them a prompt, they give you a response. They wait for your next instruction.
But what if AI could do more? What if it could take a high-level goal, create a plan, use tools, and execute a complex workflow from start to finish?
This isn't science fiction. This is the next evolution of AI: Autonomous General Intelligence Agents. And on agi.do, we've turned this powerful concept into a practical reality, encapsulated by a simple principle: INTELLIGENCE AS CODE.
This post will break down what an AGI agent is, how it's fundamentally different from a chatbot, and how you can start building them today.
An AGI agent is much more than just a powerful language model. While an LLM acts as the core "brain" or reasoning engine, a true agent is a complete system designed to achieve goals. Think of it less like a calculator and more like a skilled analyst you can hire via an API.
An agi.do agent is defined by four key components:
The power of AGI agents lies in their ability to automate complex, knowledge-based workflows that were previously the exclusive domain of human experts. At agi.do, we've abstracted away the immense complexity of orchestrating this process, allowing you to define and deploy these powerful agents with a simple SDK.
See for yourself how easy it is to define and run a market analyst agent:
import { AGI } from "@do/agi";
// Define and deploy an AGI agent for market analysis
const marketAnalyst = new AGI({
objective: "Analyze Q3 market trends for renewable energy, identify key growth drivers, and generate a summary report.",
capabilities: [
AGI.tools.webSearch,
AGI.tools.dataAnalysis,
AGI.tools.reportGeneration
]
});
// Execute the autonomous workflow
const report = await marketAnalyst.run();
console.log(report.url);
//=> https://storage.do/reports/q3-renewable-energy.pdf
In this example, you aren't telling the AI how to analyze the market. You are giving it the objective, providing it with the necessary capabilities, and empowering it to run() the entire workflow. The result isn't a block of text; it's the finished product—a complete report, hosted and ready to be used.
The implications for businesses are transformative. We're moving from simple task automation to full workflow automation.
Each of these examples represents a multi-step, cognitive process. With agi.do, these processes become scalable, API-driven services that can be integrated directly into your existing applications and business operations.
Q: What is an AGI agent on the .do platform?
A: An AGI agent on agi.do is a sophisticated AI program designed to understand complex goals, reason through problems, learn from interactions, and autonomously execute multi-step workflows. It encapsulates cognitive tasks as a software service.
Q: How is an agi.do agent different from a standard large language model (LLM)?
A: While an agent uses LLMs as a core reasoning engine, it is a complete system. It goes beyond text generation by having goals, memory, planning capabilities, and the ability to use tools (like browsing the web or running code) to accomplish complex objectives from start to finish.
Q: What kind of business problems can agi.do solve?
A: Use agi.do to automate a wide range of knowledge-based work, such as complex market research, financial analysis, automated software testing, personalized customer support resolution, and strategic planning simulations.
Q: Is it difficult to build an AGI agent?
A: No. The .do platform abstracts the underlying complexity. You define the agent's objective and provide it with the necessary capabilities through our simple API and SDK. The platform handles the orchestration, learning, and execution.
Q: Can I integrate agi.do with my existing systems?
A: Yes. Every agent you create is accessible via a standard API endpoint. This allows you to easily trigger and integrate autonomous intelligence into your applications, websites, and internal business processes.
The conversation around AI is shifting from "what can it say?" to "what can it do?". Autonomous General Intelligence agents are the answer. They are the workforce of the future, ready to tackle complex challenges and deliver results at scale.
Ready to move beyond chatbots? Visit agi.do to start building with Autonomous General Intelligence and turn your most complex business workflows into simple, powerful API calls.