The clearest primary definition: workflows run on predefined code paths, agents let the model direct its own process and tools, and simple beats complex.
Building effective agents
Anthropic Dec 2024
Open anthropic.com →An AI agent is an AI model that works toward a goal by deciding its own steps and using tools, where a chatbot answers one message and waits for the next. Anthropic draws the line this way: in a workflow, code fixes the steps; in an agent, the model directs its own process and tool use. In practice an agent opens a browser, reads your email or files, runs code or edits a spreadsheet, checks the result and carries on until the job is done or it needs you, as ChatGPT Work, Claude and Tasks in Gemini now do. For you it means handing over a whole task rather than a question, then checking what it did before trusting it with money or messages.
Part of AI agents on eChai Explore.
On the AI map, 29 October 2026 Decision models Coding agents Agents that do tasks for you AI browsers No-code automation with AI steps
7 resources.
The clearest primary definition: workflows run on predefined code paths, agents let the model direct its own process and tools, and simple beats complex.
Anthropic Dec 2024
Open anthropic.com →OpenAI's guide to what an agent is (model, tools, instructions), when one is worth building, and the guardrails it needs.
OpenAI Apr 2025
Open cdn.openai.com →Google's explainer, with a table separating agents, assistants and bots by how much they decide on their own.
Google Cloud 2026
Open cloud.google.com →IBM's plain-language guide to how agents plan, use tools and remember, with business examples.
IBM 2026
Open ibm.com →A free course unit that explains an agent as a model that reasons, plans and acts through tools, with simple diagrams.
Hugging Face 2025
Open huggingface.co →A short non-technical video that walks from a chatbot to a workflow to an agent with one everyday example.
Jeff Su Apr 2025
Watch on YouTube youtube.com →A current consumer example: hand Claude a report from any conversation and it keeps working after you close the laptop.
Anthropic Sep 2026
Open claude.com →The same ground, over in Build the product, our Starting Up track.