Source record

Published by philschmid.de (Phil Schmid) (T1.5 source). The original is at https://www.philschmid.de/agents-2.0-deep-agents.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

A blog post overviewing the architectural evolution from Shallow Agents (Agent 1.0) to Deep Agents (Agent 2.0), and how to build AI agents capable of handling multi-step tasks over extended periods.

A practitioner's framework distinguishing shallow loops from deeper agent architectures gives readers a concrete lens for upgrading agent designs beyond simple tool-calling patterns.

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