Agents 2.0: From Shallow Loops to Deep Agents
3.42T1.5 sourcephilschmid.de (Phil Schmid)
philschmid.de (Phil Schmid)original source ↗
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.
SummaryA 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.
Why it mattersA 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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