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Tag: orchestration frameworks

Docker: From Shell Scripts to Science Agents: How AI Agents Are Transforming Research Workflows

Oct 2, 2025

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by

Kurt Seifried

in Uncategorized

Source URL: https://www.docker.com/blog/ai-science-agents-research-workflows/ Source: Docker Title: From Shell Scripts to Science Agents: How AI Agents Are Transforming Research Workflows Feedly Summary: It’s 2 AM in a lab somewhere. A researcher has three terminals open, a half-written Jupyter notebook on one screen, an Excel sheet filled with sample IDs on another, and a half-eaten snack next…
AWS Open Source Blog: Strands Agents and the Model-Driven Approach

Sep 10, 2025

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by

Kurt Seifried

in Uncategorized

Source URL: https://aws.amazon.com/blogs/opensource/strands-agents-and-the-model-driven-approach/ Source: AWS Open Source Blog Title: Strands Agents and the Model-Driven Approach Feedly Summary: Until recently, building AI agents meant wrestling with complex orchestration frameworks. Developers wrote elaborate state machines, predefined workflows, and extensive error-handling code to guide language models through multi-step tasks. We needed to build elaborate decision trees to handle…