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How to Quickly Understand and Improve AI Agent Design

Coding with agents really has surfaced a bunch of problems and challenges we never ran into when writing code by hand. Agents work even faster than you'd expect.

• AI agents work faster than anticipated, presenting both advantages and challenges.
• Preliminary design testing by humans can streamline AI-human collaboration.
• Difficulty in grasping AI's intricate design details requires new communication methods.

7h ago ·dev.to

Where the money actually goes when you generate at scale

After a few months of running generation through an agent, the surprising thing wasn't the cost per call. It was how much of the spend went to work I didn't need to do.

• Utilize cheaper model tiers for initial decision-making
• Implement local tools for tasks not requiring the model
• Pilot each batch of generation to estimate costs and identify issues

7h ago ·dev.to

Front-load the free work — turning a 90-minute recording into short clips

The obvious way to cut a 90-minute recording into short clips is to hand the whole thing to a model and ask it to find the good parts. I tried that. It's expensive and the output degrades as it goes.

7h ago ·dev.to

Claude down: Thousands of users face issues with Anthropic’s AI platform

Anthropic initially identified elevated request errors affecting Claude

7h ago ·arabianbusiness.com