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THE DAILY INDEX

Technology, AI, software, security, crypto and business

ARTICLES & TUTORIALS

TLDR Web Dev

HOW TO DESIGN APIS FOR AN AI WORLD

API design must evolve for AI consumers, which combine machine precision with human-like understanding and create new constraints like token economics, high latency, and non-deterministic behavior. This means new APIs should be designed for self-healing through rich error messages, treating documentation as runtime code since AI references it continuously, and optimizing for batching and streaming to handle AI's multi-second processing times.

HOW I PROGRAM WITH AGENTS

Unlike agentless LLMs that act like a virtual whiteboard, agents can use tools like bash, patch, and web search to navigate codebases, fix errors using compiler feedback, and improve API usage. While agents are great for handling larger codebases and automating tasks, they also have downsides like increased time and token consumption. Also, containers should be used to solve agent safety issues and allow for the parallel running of agents.

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