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Generate

Image GenerationCreate and edit images from prompts or references.Video GenerationCreate motion outputs from text and image inputs.Music GenerationProduce music tracks through one runtime.

Understand

Image UnderstandingRead screenshots, diagrams, and visual references.Video AnalysisInspect recordings and extract structured details.Audio UnderstandingTranscribe and analyze voice and audio files.

Retrieve

Web SearchSearch the web from the same agent workflow.Grounded Web SearchReturn synthesized answers with live citations.Web CrawlFetch pages and convert them into clean content.

Store

DriveStore outputs, organize assets, and create public URLs.

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CLI Skills Install AnyCap Context Engineering What Agents Can't Do

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Learn the edges
of agent work.

This section collects explainers about agent constraints, tradeoffs, and the workflows that benefit from better tooling.

What Agents Can't Do

A practical look at the gaps between agent potential and production reality.

Capabilities

Overview
Image Generation
Video Generation
Music Generation
Image Understanding
Video Analysis
Audio Understanding
Web Search
Grounded Web Search
Web Crawl
Drive

Equip Agents

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Context Engineering
What agents can't do

Product

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Learn — Essays and explainers for agent limitations and workflows