Topic hub
Agent Context
A New Runtime topic hub collecting signals, patterns, field notes, and public sources about agent context.
Pattern memory
What patterns are emerging?
- medium
Design systems become executable agent context
The useful design system for an AI development workflow is an executable context package, not only a visual component catalog.
Raw signals
What changed recently?
Stitch Evolves from Screen Generator into an AI Design Environment
Stitch combines editable UI, design instructions, reusable skills, and handoff context instead of stopping at attractive screenshots.
Refero Turns Visual References into DESIGN.md Files
Refero Styles describes palette, typography, spacing, components, and constraints in a format an interface-building agent can consume.
GitHub / chenglou/pretext: Executable Design Context
The archive captures GitHub / chenglou/pretext as a dated public record from GitHub / chenglou/pretext. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Devl: Executable Design Context
The archive captures Devl as a dated public record from Devl. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Image generation prompting Guide
The archive captures Image generation prompting Guide as a dated public record from OpenAI Developers / Image Gen Models Prompting. It documents image, video, audio, and multimodal generation becoming application infrastructure and is retained as branch-opening evidence for the generative media infrastructure trend.
Stitch DESIGN.md
The archive captures Stitch DESIGN.md as a dated public record from Google / Stitch Design Md. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
GitHub / heygen-com/hyperframes: Generative Media Infrastructure
The archive captures GitHub / heygen-com/hyperframes as a dated public record from GitHub / heygen-com/hyperframes. It documents image, video, audio, and multimodal generation becoming application infrastructure and is retained as branch-opening evidence for the generative media infrastructure trend.
GitHub / jgraph/drawio-mcp: Executable Design Context
The archive captures GitHub / jgraph/drawio-mcp as a dated public record from GitHub / jgraph/drawio-mcp. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Agent: Executable Design Context
The archive captures Agent as a dated public record from Agent. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as pressure-testing evidence for the executable design context trend.
OpenAI Developers / Designing Delightful Frontends With Gpt: Executable Design Context
The archive captures OpenAI Developers / Designing Delightful Frontends With Gpt as a dated public record from OpenAI Developers / Designing Delightful Frontends With Gpt. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Stitch: Executable Design Context
The archive captures Stitch as a dated public record from Stitch. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
GitHub / tambo-ai/tambo: Executable Design Context
The archive captures GitHub / tambo-ai/tambo as a dated public record from GitHub / tambo-ai/tambo. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Google Research / How Ai Agents Can Redefine Universal Design: Executable Design Context
The archive captures Google Research / How Ai Agents Can Redefine Universal Design as a dated public record from Google Research / How Ai Agents Can Redefine Universal Design. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
GitHub / CopilotKit/generative-ui: Executable Design Context
The archive captures GitHub / CopilotKit/generative-ui as a dated public record from GitHub / CopilotKit/generative-ui. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Agentation: Executable Design Context
The archive captures Agentation as a dated public record from Agentation. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Claude / Improving Frontend Design Through Skills: Executable Design Context
The archive captures Claude / Improving Frontend Design Through Skills as a dated public record from Claude / Improving Frontend Design Through Skills. It documents design systems becoming machine-readable context, constraints, and review loops and is retained as supporting evidence for the executable design context trend.
Source ledger
Publishable sources attached to this record.
| # | Source | Role | Public status |
|---|---|---|---|
| 1 | agent.lokuma.aisource | primary receipt | source_urls |
| 2 | agentation.devsource | supporting receipt | source_urls |
| 3 | blog.googlearticle | supporting receipt | source_urls |
| 4 | claude.comsource | supporting receipt | source_urls |
| 5 | dev.tosource | supporting receipt | source_urls |
| 6 | developers.openai.comdocs | supporting receipt | source_urls |
| 7 | developers.openai.comdocs | supporting receipt | source_urls |
| 8 | devl.devsource | supporting receipt | source_urls |
| 9 | github.comrepo | supporting receipt | source_urls |
| 10 | github.comrepo | supporting receipt | source_urls |
Showing 10 of 29; the complete set is exposed in the JSON route.