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calufa

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From Company Brain to an AI Operating System

medium.com
1 points·by calufa·지난달·0 comments

Agentic Search: When Retrieval Stops Being Enough

medium.com
1 points·by calufa·4개월 전·0 comments

ASCII-Driven Development

medium.com
168 points·by calufa·6개월 전·93 comments

comments

calufa
·4개월 전·discuss
[dead]
calufa
·6개월 전·discuss
Author here. High-level:

- Problem: AI UI generators are high-fidelity by default → teams bikeshed aesthetics before structure is right.

- Idea: use ASCII as an intentionally low-fidelity “layout spec” to lock hierarchy/flow first.

Why ASCII: - forces abstraction (no colors/fonts/shadows)

- very fast to iterate (seconds)

- pasteable anywhere (Slack/Notion/GitHub)

- editable by anyone

Workflow:

- describe UI → generate ASCII → iterate on structure/states → feed into v0/Lovable/Bolt/etc → polish visuals last

It also facilitates discussion:

- everyone argues about structure/decisions, not pixels

- feedback is concrete (“move this”, “add a section”), not subjective

More advanced setups could integrate user/customer support feedback to automatically propose changes to a spec or PRD, enabling downstream tasks to later produce PRs.