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Tang Weigang profile picture

Tang Weigang

Independent AI capability pack builder. Doramagic resource packs are not official upstream projects.

Joined Joined on  Personal website https://doramagic.ai
Before You Add More Agents, Design the Control Plane
doramagic profile

Before You Add More Agents, Design the Control Plane

#agents #architecture #openai #systemdesign
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5 min read
Adopt Codex CLI only after you can explain the source, boundary, review, and rollback model
doramagic profile

Adopt Codex CLI only after you can explain the source, boundary, review, and rollback model

#ai #productivitydevops
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5 min read
Codex CLI is useful only when the workflow around it is reviewable and reversible
doramagic profile

Codex CLI is useful only when the workflow around it is reviewable and reversible

#ai #productivity #devops #tutorial
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4 min read
Codex CLI Is Useful Only When the Workflow Around It Is Reviewable and Reversible
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Codex CLI Is Useful Only When the Workflow Around It Is Reviewable and Reversible

#ai #productivity
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7 min read
Codex CLI needs a rollback-ready workflow, not just a quick install
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Codex CLI needs a rollback-ready workflow, not just a quick install

#openai #ai
Comments
1 min read
Aider clone signals point to rollback-ready coding contracts, not just better code generation
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Aider clone signals point to rollback-ready coding contracts, not just better code generation

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4 min read
Chrome DevTools MCP traffic shows developers are checking operability, not hype
doramagic profile

Chrome DevTools MCP traffic shows developers are checking operability, not hype

Comments
3 min read
A clone-heavy MCP pack signal is about inspectability, not marketing
doramagic profile

A clone-heavy MCP pack signal is about inspectability, not marketing

Comments
2 min read
Complex AI frameworks need acceptance-ready context packs, not longer prompts
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Complex AI frameworks need acceptance-ready context packs, not longer prompts

#agents #ai #llm #softwareengineering
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3 min read
AI skills should be portable capability assets, not prompt collections
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AI skills should be portable capability assets, not prompt collections

#ai #opensource
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2 min read
AI coding agents need browser evidence, not just code inspection
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AI coding agents need browser evidence, not just code inspection

#ai
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1 min read
Load OpenSkills context into Codex or Claude Code without guessing source boundaries
doramagic profile

Load OpenSkills context into Codex or Claude Code without guessing source boundaries

#ai #opensource #productivity
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1 min read
How to tell whether an AI capability pack can actually help you ship
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How to tell whether an AI capability pack can actually help you ship

#ai
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2 min read
Publishing AI capability packs is not a content blast
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Publishing AI capability packs is not a content blast

#ai #opensource #productivity
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2 min read
An AI agent resource pack is more than a prompt
doramagic profile

An AI agent resource pack is more than a prompt

#ai #python #agents #tooling
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Comments
3 min read
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