진용진 (Yongjin Jin)

😀

[Codez @0xCodez]

https://t.co/hmpJtXuXCq

[そう｜Claude Codeで始めるAI自動化 @so_ainsight]

今週GitHubで急上昇したAIリポジトリ10選：

1. headroom
ツールの出力・ログ・ファイル・RAGの塊を、AIに渡す前に圧縮。トークンを60〜95%削っても回答は変わらない。ライブラリ・プロキシ・MCPサーバーとして使える。
https://t.co/HRNQTDMZHZ

2. hermes-agent
使うほど賢くなる自己成長型のAIエージェント（Nous Research製）。スキルを自分で作り、セッションをまたいで記憶を保持、200以上のモデルやTelegram・Slack連携にも対応。
https://t.co/Xj5kY3HUz4

3. ECC
Claude Code・Cursor・Codexなどのエージェント環境をまとめて底上げ。スキル・記憶・セキュリティを1パックに、64エージェント＋261スキル入り。
https://t.co/MnxisTgzbU

4. codegraph
コードを先にナレッジグラフ化して、AIが毎回ファイルを探し回らずに済む。ベンチマーク平均でトークン47%減・ツール呼び出し58%減、完全ローカル動作。
https://t.co/TChuWEXUXk

5. last30days-skill
どんなテーマでもReddit・X・YouTube・Hacker News・ウェブを横断調査し、根拠付きで要約。反応の大きい情報から拾うAIエージェント用スキル。
https://t.co/PnMe0od1SH

6. MoneyPrinterTurbo
キーワードを入れるだけで短尺動画が完成。台本・素材・字幕・BGMまで自動生成、縦9:16も横16:9も出せる。
https://t.co/oD69Imz5NC

7. VoxCPM
多言語対応の音声合成（読み上げ）エンジン。声のデザインから、本人そっくりの声まねまでこなす。
https://t.co/Y9dsuvomDF

8. Agent-Reach
AIエージェントにネットを"見る目"を与えるCLI。X・Reddit・YouTube・GitHub・Bilibili・小紅書を横断で読めて、APIキー課金なしで動く。
https://t.co/fWlNy20yya

9. Open-LLM-VTuber
好きなAIモデルと声で会話できるVTuber。ハンズフリー・割り込み発話に対応し、Live2Dの顔がローカルで動く。
https://t.co/rsStCW0MEV

10. PaddleOCR
PDFや画像を、AIがそのまま扱える構造化データに変換。軽量で100言語以上に対応するOCRツールキット。
https://t.co/CrLQeLJYCA

[Codez @0xCodez]

https://t.co/eJB3TgyJwV

[Lance Martin @RLanceMartin]

https://t.co/es0JQM4MS9

[Ryan Carson @ryancarson]

OMG these numbers

[Viking @vikingmute]

分享一篇文章：《How LLMs Actually Work》
https://t.co/apHhTvjdiB

好像是前几天 HackerNews 排名第一来着，类似的文章很多，但是这篇深入浅出和直观的例子非常适合有一定编程但没深入学Transformer的人阅读，里面的比喻也恰当，一看就是活人写的，没什么 AI 味道。

最近重新爱上了写东西，写了两篇技术文章，之后还会继续写，而且我的一个原则，活人写，绝对不用 AI，写作是一种乐趣，梳理逻辑，表达观点，不要让这种乐趣被 AI 剥夺。

[Movez @0xMovez]

Claude Code creator:

"I don't prompt Claude anymore. I create loops - and the loops do the work. My job is to create loops."

In 18 minutes , Boris breaks down his real daily Claude Code setup.

Claude + agents + loops + routines + dynamic workflow

Worth more than a $500 vibe-coding course

[Aakash Gupta @aakashgupta]

If you’ve been procrastinating on learning loops, read this.

[Mohit Goyal (Harness arc) @ByteMohit]

https://t.co/xVpQHDbbet

[海拉鲁编程客 @hylarucoder]

近期看过最好的 agent 基建文章

[cat @_catwu]

Excited to share how Anthropic's data team has automated 95% of business analytics queries with Claude. Blog post covers how we approach evals, ablations, and online validation!

[Ryan Carson @ryancarson]

Once you internalize the auto-research concept and use /goal with it, you unlock ridiculously fast app improvement on anything that has a numeric rubric.

We’re all still too rooted in the “labor is expensive” world.

[진용진 (Yongjin Jin) @jjins]

https://t.co/0DeBZQKVYF

[Nicole @madebycol]

This is how I got 1M users in 6 months

Finally dropping it! It's 60 pages lol
https://t.co/2qcH9lsUOM

If you repost & follow, I'll send you some extra sauce🌶️

[Stitch by Google @stitchbygoogle]

Today, we’re open-sourcing the draft specification for DESIGN.md, so it can be used across any tool or platform. We’re also adding new capabilities.

DESIGN.md lets you easily export and import your design rules from project to project. Instead of guessing intent, agents know exactly what a color is for and can even validate their choices against WCAG accessibility rules.

Watch David East break down this shared visual language in action👇. New capabilities and links in 🧵

[Lance Martin @RLanceMartin]

self-verification (Outcomes) + self-learning (Dreaming) are two of the most interesting new features we shared at Code With Claude last week.

a few notes + video links to the talks ...

[Thinking Machines @thinkymachines]

People talk, listen, watch, think, and collaborate at the same time, in real time. We've designed an AI that works with people the same way.

We share our approach, early results, and a quick look at our model in action.

https://t.co/AFJZ5kH7Ku

[tobi lutke @tobi]

https://t.co/5MJ7u1VHwf

[Mnimiy @Mnilax]

https://t.co/W4MxdOyUKD

[Zain Shah @zan2434]

Imagine every pixel on your screen, streamed live directly from a model. No HTML, no layout engine, no code. Just exactly what you want to see.

@eddiejiao_obj, @drewocarr and I built a prototype to see how this could actually work, and set out to make it real. We're calling it Flipbook. (1/5)