資料來源#
摘要#
這位奧地利開發者最為人熟知的身分,是 PSPDFKit(廣泛授權使用的 PDF SDK)的創辦人;他打造了這家公司,之後退出經營。退出後,他成為最受關注的獨立 AI 程式碼代理程式實驗者之一,以 @steipete 為帳號,分享實作工作流程,以及運用代理程式群組的心得。他創造了開源個人 AI 代理程式 OpenClaw(據 Andrew Ng 的說法),也提出了 Addy Osmani 的 Loop Engineering 文章所採用的核心觀點。
核心觀點引言#
「你不應再提示程式碼代理程式了。你應該設計能提示代理程式的迴圈。」
這是迴圈工程的起點——從「人負責提示」轉向「人負責設計迴圈」。這與 Boris Cherny 獨立得出的體悟相呼應(「我的工作是編寫迴圈」);而 Osmani 列出的五種產品原生基礎元件,基本上就是把 Steinberger 的清單具體套用到 Codex app 和 Claude Code 上。
相關連結#
- Loop Engineering — 提出「設計迴圈,而非提示」的論點,這門實踐也因此得名
- Boris Cherny — 在 Anthropic 內部得出了相同的迴圈設計觀點
- Addy Osmani — 為這個觀點命名,並說明其架構
- Agent Loop Pattern — 他的觀點所運用的基礎模式
- The Three Loops of AI-Native Building — Andrew Ng 將這句流行語歸功於他(與 Boris Cherny),並把他命名的迴圈列為三個迴圈中最內層的一個
- Andrew Ng — 對他的觀點廣為流傳作出回應,提出界定其範圍的分類法
- OpenClaw — 他的創作;除了迴圈工程觀點之外,這是他影響力的另一部分
資料來源#
- Loop Engineering — 引述他為迴圈設計觀點的提出者
- Thread by @AndrewYNg — 將「迴圈工程」成為熱門流行語一事歸功於他(與 Cherny)(
practitioner-opinion)
Cited by 8
- Andrew Ng×2
Loop Engineering — the discipline he is placing and bounding; he credits Boris Cherny and Peter…
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Peter Steinberger — originated the "design loops that prompt your agents" framing the essay is…
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Open-source personal AI agent and harness created by Peter Steinberger (openclaw.ai) — the project…
- The Three Loops of AI-Native Building×2
Boris Cherny / Peter Steinberger — the two practitioners Ng credits with making "loop engineering"…
- Addy Osmani
Boris Cherny / Peter Steinberger — the two practitioners whose "design loops, don't prompt" framing…
- Agent Loop Pattern
Loop Engineering — the system-design discipline one floor above this primitive (Osmani /…
- Boris Cherny
Three Loops Of Ai Native Building — Andrew Ng credits him (with Peter Steinberger) for making "loop…
- Entities — People, Orgs, Tools & Projects
Peter Steinberger — Founder of PSPDFKit turned prolific independent AI-coding experimenter…
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