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Reborn from Failure: A Real-World Retrospective on Landing a Frontend AI Agent

Today at FEDay, I shared a case study on implementing a Frontend Agent. The core narrative wasn't about a victory lap; it was the story of how a team went from "Technical Success" to "Product Failure," and how that failure led to a crucial upgrade in our cognitive framework.

The value of this story lies not in a methodology for success, but in the pitfalls we encountered and the evolution of our thinking.

Reborn from Failure: A Real-World Retrospective on Landing a Frontend AI Agent Today at FEDay, I shared a case study on implementing a Frontend Agent. The core narrative wasn't about a victory lap; it was the story of how a team went from "Technical Success" to "Product Failure," and how that failure led to a crucial upgrade in our cognitive framework. The value of this story lies not in a methodology for success, but in the pitfalls we encountered and the evolution of our thinking.

2025 is being hailed as the "Year of the Agent." With the release of Deep Research, Manus, and Claude Code, the tech community is buzzing. Many teams are asking the same question: "Should we build an Agent?"

avatar for 宝玉
宝玉
Sat Dec 20 06:59:12
anyone else worried we get like a super carrington event and all major power transformers blow and since we have no backups and prod time is 2yrs the entire country has a 2yr blackout and the government collapses and we starve to death saying “no one could have predicted this”

anyone else worried we get like a super carrington event and all major power transformers blow and since we have no backups and prod time is 2yrs the entire country has a 2yr blackout and the government collapses and we starve to death saying “no one could have predicted this”

i make things and do research https://t.co/jZh799yfRw / https://t.co/IdaJwZJ57O

avatar for near
near
Sat Dec 20 06:51:43
可以可以,OpenRouter 终于支持 Claude Code 了。

使用超过 320 个大语言模型进行编程,包括 39 个免费模型!🎁

搭配 CC Switch 用OR免费模型超香的。

可以可以,OpenRouter 终于支持 Claude Code 了。 使用超过 320 个大语言模型进行编程,包括 39 个免费模型!🎁 搭配 CC Switch 用OR免费模型超香的。

🧠在家居士 | 🥦素食者 | 🏃🏻马拉松爱好者 | 💰省钱小能手 | 搭🪜技术资深学者 | 👨‍💻科技宅 | 🆕更新狂 | 🆅 六边型战五渣

avatar for Geek
Geek
Sat Dec 20 06:47:51
RT @ChiekoTazuke: Sakana AIで防衛・インテリジェンス分野の事業開発をしませんか?

防衛・インテリジェンス分野の経験がなくても、官公庁コンサル経験の方は大歓迎です。

▼防衛・インテリジェンス分野の取組事例
https://t.co/1T9uPd2pm…

RT @ChiekoTazuke: Sakana AIで防衛・インテリジェンス分野の事業開発をしませんか? 防衛・インテリジェンス分野の経験がなくても、官公庁コンサル経験の方は大歓迎です。 ▼防衛・インテリジェンス分野の取組事例 https://t.co/1T9uPd2pm…

Building @SakanaAILabs 🧠

avatar for hardmaru
hardmaru
Sat Dec 20 06:44:47
RT @AztecaAlpaca: 在AK看来,nano banana 是今年最重要的“范式转换”型产品,这一点应该没有太大争议。

单说好用,一款刚推出几个月的产品能做到这种程度已经很难得,但这仅仅是个开始,当前的局限性还很多,只是等更多人听说这些事物时,这些局限大概率已经被…

RT @AztecaAlpaca: 在AK看来,nano banana 是今年最重要的“范式转换”型产品,这一点应该没有太大争议。 单说好用,一款刚推出几个月的产品能做到这种程度已经很难得,但这仅仅是个开始,当前的局限性还很多,只是等更多人听说这些事物时,这些局限大概率已经被…

Prompt Engineer, dedicated to learning and disseminating knowledge about AI, software engineering, and engineering management.

avatar for 宝玉
宝玉
Sat Dec 20 06:39:10
I like how I can just vibe-code a server-side rendered dot-style world map in SVG space-efficiently now

This would’ve taken half a day to implement

I like how I can just vibe-code a server-side rendered dot-style world map in SVG space-efficiently now This would’ve taken half a day to implement

“The woman scooping Silicon Valley” — BBC・hacker turned builder, blogger & consultant・ex: Threads, Instagram, etc

avatar for Jane Manchun Wong
Jane Manchun Wong
Sat Dec 20 06:30:40
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