惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Simon Willison's Weblog
Simon Willison's Weblog
G
Google Developers Blog
Spread Privacy
Spread Privacy
I
InfoQ
V
V2EX
S
Schneier on Security
小众软件
小众软件
C
CERT Recently Published Vulnerability Notes
博客园 - 聂微东
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Stack Overflow Blog
Stack Overflow Blog
T
Threat Research - Cisco Blogs
L
Lohrmann on Cybersecurity
Recent Announcements
Recent Announcements
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Attack and Defense Labs
Attack and Defense Labs
云风的 BLOG
云风的 BLOG
The Hacker News
The Hacker News
S
SegmentFault 最新的问题
C
Cybersecurity and Infrastructure Security Agency CISA
NISL@THU
NISL@THU
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
GbyAI
GbyAI
Latest news
Latest news
S
Secure Thoughts
Project Zero
Project Zero
MongoDB | Blog
MongoDB | Blog
I
Intezer
Security Latest
Security Latest
Apple Machine Learning Research
Apple Machine Learning Research
Vercel News
Vercel News
N
Netflix TechBlog - Medium
V2EX - 技术
V2EX - 技术
量子位
T
Threatpost
T
The Blog of Author Tim Ferriss
Y
Y Combinator Blog
T
Tor Project blog
A
Arctic Wolf
Microsoft Security Blog
Microsoft Security Blog
T
The Exploit Database - CXSecurity.com
大猫的无限游戏
大猫的无限游戏
T
Tailwind CSS Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
C
Check Point Blog
博客园 - Franky
Google DeepMind News
Google DeepMind News
The Register - Security
The Register - Security
The GitHub Blog
The GitHub Blog
L
LINUX DO - 热门话题

Jonathon Belotti [thundergolfer]

safetykit Failure numbers every programmer should know Can an AI datacenter be beautiful? Keeping 20,000 GPUs healthy The 10 best software podcast episodes I ever heard Larval stage support engineering: great at what doesn’t scale "A Foundational Result in Machine Learning" Gray’s ‘5 minute rule’ in the cloud era Aussie engineers, get to The States!
There's been a vibe shift in vibe coding
Jonathon Belotti · 2026-01-11 · via Jonathon Belotti [thundergolfer]

Le Taureau (The Bull) by Pablo Picasso — a series of eleven lithographs showing the progressive abstraction of a bull

Pablo Picasso, Le Taureau (The Bull), 1945–1946 [Reversed]

Just after Christmas something changed in the attitudes of the senior engineers I follow. LLM coding took another step forward.

Skeptics became converts, and converts became bulls.

'bout half the engineers I admired pre-ChatGPT have become massive coding agent bulls in the past couple weeks. DHH flipped a few days ago. The others may join the mob before Q1 ends. Heady days.

— Jonathon Belotti (@jonobelotti_IO) January 4, 2026

We might be around 6 months from Jonathan Blow getting onboard.

In the past this has seemed like bluster and people hyping things up for attention. I’m thinking of 9 months ago when Tobi Lutke posted “Reflexive AI usage is now baseline expectation at Shopify”.

But now? I dunno if it’s because I got ChatGPT Pro recently or because Opus 4.5 dropped and became my daily driver in Cursor, but the capabilities of coding agents feel much better.

Here’s what changed: the defining feature of vibe coding—shipping code without reading it—is becoming an accepted practice by highly skilled, staff+ engineers. What has replaced vibes is specification, where the engineer uses their skill to define the solution and then trusts the coding ability of the agent to autonomously implement and test itself against the solution spec. Spec-driven development.123

This gain of trust has dilated pupils and spiked ambition.

Heady days.