📰 Dev.to · guanjiawei

I recently worked on a few AI content batching projects and realized something I'd miscalculated: going from a working demo to a fully automated pipeline takes

Liking an idea or starring a repo now takes seconds. But turning an idea into something truly usable—the longest, most tedious stretch in between—hasn't been sh

It started when my son quietly told me that he often couldn't get the little red flower for character recognition at school. I used a coding agent to build him

GPT-5.5 dropped today, just a month and a half after 5.4. Opus 4.7 came out last week, just two months after 4.6. What's even funnier is that GPT finally starte

V4 capabilities sit around the Opus 4.6 tier, but pushing FP4 to production, making million-token context the default, and day-0 adaptation for domestic chips i

Karpathy himself has stopped using the term 'vibe coding.' After an Amazon outage, the company straight-up added a senior sign-off gate for junior engineers' AI

GitHub is becoming like Xiaohongshu (RED), and official WeChat accounts are becoming like GitHub. Dumpling shop owners vibe coding skills, Hollywood celebrities

Aima Service refactoring retrospective. Products are like emergency rooms—users don't care about the decor, only whether the doctor can treat them. Ran Claude C

Jensen Huang says coding agents will change the world, but active users are only in the millions. The problem isn't technique—it's mindset. Three barriers keep

HappyHorse topped the video generation leaderboard overnight, yet no one knows who built it. Domains have been squatted, HuggingFace repos occupied, and origins

Coding agents are better at debugging than writing code. MemPalace hit 7000 stars in two days. Anthropic's Mythos makes all software insecure. Product design sh

How do model companies make money with open source? Looking at DeepSeek's numbers makes it clear: model companies and cloud companies are becoming two sides of

While researching text-to-video models, I discovered that Chinese models' dominance in the language model open source community hasn't extended to every domain.

Programming and content creation are two diverging paths. When Seedance 2.0's API opened, my social media feed exploded. Agent-to-agent efficiency is 100x that

An overheard conversation during lunch, with anxiety and excitement switching seamlessly. The real bottlenecks in AI entrepreneurship lie in passion, focus, pro