Cursor wins by owning the human-model interface, not competing on foundation models.
“We don't need to compete with anthropic and open AI on models right now. The interface between the human and the model is the key thing.”
ai-coding
23 tracked signals on ai-coding.
Three quarters of all code at Google is now written by AI
“inside of Google, three quarters of all code is written by AI”
AI-generated code volume has made traditional code review obsolete and actively harmful as a bottleneck.
“When AI write the code and AI review the code, why are we doing it in a UI?”
OpenAI reports 100% company Codex adoption, with 95% of non-engineering roles daily driving it
“Uh so 100% of the company is on codeex. um codecs has like become the daily driver for all engineering and I think like 95% of other roles are daily driving codecs.”
Harness engineering cannot fix AI coding quality failures rooted in model training limitations.
“companies that should not be having outages because of coding agents are having outages due to coding agent mishaps”
A local code-indexing search layer cut AI coding input tokens by 94%, saving ~61% of total cost.
“It's like ordering a pizza and paying for extra nine pizzas you don't eat every time.”
The frontier of AI coding is shifting from prompting agents to designing autonomous loops that prompt them.
“I don't prompt Claude anymore. I write loops, the loops do the work.”
Notion uses OpenAI's Codex to one-shot specs and ship features like AI Voice Input, multiplying small-team engineering output.
WorkOS argues standard software factory metrics like PR counts obscure whether AI coding actually delivers value
“We believe that the dream of a software factory is to give each of our engineers a small team of engineers to themselves.”
Vercel CEO argues AI's killer app is code generation, but quality and picking the right things to build now differentiate and beget trust.
“the killer app of AI in my view is coding”
Writing code is no longer the bottleneck; eliciting the right requirements from stakeholders is the last skill AI won't replace.
“You can prompt your code, you can prompt your AI, you can prompt your whole specification, but you can't prompt your room.”
Engineers describe scaling real-world AI coding via autonomous agent flows that break features into parallel task waves.
“within 5 to 10 years 80% of the simple code will be uh done by AI”
Nextdoor engineers use OpenAI Codex with GPT-5.5 to debug, build cross-platform, and focus on product outcomes.
Y Combinator launched Paxel, a free tool that analyzes your AI coding sessions to profile how you build.
“For most of history, building software was a priesthood. AI just kicked the doors open.”
Wasmer used OpenAI's Codex with GPT-5.5 to build an edge Node.js runtime 10-20x faster.
loveholidays deploys OpenAI Codex to enable non-engineers to build software products
DeepLearning.AI and JetBrains launch course on flexible, local AI coding workflows
“This course isn't about finding the one right setup. It's about learning how to think about your setup so you can keep making good choices as the tools change.”
DeepLearning.AI launches AI code review course built with Codium
“I basically do not review any of my AI generated code manually. There's just too much of it to look at. Instead, I get AI to do it for me.”
AI coding tools act as an accelerant that raises a developer's sense of agency and ambition.
“It really does feel like an accelerant.”
As AI drives the cost of building software toward zero, developers must find what remains defensible.
“if the cost of building software is approaching zero does that means that the value of building software is also approaching zero”
OpenAI launches Codex Originals program to spotlight builders using Codex
Microsoft Build Day 2 hosted a live vibe-coding competition to build a cloud-based collaborative markdown editor with AI.
“Is there something like Google Docs, but for markdown? I need a cloud-based collaborative markdown editor, please.”
Aikido's VS Code plugin scans code for secrets, vulnerabilities, and malware while you develop, with AI-powered fixes.
“So, this is the ultimate shiftlft movement.”