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Amateurs Using AI to “Vibe Code” Are Now Begging Real Programmers to Fix Their Botched Software

Welcome to the future, where the vibes are bad in almost every meaningful respect — but where you do, at the very least, get to "vibe code," or use an AI model to write code and even build entire pieces of software. But rarely does the process go smoothly enough for prime time. The jury's still out on whether experienced programmers actually benefit from using AI coding assistants, and the tech's shortcomings are even more obvious when it's being relied on by untrained amateurs who openly embra

OpenAI upgrades Codex with a new version of GPT-5

OpenAI announced Monday that it’s releasing a new version of GPT-5 to its AI coding agent, Codex. The company says its new model, called GPT-5-Codex, spends its “thinking” time more dynamically than previous models, and could spend anywhere from a few seconds to seven hours on a coding task. As a result, it performs better on agentic coding benchmarks. The new model is now rolling out in Codex products — which can be accessed via a terminal, IDE, GitHub, or ChatGPT — to all ChatGPT Plus, Pro, B

Vibe coding has turned senior devs into ‘AI babysitters,’ but they say it’s worth it

Carla Rover once spent 30 minutes sobbing after having to restart a project she vibe coded. Rover has been in the industry for 15 years, mainly working as a web developer. She’s now building a startup, alongside her son, that creates custom machine learning models for marketplaces. She called vibe coding a beautiful, endless cocktail napkin on which one can perpetually sketch ideas. But dealing with AI-generated code that one hopes to use in production can be “worse than babysitting,” she said

Topics: ai code coding said vibe

I did 24 days of coding in 12 hours with a $20 AI tool - but there's one big pitfall

Yosi Azwan/iStock / Getty Images Plus Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways I spent $20 on Codex and saw 16x productivity. Hard usage limits cut off coding in mid-project unexpectedly. Premium tools can cost $800 monthly but give steadier results. We've talked before about OpenAI's Codex, the AI model designed specifically for programming work. While I found it to have some capabilities, the need to use it only in GitHub or as part of the command-line

Topics: ai code codex coding work

After AI Led to Layoffs, Coders Are Being Hired to Fix ‘Vibe-Coded’ Screwups

The generative AI industry has promised to “disrupt” society, and on that front, it can be said to have succeeded. AI has certainly disrupted many parts of society, including education, social media, and politics. Most of all, it seems to have disrupted the tech industry itself, where what was once a profitable career (software development) increasingly seems to be more of a precarious one, thanks to the rise of so-called “vibe coding”—a form of AI-assisted software development that requires les

Topics: ai code coding told vibe

I used a $20 AI tool to finish 24 days of coding in 12 hours - but there's a big catch

Aitor Diago/Moment/Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways I spent $20 on Codex and saw 16x productivity. Hard usage limits cut off coding in mid-project unexpectedly. Premium tools can cost $800 monthly but give steadier results. We've talked before about OpenAI's Codex, the AI model designed specifically for programming work. While I found it to have some capabilities, the need to use it only in GitHub or as part of the command-line termin

Topics: ai code codex coding work

I used a $20 AI tool to finish 24 days of coding in 6 hours - but there's a big catch

Aitor Diago/Moment/Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways I spent $20 on Codex and saw 16x productivity. Hard usage limits cut off coding in mid-project unexpectedly. Premium tools can cost $800 monthly but give steadier results. We've talked before about OpenAI's Codex, the AI model designed specifically for programming work. While I found it to have some capabilities, the need to use it only in GitHub or as part of the command-line termin

Topics: ai code codex coding work

After coding catastrophe, Replit says its new AI agent checks its own work - here's how to try it

SEAN GLADWELL/Moment via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Replit unveiled Agent 3 on Wednesday. Code-generation is one of the few viable business use cases for AI. However, Replit recently deleted a user's entire codebase. On Wednesday, AI startup Replit released Agent 3, an autonomous code generation system designed to help non-programmers with software development projects. It's the latest in the industry-wide investment in vibe cod

I spent $20 on Codex and got 24 days of coding work done in 6 hours - but there's a big catch

Aitor Diago/Moment/Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways I spent $20 on Codex and saw 16x productivity. Hard usage limits cut off coding in mid-project unexpectedly. Premium tools can cost $800 monthly but give steadier results. We've talked before about OpenAI's Codex, the AI model designed specifically for programming work. While I found it to have some capabilities, the need to use it only in GitHub or as part of the command-line termin

Topics: ai code codex coding work

Exactly Six Months Ago, the CEO of Anthropic Said That in Six Months AI Would Be Writing 90 Percent of Code

With so many wild predictions flying around about the future AI, it’s important to occasionally take a step back and check in on what came true — and what hasn’t come to pass. Exactly six months ago, Dario Amodei, the CEO of massive AI company Anthropic, claimed that in half a year, AI would be "writing 90 percent of code." And that was the worst-case scenario; in just three months, he predicted, we could hit a place where "essentially all" code is written by AI. As the CEO of one of the buzzi

All vibe coding tools are selling a get rich quick scheme

all vibe coding tools are selling a get rich quick scheme 09 Sep, 2025 i wrote a piece earlier about why I won't be vibe coding anymore. i think of it less as vibe coding now, i kinda hate the term because it makes it seem like its not an involved process. it is very involved, and you can't just vibe it. all of the different tools selling the dream of building your own $1bn startup from just simple prompting are fooling people. yes all of them. trust me i've tried most of these tools. you c

A new experimental Go API for JSON

Joe Tsai, Daniel Martí, Johan Brandhorst-Satzkorn, Roger Peppe, Chris Hines, and Damien Neil 9 September 2025 Introduction JavaScript Object Notation (JSON) is a simple data interchange format. Almost 15 years ago, we wrote about support for JSON in Go, which introduced the ability to serialize and deserialize Go types to and from JSON data. Since then, JSON has become the most popular data format used on the Internet. It is widely read and written by Go programs, and encoding/json now ranks

Topics: encoding error json v1 v2

Inside the Man vs. Machine Hackathon

On a breezy San Francisco afternoon last Saturday, I found myself at a nondescript coworking space filled with shoeless coders. Just over a hundred visitors had crowded into an office building in the Duboce Triangle neighborhood for a showdown that would pit teams armed with AI coding tools against those made up of only humans (all were asked to ditch their shoes at the door). The hackathon was dubbed “Man vs. Machine,” and its goal was to test whether AI really does help people code faster—and

Programmers Using AI Create Way More Glaring Security Issues, Data Shows

Artificial intelligence has notorious problems with accuracy — so maybe it's not surprising that using it as a coding assistant creates more security problems, too. As a security firm called Apiiro found in new research, developers who used AI produce ten times more security problems than their counterparts who don't use the technology. Looking at code from thousands of developers and tens of thousand repositories, Apiiro found that AI-assisted devs were indeed producing three or four times mo

Development speed is not a bottleneck

"You are wrong, Pawel. You can vibe code a successful product without any technical skills. Here's one example." I liked the challenge, especially since it referenced a source. What I thought would be a short comment evolved into a series of articles. This post is the last one (or at least I believe so at the time of writing), and I will focus on the product management side. Well, just one aspect of it. The perception that the pace of shipping features (or building in general) is the bottlene

Development Speed Has Never Been a Bottleneck

"You are wrong, Pawel. You can vibe code a successful product without any technical skills. Here's one example." I liked the challenge, especially since it referenced a source. What I thought would be a short comment evolved into a series of articles. This post is the last one (or at least I believe so at the time of writing), and I will focus on the product management side. Well, just one aspect of it. The perception that the pace of shipping features (or building in general) is the bottlene

Warp brings new diff-tracking tools to the AI coding arms race

The AI coding tool Warp has a plan for making coding agents more comprehensible — and it looks an awful lot like pair programming. Today, the company is releasing Warp Code, a new set of features designed to give users more oversight over command-line-based coding agents, with more extensive difference tracking and a clearer view of what the coding agent is doing. “I feel like with these other command-line tools, you’re kind of just crossing your fingers and hoping that what comes out the othe

I asked AI to modify mission-critical code, and what happened next haunts me

Tsuba_sa/iStock/Getty Images Plus Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways AI repeated major sections in a mission-critical coding plan. Mission-critical coding work is too risky to delegate to AI. AI is fine for new features, not core infrastructure. I woke up in a cold sweat. In my nightmare, I was being chased by tens of thousands of people, all of whom were enraged because I destroyed their privacy. They were all holding laptops over their heads, swin

Is AI the end of software engineering or the next step in its evolution?

The first time I used ChatGPT to code, back in early 2023, I was reminded of “The Monkey’s Paw,” a classic horror story about an accursed talisman that grants wishes, but always by the most malevolent path — the desired outcome arrives after exacting a brutal cost elsewhere first. With the same humorless literalness, ChatGPT would implement the change I’d asked for, while also scrambling dozens of unrelated lines. The output was typically over-engineered, often barnacled with irrelevant fragment

Topics: ai code coding like vibe

Survey: a third of senior developers say over half their code is AI-generated

Fastly’s July 2025 survey of 791 developers found a notable difference in how much AI-generated code is making it into production. About a third of senior developers (10+ years of experience) say over half their shipped code is AI-generated — nearly two and a half times the rate reported by junior developers (0–2 years of experience), at 13%. “AI will bench test code and find errors much faster than a human, repairing them seamlessly. This has been the case many times,” one senior developer sai

AI’s coding evolution hinges on collaboration and trust

Artificial intelligence (AI) has transformed the coding sphere, with AI coding tools completing source code, correcting syntax errors, creating inline documentation, and understanding and answering questions about a codebase. As the technology advances beyond automating programming tasks, the idea of full autonomy looms large. Is AI ready to be a real coder? A new paper says not yet—and maps out exactly why. Researchers from Cornell University, MIT CSAIL, Stanford University, and UC Berkeley hi

Why AI Isn't Ready to Be a Real Coder

Artificial intelligence (AI) has transformed the coding sphere, with AI coding tools completing source code, correcting syntax errors, creating inline documentation, and understanding and answering questions about a codebase. As the technology advances beyond automating programming tasks, the idea of full autonomy looms large. Is AI ready to be a real coder? A new paper says not yet—and maps out exactly why. Researchers from Cornell University, MIT CSAIL, Stanford University, and UC Berkeley hi

Das Problem mit German Strings

German strings are everywhere I look. The impression I’ve gotten from working in the Rust Arrow/Datafusion ecosystem and related file formats for the last couple of months is that StringViews (the implementation of German strings in Arrow) are becoming, if they have not already, the canonical form of representing string columns at execution time. This is generally a good idea. German strings are a fantastic innovation rooted in simplicity that greatly improves most string processing use-cases i

DeepWiki: Understand Any Codebase

Welcome to another post in the AI Coding Series, where I'll share the strategies and insights I've developed for effective AI-assisted coding. In this post, I break down how I use DeepWiki - my go-to tool for understanding unfamiliar codebases, spinning up dev environments, and generating context for coding agents like Claude and Cursor. Whether you're evaluating an open-source repo, onboarding to a new project, or building an AI-powered dev tool, DeepWiki can save you hours. Note: This is not

A guide to Gen AI / LLM vibecoding for expert programmers

I get it, you’re too good to vibe code. You’re a senior developer who has been doing this for 20 years and knows the system like the back of your hand. Or maybe you’re the star individual contributor who is the only person who can ever figure out how to solve the hard problems. Or maybe you’re the professor who created the entire subject of the algorithms you’re implementing. I don’t know you, but I do know that you think you’re too good to vibe code. And guess what, you’re absolutely and totall

A Guide to Gen AI / LLM Vibecoding for Expert Programmers

I get it, you’re too good to vibe code. You’re a senior developer who has been doing this for 20 years and knows the system like the back of your hand. Or maybe you’re the star individual contributor who is the only person who can ever figure out how to solve the hard problems. Or maybe you’re the professor who created the entire subject of the algorithms you’re implementing. I don’t know you, but I do know that you think you’re too good to vibe code. And guess what, you’re absolutely and totall

Vibe Debugging: Enterprises' Up and Coming Nightmare

It's 12:45 PM, and my morning has vanished into the black hole of debugging my vibe-coded meme stock valuation site. The monthly growth numbers are spitting out garbage. What should be a steady 3-5% is showing wild swings between -50% and +2000%; the numbers don't add up. Each fix attempt means a 3-5 minute wait for Claude Code, get distracted, and come back to find that some code was added, but the bug remains. To fix this bug, I need to understand the code. However, the code is a mess of dup

Topics: ai code coding just need