#AIgeneratedCode
Generating code should not go without a proper code walkthrough, but the belief that AI is infallible tells us a walkthrough is not needed. This article explains why that belief is wrong. #vibecoding #AIGeneratedCode https://cstu.io/c66c0a
The problem with wild code? IT can't see it coming.
77% of organisations say AI adoption is outpacing governance, proving that the issue isn't a policy gap, it's a visibility one.
cstu.io
October 12, 2026 at 5:51 PM
In Hell's Kitchen, Gordon Ramsay shows exactly how to make a dish. Then the contestants try. They get it wrong every time.
Explaining is not enough. Same with coding agents.
New blog:
testingil.com/2026/10/is-a...
#AIGeneratedCode #CodeQuality #AIAgents
October 8, 2026 at 1:01 PM
"You are responsible for our 2.5 hour shutdown in production."
"It wasn't me. Claude wrote the code, the tests, and promised it'll be ok."
"Do you know what the code really does?"
"Sort of."
New video →
youtu.be/IAZj1CwKBI0
#AITesting #FlakyTests #AIGeneratedCode #SoftwareTesting #TestAutomation
Flaky Tests From AI-Generated Code: We Hired a Saboteur
YouTube video by TestinGil - Gil Zilberfeld
youtu.be
October 1, 2026 at 1:57 PM
Ever signed a 28-page legal form after reading every line?
Now imagine reading that ten times a day. In code font. Full of "oopsies" and "I apologize", because code agents love a story.
New blog:
testingil.com/2026/09/ai-c...
#AITesting #AIGeneratedCode #SoftwareTesting #CodeQuality #AIAgents
September 30, 2026 at 1:42 PM
We nagged developers for years to give us tests. Any proof the code works.
Thanks to AI, we got what we asked for. The bugs are still in there.
New blog →
testingil.com/2026/09/why-...
#AITesting #SoftwareTesting #AIGeneratedCode #CodeQuality #UnitTesting
September 24, 2026 at 1:49 PM
The widespread use of #AIcoding tools is causing a #crisis among #programmers, who are becoming overly reliant on these tools and losing their ability to write code by hand. This #overreliance is leading to a decrease in #criticalthinking and #problemsolving skills, resulting in a rise in #errors…
tech news ᳇ eicker.news (@technews@eicker.news)
The widespread use of #AIcoding tools is causing a #crisis among #programmers, who are becoming overly reliant on these tools and losing their ability to write code by hand. This #overreliance is leading to a decrease in #criticalthinking and #problemsolving skills, resulting in a rise in #errors and #security issues in #AIgeneratedcode. The situation is causing frustration among programmers, who feel their expertise is being devalued. https://futurism.com/artificial-intelligence/software-engineer-ai-chaos-press-enter-all-day?eicker.news #tech #news #ainews
eicker.news
September 24, 2026 at 9:30 AM
A Hacker News post argues AI erased the middle of software engineering. PR review, bug, and hiring data mostly back it up, with one real correction. #aigeneratedcode
AI Is Making Bad Engineering More Expensive
hackernoon.com
September 13, 2026 at 5:46 PM
How to safely ship AI-generated production code with permissions, testing, security gates, and review. #aigeneratedcode
The Safe Way to Ship Production Code Written by AI Agents
hackernoon.com
September 7, 2026 at 8:42 AM
July 8, 2026 at 6:51 PM
AI-generated code speeds delivery but also amplifies security debt at machine speed. AppSec leaders now need risk velocity metrics, automated testing, dependency controls, and policy enforcement before production. #AICode #AppSec #DevSecOps
AI-generated code has made security debt a governance problem
AI-generated code is accelerating software development, but it is also creating risk at machine speed that many application security programs are not built to handle. Organizations must govern AI-assisted code with automated testing, dependency controls, remediation, and policy enforcement before it reaches production. #Veracode #AIgeneratedcode #CISO
www.hendryadrian.com
July 13, 2026 at 12:45 PM
Tech debt. We still believe we can control it.
But today's AI code debt is a much larger and more frightening monster.
Paying it is a lot harder.
testingil.com/2026/08/ai-c...
#AIGeneratedCode #TechnicalDebt
August 12, 2026 at 1:44 PM
Cloudflare published a blog post demonstrating a serverless Matrix homeserver running on Workers, triggering debate over AI-generated code and technical accuracy. #cloudflare #ai #matrix #matrixhomeserver #aigeneratedcode #infoq www.infoq.com/news/2026/02...
Cloudflare's Matrix Homeserver Demo Sparks Debate over AI-Generated Code Claims
A Cloudflare blog post claiming a "production-grade" Matrix homeserver on Workers didn't survive community scrutiny. Missing federation, incomplete encryption, and TODO comments in authentication logi...
www.infoq.com
February 4, 2026 at 9:06 AM
Our CEO Ted Julian is revisiting the #irontriangle (featured in one of his first-ever blog posts for Flux back in 2024) this week - see how AI generated code is changing how we think about speed, quality, and cost in 2025: www.askflux.ai/blog/ai-gene...
#AIgeneratedcode
AI Generated Code: Revisiting the Iron Triangle in 2025
AI generated code is changing how we think about speed, quality, and cost—but new research shows it may be creating hidden productivity losses and technical debt for engineering teams.
www.askflux.ai
September 2, 2025 at 3:01 PM
##Infosec2024: Tackling Cyber Challenges of AI-Generated Code
https://www.infosecurity-magazine.com/news/tackling-cyber-challenges-ai-code/

##Infosec ##Security ##Cybersecurity ##CeptBiro ##Infosec2024 ##CyberChallenges ##AIGeneratedCode
#Infosec2024: Tackling Cyber Challenges of AI-Generated Code
If software developers want to benefit from AI-generated code tools, they must mitigate some of the risks they could bring first, Synopsys’ Lucas von Stockhausen said at Infosecurity Europe
www.infosecurity-magazine.com
June 5, 2024 at 1:29 PM
Start‑up incubators say more new firms rely heavily on AI‑generated code, while large language models now turn plain English into functional code—a practice called “vibe coding”. Read more: https://getnews.me/ai-driven-shift-redefines-software-development-practices/ #aigeneratedcode #vibecoding
September 5, 2025 at 3:29 PM
Vibe coding is fast—but is it secure? Here are 5 critical lessons for AppSec teams navigating AI-generated code in production. jpmellojr.blogspot.com/2025/10/vibe...
#VibeCoding #AppSec #AIgeneratedCode #DevSecOps #LLMcoding #CodeReview #SoftwareSecurity
Vibe coding in production: 5 security lessons
Vibe-coded apps that make it to production can be a minefield for security teams. Here are key takeaways for your AppSec team. more
jpmellojr.blogspot.com
October 16, 2025 at 3:37 PM
Turns out 43% of AI‑generated code changes still need debugging, and even Amazon felt the strain. Lightrun’s new report shows the hidden instability in our dev pipelines. Curious? Dive into the details. #AIGeneratedCode #AmazonOutage #CodeDebugging

🔗 aidailypost.com/news/43-aige...
April 14, 2026 at 1:20 PM
Qodo’s new Git‑integrated, human‑in‑the‑loop workflow lets devs review AI‑generated code like a normal pull request—no more overload. See how it blends automation with real code review. #Qodo #HumanInTheLoop #AIgeneratedCode

🔗 aidailypost.com/news/qodos-g...
November 10, 2025 at 3:36 PM
AI-Generated Code and Copyright Challenges in Open Source Projects

🤖 IA: It's not clickbait ✅
👥 Users: It's not clickbait ✅

#aigeneratedcode #copyrightissues

View full AI summary:
AI-Generated Code and Copyright Challenges in Open Source Projects
The article discusses the legal and ethical challenges posed by AI-generated code in open-source software development. It highlights how AI tools produce code with uncertain copyright protections, threatening the integrity of open-source projects that rely on copyright enforcement. Contributors warn that fully AI-generated code lacks copyright ownership, while partially AI-assisted code remains legally ambiguous. This creates risks for open-source communities, as low-quality or malicious code could pollute repositories. The text also mentions the potential for AI to automate code reviews, but cautions against merging AI-generated contributions without human oversight. Legal experts note that the absence of clear copyright frameworks for AI output could undermine the licensing models (like GPL) that govern open-source projects. The discussion underscores the need for gatekeeping and quality standards in projects facing an influx of AI-generated submissions, raising concerns about the long-term viability of open-source ecosystems in the age of AI. Contributors argue that while AI can enhance productivity, it also introduces complexities that require careful management to preserve the trust and collaboration central to open-source development.
en.killbait.com
July 4, 2026 at 10:51 AM