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The Cost of AI-Generated Code: Detection vs. Remediation

https://rsolv.dev/blog/hidden-cost-ai-generated-code
1•Arubis•7mo ago

Comments

Arubis•7mo ago
Author here. While building automated security remediation, we discovered AI models hallucinating package names at a 19.6% rate (USENIX 2025). Attackers are already exploiting this - "huggingface-cli" got 30,000 downloads despite being fake.

The security industry focuses on detection, but with AI generating code 10x faster, we need automated fixes that match that speed. Otherwise we're just letting all those issues rot in the backlog.

Happy to answer questions about slopsquatting, our technical approach, or the state of AI code security.

More details on building this in the open: https://www.indiehackers.com/post/built-the-wrong-thing-at-t...

Gemini responds to request to turn on lights with hallucinated jailbreak prompt

https://www.reddit.com/r/googlehome/s/Lh3dYqccgB
1•visviva•1m ago•0 comments

RustCast -open-source Raycast-style launcher written in Rust

https://github.com/unsecretised/rustcast
1•todsacerdoti•1m ago•0 comments

Why Do Olympic Athletes Bite Their Medals?

https://www.thv11.com/article/sports/olympics/winter-games-iq/why-athletes-bite-medals-olympics/5...
1•RickJWagner•1m ago•0 comments

Mdash – Markdown in URL

https://kamilmac.github.io/mdash/
1•kmacinski•3m ago•0 comments

Brings your family memories now

https://familymemories.video
1•tareq_•3m ago•0 comments

Travel to Cheap Destinations

https://nomagicpill.substack.com/p/travel-to-cheap-destinations
1•surprisetalk•5m ago•0 comments

Rebuilding my home network with VLANs and 10Gbps

https://clintonboys.com/projects/homelab/03-network/
1•mtsolitary•5m ago•0 comments

Show HN: RepoSherlock – repo onboarding in minutes (map, run, risks)

1•kemal-arslan•7m ago•0 comments

Going Through Snowden Documents, Part 2

https://libroot.org/posts/going-through-snowden-documents-part-2/
1•stareatgoats•8m ago•0 comments

Can Europe get kids off social media?

https://www.ft.com/content/cf465c21-4789-490b-b328-41f6383567d7
2•thm•11m ago•0 comments

I Built a NAS (Buildlog)

https://arne.me/blog/buildlog-nas
2•abahlo•11m ago•0 comments

Making Software: How do computers store data?

https://www.makingsoftware.com/chapters/how-is-data-stored
1•Garbage•13m ago•0 comments

A timeline of claims about AI/LLMs

https://blog.nethuml.xyz/posts/2026/02/timeline-of-claims-about-ai-llms/
2•nethuml•15m ago•0 comments

Freeciv 3D with hex map tiles and WebGPU renderer

https://freecivworld.net/
1•roschdal•17m ago•0 comments

SpaceX-xAI Merger: Nobody's Talking About the von Neumann Elephant in the Room

1•juanpabloaj•20m ago•1 comments

Smart Homes Are Terrible

https://www.theatlantic.com/ideas/2026/02/smart-homes-technology/685867/
6•aarghh•25m ago•0 comments

Ask HN: Would you use an ESLint-like tool for SEO that fails your CI/CD build?

1•YannBuilds•26m ago•0 comments

Praise for Price Gouging

https://www.grumpy-economist.com/p/praise-for-price-gouging
1•mhb•29m ago•0 comments

Open source infra orchestrator agent clanker CLI

https://github.com/bgdnvk/clanker
1•tekbog•30m ago•0 comments

Lance table format explained simply, stupid (Animated)

https://tontinton.com/posts/lance/
1•tontinton•31m ago•0 comments

Solving Soma

https://anekstein.com/posts/2026-02-01-blocker
1•davidanekstein•32m ago•0 comments

We built a cloud platform for agentic software (our virtualization, etc.)

https://agentuity.com/
1•rblalock•32m ago•2 comments

Show HN: WLM-SLP – A 0D-27D Structural Language for Multi-Agent Alignment

https://github.com/gavingu2255-ai/WLM-Open-Source/blob/main/README.md
1•WujieGuGavin•32m ago•0 comments

Former Tumblr Head Jeff D'Onofrio Steps in as Acting CEO at the Washington Post

https://www.theverge.com/tech/875433/tumblr-jeff-donofrio-ceo-washington-post-layoffs
3•bookofjoe•35m ago•1 comments

Bounded Flexible Arrays in C

https://people.kernel.org/kees/bounded-flexible-arrays-in-c
1•fanf2•35m ago•0 comments

The Invisible Labor Force Powering AI

https://cacm.acm.org/news/the-invisible-labor-force-powering-ai/
1•pseudolus•38m ago•0 comments

Reading Recursion via Pascal

https://journal.paoloamoroso.com/reading-recursion-via-pascal
1•AlexeyBrin•38m ago•0 comments

Show HN: I made a website that finds patterns on your spreadsheet

https://analyzetable.com
1•kouhxp•39m ago•0 comments

Jokes on You AI: Turning the Tables – LLMs for Learning

https://www.dev-log.me/jokes_on_you_ai_llms_for_learning/
1•wazHFsRy•39m ago•0 comments

You don't need RAG in 2026

https://ryanlineng.substack.com/p/you-dont-need-rag-in-2026
2•kareninoverseas•40m ago•0 comments