frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Investigating the Downstream Effect of AI Assistants on Software Maintainability

https://arxiv.org/abs/2507.00788
1•KallDrexx•1h ago

Comments

KallDrexx•1h ago
This study came up on my feed but I'm not seeing much chatter on it. I'm interested in some perspectives from people who are better at reading if studies are quality or not.

> Abstract > > AI assistants, like GitHub Copilot and Cursor, are transforming software engineering. While several studies highlight productivity improvements, their impact on maintainability requires further investigation. [Objective] This study investigates whether co-development with AI assistants affects software maintainability, specifically how easily other developers can evolve the resulting source code. [Method] We conducted a two-phase controlled experiment involving 151 participants, 95% of whom were professional developers. In Phase 1, participants added a new feature to a Java web application, with or without AI assistance. In Phase 2, a randomized controlled trial, new participants evolved these solutions without AI assistance. [Results] Phase 2 revealed no significant differences in subsequent evolution with respect to completion time or code quality. Bayesian analysis suggests that any speed or quality improvements from AI use were at most small and highly uncertain. Observational results from Phase 1 corroborate prior research: using an AI assistant yielded a 30.7% median reduction in completion time, and habitual AI users showed an estimated 55.9% speedup. [Conclusions] Overall, we did not detect systematic maintainability advantages or disadvantages when other developers evolved code co-developed with AI assistants. Within the scope of our tasks and measures, we observed no consistent warning signs of degraded code-level maintainability. Future work should examine risks such as code bloat from excessive code generation and cognitive debt as developers offload more mental effort to assistants.

Glowing bacterial sensors detect gut illness in mice before symptoms emerge

https://medicalxpress.com/news/2026-01-bacterial-sensors-gut-illness-mice.html
1•PaulHoule•1m ago•0 comments

Show HN: Trust Protocols for Anthropic/OpenAI/Gemini

https://www.mnemom.ai
1•alexgarden•1m ago•0 comments

Taming Claude Code: Taking Back Control

https://saeedesmaili.com/posts/taming-claude-code-taking-back-control/
1•saeedesmaili•1m ago•0 comments

86% of Americans want Meta, Google held accountable for 'predatory' social media

https://nypost.com/2026/02/17/business/86-of-americans-want-meta-google-held-accountable-for-soci...
1•1vuio0pswjnm7•1m ago•0 comments

Climber on trial for leaving girlfriend to die on Austria's highest mountain

https://www.bbc.com/news/articles/c5yv9plyjgpo
1•tartoran•3m ago•0 comments

Show HN: AFS – filesystem-native memory layer for AI agents

1•thompson0012•3m ago•0 comments

Show HN: allsee – fast cross-platform file search built with Rust and Tauri

https://github.com/TeodorZlatanov/allsee
1•tzlatanov•3m ago•0 comments

A 5-20x faster experimental Homebrew alternative

https://github.com/lucasgelfond/zerobrew
1•nkjoep•4m ago•0 comments

Software as Wiki, Mutable Software

https://blog.exe.dev/software-as-wiki
1•gmays•4m ago•0 comments

"AI Agent Standards Initiative" for Interoperable and Secure Innovation

https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interopera...
1•ChrisArchitect•4m ago•0 comments

Unity CEO says an upcoming Beta will allow to "prompt full casual games"

https://www.gamingonlinux.com/2026/02/unity-ceo-says-an-upcoming-beta-will-allow-people-to-prompt...
1•dulvui•4m ago•0 comments

Finding a non-square mod p

https://www.johndcook.com/blog/2026/02/14/finding-a-non-square/
1•ibobev•5m ago•0 comments

Finding a square root of -1 mod p

https://www.johndcook.com/blog/2026/02/14/square-root-minus-1-mod-p/
1•ibobev•5m ago•0 comments

Wagon's Algorithm in Python

https://www.johndcook.com/blog/2026/02/14/wagons-algorithm-in-python/
1•ibobev•5m ago•0 comments

Show HN: Mailpeek – Vue.js email preview component (Gmail/Outlook rendering)

https://github.com/mailpeek/mailpeek
1•ashannon•6m ago•0 comments

Google's Lyria 3 AI music model is coming to Gemini today

https://arstechnica.com/google/2026/02/gemini-can-now-generate-ai-music-for-you-no-lyrics-required/
1•AndrewDucker•6m ago•0 comments

Show HN: AgentDX – Open-source linter and LLM benchmark for MCP servers

https://github.com/agentdx/agentdx
1•yamarldfst•6m ago•0 comments

Zero-day CSS: CVE-2026-2441 exists in the wild

https://chromereleases.googleblog.com/2026/02/stable-channel-update-for-desktop_13.html
5•idoxer•7m ago•0 comments

The Scarcity Trap: Why AI Still Feels Like a Metered Utility

https://productics.substack.com/p/the-scarcity-trap-why-ai-still-feels
1•gmays•8m ago•0 comments

Show HN: A Unix environment in a single HTML file (420 KB)

https://shiro.computer/show
4•sagebird•9m ago•1 comments

Show HN: Sher – Instant Preview Environments

https://sher.sh
1•andout_•9m ago•0 comments

Becoming a Research Engineer at a Big LLM Lab: 18 Months of Strategic Career Dev

https://www.maxmynter.com/pages/blog/jobhunt
1•evakhoury•10m ago•0 comments

Token_ledger – Ruby gem for auditable token accounting in Rails

https://github.com/wuliwong/token_ledger
1•wuliwong•10m ago•1 comments

Heaper: Local-first PKM for all filetypes with multi-device sync, tags and links

https://heaper.de/
1•gessha•11m ago•0 comments

WhatsApp Invoice Bot

1•ayoolafelix•11m ago•0 comments

How Does Shazam Know What Song Is Playing?

https://paraschopra.github.io/explainers/fourier-transform/index.html
2•Brajeshwar•12m ago•0 comments

Robot hand approaches human-like dexterity with new visual-tactile training

https://techxplore.com/news/2026-02-robot-approaches-human-dexterity-visual.html
1•Brajeshwar•12m ago•0 comments

Show HN: Axon – Agentic AI with mandatory user approval and audit logging

https://github.com/NeuroVexon/axon-community
1•NeuroVexon•13m ago•1 comments

Hacking Cloudflare's AI Playground

https://kazama.in/ai-playground-xss-to-mcp-takeover/
2•matured_kazama•13m ago•0 comments

I ported Luanti (Minetest) to WASM for a browser-based, FOSS P2P game night

1•kaesual•13m ago•0 comments