frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

How do you manage quality when AI write code faster than humans can review it?

3•lostsoul8282•13h ago
We are shifting to an agentic workflow. My thesis is "Code at Inference Speed." My CTO's counter-argument is that reviewing code is harder than writing it.

His concern is simple: If AI increases code volume by 10x, human review becomes a fatal bottleneck. He predicts technical debt will explode because humans can’t mentally verify that much logic that quickly. My concern is as competitors,clients, etc are able to release code quickly then we need to be faster on our product - clients expectations are increasing.

How do handle this? I know one option is to slow down releases but is there any other approaches people are taking.

Comments

qubex•13h ago
You stop using AI.
gus_massa•9h ago
I'm using Gemini in Google Search to get one line snippets. Sometimes they are wrong, but close enough to fix them. It's like going to expert-exchange or stack-overflow, sometime better, sometimes less predictable.
AlexeyBrin•13h ago
Your CTO is right, reviewing code is harder than writing it. Any experienced programmer will confirm that.

If the human is the bottleneck the logical step is to use a different AI to review the code produced by the original AI. You can even use two different AIs to review the code generated by the first one and accept the code if both agree it does not have bugs. I doubt this will guarantee a high quality product, but it is the solution to doing all your code with AI.

The prudent choice would be to push any generated code to production only after it was tested and reviewed by an experienced human programmer.

oracleclyde•13h ago
As an employee and engineer, it is still your job to produce and validate working code. AI makes its easier, faster, but that still doesn't absolve you of the responsibility. At the end of the day, humans are responsible for what ships. If your code breaks the product because AI went nutz and inserted a Guacamole recipe in a library, then that's on us for not catching it.

I work at a security focused company, top in the entire industry, and blaming AI is not allowed. We use AI, even integrated inside our product, but we aren't ignorant. AI can and will write bad and broken code.

techblueberry•12h ago
There was a thread on LinkedIn recently about this, and basically I think the answer is platform engineering. More testing, more guardrails in production, experiments instead of manual reviews of code.

Stop caring what the code looks like, and start caring about what the code does.

Autofocusing Smart Glasses with Eye Tracking Tech Could Make Bifocals Obsolete

https://hothardware.com/news/autofocusing-smart-glasses-with-eye-tracking-tech-could-make-bifocal...
1•WaitWaitWha•54s ago•0 comments

2. Title: Show HN: First Modern Nvidia Driver for IBM POWER8 via OCuLink

https://github.com/Scottcjn/nvidia-power8-patches
1•AutoJanitor•4m ago•0 comments

Show HN: A Base44-style builder for data workflows (DuckDB-powered)

https://www.gptbeyond.com/try
1•vibecoding101•7m ago•0 comments

An mRNA Shot Turned Back the Clock in Mice

https://singularityhub.com/2026/01/08/aging-weakens-immunity-an-mrna-shot-turned-back-the-clock-i...
1•WaitWaitWha•7m ago•0 comments

It's Your Job to Keep Your Secrets

https://www.overcomingbias.com/p/its-your-job-to-keep-your-secrets
1•paulpauper•9m ago•0 comments

The Permanent Emergency

https://www.astralcodexten.com/p/the-permanent-emergency
1•paulpauper•10m ago•0 comments

How I Learned to Love Reading

https://www.honest-broker.com/p/how-i-learned-to-love-reading
1•paulpauper•11m ago•0 comments

MIT Whirlwind I: A High-Speed Electronic Digital Computer (1951)

https://dome.mit.edu/bitstream/handle/1721.3/40245/MC665_r12_R-209.pdf?sequence=1&isAllowed=y
1•stmw•17m ago•1 comments

Freelance Contract Management Software

https://www.plotform.cc/
1•abdullah9•18m ago•0 comments

Gut bacteria may drive bipolar depression by influencing brain connectivity

https://medicalxpress.com/news/2025-12-gut-bacteria-play-role-bipolar.html
1•PaulHoule•19m ago•0 comments

Using AI, Mathematicians Find Hidden Glitches in Fluid Equations

https://www.quantamagazine.org/using-ai-mathematicians-find-hidden-glitches-in-fluid-equations-20...
1•pseudolus•20m ago•0 comments

Bytelocker Emacs Port

https://github.com/abaj8494/bytelocker.el
1•br1ttle•20m ago•1 comments

X Sues Music Publishers over "Weaponized" DMCA Takedown Conspiracy

https://torrentfreak.com/x-sues-music-publishers-over-weaponized-dmca-takedown-conspiracy/
3•gslin•21m ago•0 comments

The ethics of wanting someone who is taken

https://docs.google.com/forms/d/e/1FAIpQLSc2V2YQc0RssBA_4j2Gh0Pb4AT8cdHtPP3sOatGg9Ide0uvjg/viewfo...
1•tavro•25m ago•1 comments

Maine's black market for baby eels is spawning a crime-thriller subgenre

https://www.pressherald.com/2025/09/09/maines-black-market-for-baby-eels-is-spawning-a-crime-thri...
2•noleary•26m ago•1 comments

USDA suspends federal financial awards to Minnesota and Minneapolis

https://turnto10.com/news/nation-world/enough-is-enough-usda-suspends-federal-financial-awards-to...
4•blurbleblurble•33m ago•3 comments

Show HN: I built a Postgres GUI in Swift because existing tools felt bloated

https://postgresgui.com
1•fikrigha•37m ago•0 comments

Scaffold – Add AI features to any site, no API keys or back end

https://www.scaffoldtool.com/
1•niqhtcrawler•40m ago•1 comments

Rust Is Perfectly Imperfect

http://0x80.pl/notesen/2026-01-08-imperfect-rust.html
1•orlp•51m ago•1 comments

AI Won't Kill Open Source – It Will Amplify It

https://petabridge.com/blog/ai-wont-kill-open-source/
1•Aaronontheweb•52m ago•0 comments

Show HN: Build your own Atlas/Comet AI-browser (open source)

https://github.com/tomkit/chromium-my-assistant
1•tomkit•54m ago•0 comments

Americans Do Not Need a Left or Right Revolution

https://www.grumpychineseguy.com/p/americans-do-not-need-a-left-or-right
3•metadope•58m ago•3 comments

AI as the Engine of Application State

https://jonwoodlief.com/ai-app-state.html
1•jonfw•58m ago•0 comments

Show HN: A Constitutional Framework for Ethical AI Decision-Making

https://github.com/SebastFock/Sovereign-Engagement
1•StrategicEthos•59m ago•0 comments

Show HN: Ollie – Glass-box AI code editor with local models and no subscription

https://costa-and-associates.com/ollie
1•lcmeyer•1h ago•1 comments

Show HN: 0list – Self-hosted waitlist on Cloudflare Workers (free tier)

https://0list.d4mr.com/
2•d4mr•1h ago•0 comments

The Code-Only Agent

https://rijnard.com/blog/the-code-only-agent
1•emersonmacro•1h ago•0 comments

Ask HN: Have CES keynotes been especially bad this year?

1•Fr0styMatt88•1h ago•0 comments

Djot – A light markup language

https://github.com/jgm/djot
1•Svetlitski•1h ago•0 comments

Hochul and Mamdani Announce Plan to Make N.Y. Child Care Universal

https://www.nytimes.com/2026/01/08/nyregion/mamdani-hochul-child-care.html
6•toomuchtodo•1h ago•2 comments