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Ask HN: What has been the fate of code review?

2•tantaman•1h ago
Given the increased use of AI, my experience is that teammates are moving so fast churning out so many changes that it is nigh impossible to review it all. I can't even keep up with the code being generated by my own use of LLMs at times. Granted, I can slow it all down. And I do at times when one of the following is true: 1. It is a new space I want to understand 2. I don't trust the agent for the current domain 3. It is incredibly complex and nuanced work

Leaning on oracles (something that can provide a ground truth that LLMs can check their impls against) gives a lot of confidence and eases my mind when skipping reviews. Expansive testing and formal verification seem like they will displace code review.

Code review also provided mentorship, design feedback, shared ownership. Where is mentorship being redirected? Are people still finding time to design review?

Open Source AI assisted 1k+ line PRs is a whole nother ball of wax. My best trick here is to extract the key ideas from the PR and re-implement it myself.

Global watchdog calls for tighter controls on agentic AI in finance

https://www.reuters.com/legal/transactional/global-watchdog-calls-tighter-controls-agentic-ai-fin...
1•1vuio0pswjnm7•19s ago•0 comments

Why the blockbuster SpaceX IPO may spell more bad news for crypto

https://www.reuters.com/legal/government/why-blockbuster-spacex-ipo-may-spell-more-bad-news-crypt...
1•JumpCrisscross•3m ago•0 comments

Frost: Disk Drive Is the Snitch

https://protonprivacy.substack.com/p/frost-your-disk-drive-is-the-snitch
2•daesorin•3m ago•0 comments

The Lockdown Dissidents (A WSJ Documentary)

https://www.youtube.com/watch?v=O87Et-w3vdg
1•mudil•3m ago•0 comments

CastIn2007: A 2007 styled YouTube clone I built out of boredom

https://cast-in2007.edgeone.app/
1•colinnW•5m ago•0 comments

AEO: Getting Started

https://hedge-ops.com/posts/answer-engine-optimization-playbook/
1•mooreds•7m ago•0 comments

Linux Foundation's Latest AI Effort Is Around AI Asset and Data Exchange

https://www.phoronix.com/news/Linux-Foundation-OpenSharing
1•daesorin•7m ago•0 comments

Object-Level Explanations for Image Geolocation Models: A GeoGuessr Use-Case

https://arxiv.org/abs/2605.00912
1•PaulHoule•7m ago•0 comments

Virtual Mailbox vs. Lawyer for Incorporating

1•svenv•8m ago•0 comments

AMA: I'm a Random HN User, ask me anything (and I might respond)

2•SpyCoder77•10m ago•8 comments

Show HN: AgentCarousel – behavioral tests for AI agents, with signed evidence

https://github.com/agentcarousel/agentcarousel
1•neemsio•10m ago•0 comments

Social Security Now Expects Shortfall Earlier, in Late 2032

https://www.wsj.com/politics/policy/social-security-trust-insolvency-2032-d26bf25e
3•JumpCrisscross•10m ago•1 comments

An Early Step on the Long Road to Photosynthesis

https://www.quantamagazine.org/an-early-step-on-the-long-strange-road-to-photosynthesis-20260610/
1•daesorin•10m ago•0 comments

New Anthropic privacy policy: age/identity verification for consumer accounts

https://www.anthropic.com/legal/privacy
2•vhantz•10m ago•1 comments

Air Canada pilot accused of flying over 900 flights without valid license

https://www.cbsnews.com/news/air-canada-pilot-arrested-hundreds-flights-no-valid-license/
1•naturalmovement•11m ago•0 comments

DiffusionGemma: 4x Faster Text Generation

https://blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-gen...
11•meetpateltech•13m ago•2 comments

Show HN: Extend UI – open-source UI kit for modern document apps

https://www.extend.ai/ui
1•kbyatnal•13m ago•0 comments

Detection of animal sounds using data augmentation and transfer learning

https://www.nature.com/articles/s41598-026-48308-6
1•PaulHoule•13m ago•0 comments

Show HN: AI watched my screen for a year. Weather beat sleep

https://donethat.ai/blog/dogfooding-donethat
1•christoph123•14m ago•0 comments

It Is the Nature of Desire Not to Be Satisfied

https://kammartinez.wordpress.com/2012/03/03/it-is-the-nature-of-desire-not-to-be-satisfied-a-rev...
1•jruohonen•15m ago•0 comments

Anthropic support does not exist

https://mg0x7be.github.io/anthropic-support-does-not-exist.html
1•VimEscapeArtist•15m ago•0 comments

Moniker.com shuts down startup without warning

1•alexanderlabrie•17m ago•0 comments

Gemma-4-31B at 256K context on a $1,400 AMD GPU – measured, with patches

https://github.com/KaiFelixBennett/gemma4-turboquant-rdna4
1•alsaha•17m ago•0 comments

Postgres by Example

https://github.com/boringcollege/postgres-by-example
3•thenewedrock•17m ago•0 comments

Would Claude Fable's shadownerfing making an anticompetitive class action case

2•hashmap•17m ago•0 comments

Conway's Game of Life as an artillery game [video]

https://www.youtube.com/watch?v=2olkLmmO8TU
1•lafferty•18m ago•0 comments

Anatomy of a high-performance EP kernel

https://fergusfinn.com/blog/anatomy-of-a-high-performance-ep-kernel/
1•kkm•18m ago•0 comments

Pentagon Official Admits Boat Strike May Have Killed Human Trafficking Victims

https://theintercept.com/2026/06/10/trump-boat-strikes-human-trafficking-victims/
1•ceejayoz•19m ago•0 comments

City Chicken vs. City Chicken: Berlin's Bloody Rotisserie Feud

https://www.heistberlin.com/news/nhas-city-chicken-sonnenallee-feud-prison-ramtin-torture/
1•randycupertino•21m ago•0 comments

Avalanche's desktop fusion reactor delivers blistering-hot plasma

https://techcrunch.com/2026/06/10/avalanches-desktop-fusion-reactor-delivers-blistering-hot-plasma/
1•Brajeshwar•21m ago•0 comments