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Why AI Code Needs the Same Rigor We Should've Been Using All Along

https://whetlan.substack.com/p/why-ai-code-needs-the-same-rigor
2•tabwidth•1h ago

Comments

tabwidth•1h ago
Started from a thread on "Slop is not necessarily the future" (https://news.ycombinator.com/item?id=47587953). I commented that technical debt from sloppy code shows up too late to fix. someone replied that humans also write sloppy code. Fair enough, but that got me thinking about what's actually different when AI writes the code.

Short version: AI doesn't lower the bar for code quality. It just makes the lack of process hurt faster. Two things get amplified: the gap between what you ask for and what gets built, and not knowing which generated code is going to survive.

jiffy_lubricant•1h ago
I disagree. My ability to write sufficient code to patch prior issues hasn't led to a loss of velocity. Basically, run a bunch of agents in parallel and they should be able to smooth out any issues.

https://imbue.com/product/mngr/

Intro to Reality Pentesting

https://cptkj.substack.com/p/intro-to-reality-pentesting
1•curmudgeon22•1m ago•0 comments

iOS 27 Rumored to Feature Keyboard Upgrade

https://www.macrumors.com/2026/04/01/ios-27-upgraded-keyboard-rumor/
1•Tomte•10m ago•0 comments

Agent Self-Care: The Hidden CPU Demand Reshaping Software Engineering

https://codephysics.dev/articles/agent-self-care/
1•antonajp•11m ago•1 comments

The Lost Art of Baseball's Makeup Call

https://thespade.substack.com/p/the-lost-art-of-baseballs-makeup
1•duck•11m ago•0 comments

A Guide to the AI Tribes

https://micheljusten.substack.com/p/a-guide-to-the-ai-tribes
1•timshell•15m ago•0 comments

Salomi, a research repo on extreme low-bit transformer quantization

https://github.com/OrionsLock/SALOMI
2•Edward9055•25m ago•0 comments

Your sign-up form is a weapon

https://bytemash.net/posts/subscription-bombing-your-signup-form-is-a-weapon/
3•homelessdino•25m ago•0 comments

Show HN: Open-agent-SDK – Claude Code's internals, extracted and open-sourced

https://github.com/codeany-ai/open-agent-sdk-typescript
1•idoubi•25m ago•0 comments

Neural Particle Automata: Learning Self-Organizing Particle Dynamics

https://arxiv.org/abs/2601.16096
1•E-Reverance•29m ago•0 comments

'Unsustainable': Congressional Scrutiny of Kalshi, Polymarket Explodes

https://www.politico.com/news/2026/04/01/congress-kalshi-polymarket-regulation-00852370
2•mitchbob•30m ago•1 comments

'Think Everybody Dead': How the Threat of AI Is Fueling a New Political Alliance

https://www.politico.com/news/magazine/2026/04/01/silicon-valley-bernie-sanders-ai-coalition-0085...
3•mitchbob•32m ago•1 comments

macOS menu bar companion for Claude Code sessions

https://github.com/sayantan94/Pulse
1•Morningstar317•32m ago•0 comments

A Proposed Improvement to the Diet Coke and Mentos Experiment (2016)

https://physics.stackexchange.com/questions/168554/a-proposed-improvement-to-the-diet-coke-and-me...
1•jjmarr•32m ago•0 comments

MLflow Command Injection Vulnerability

https://nvd.nist.gov/vuln/detail/CVE-2025-11201
1•colemurray•39m ago•0 comments

Escapting the Claws

https://8gent.world/blog
1•freddealmeida•40m ago•0 comments

Tim Cook (Still) Believes in Crazy Ideas

https://www.esquire.com/news-politics/a70886045/apple-50th-anniversary/
1•thm•41m ago•2 comments

Dispenso: A high-performance C++ thread pool and parallel algorithms library

https://github.com/facebookincubator/dispenso
2•tanelpoder•42m ago•0 comments

Show HN: API for Flight Prices

https://ignav.com/
1•gusgordon•43m ago•0 comments

Why Iran targeted Amazon data centers

https://theconversation.com/why-iran-targeted-amazon-data-centers-and-what-that-does-and-doesnt-c...
5•throwaway2037•47m ago•1 comments

The future of code search is not regex – 100x faster than ripgrep

https://fff.dmtrkovalenko.dev/
2•neogoose•48m ago•2 comments

Building a Python Library in 2026

https://stephenlf.dev/blog/python-library-in-2026/
1•stephenlf•48m ago•0 comments

Show HN: Tlock – Lock macOS folders and apps with your fingerprint

https://github.com/freyzo/touch-lock
1•leo_agent•51m ago•0 comments

Show HN: NASA Artemis II Mission Timeline Tracker

https://www.sunnywingsvirtual.com/artemis2/timeline.html
1•AustinDev•52m ago•0 comments

VCR and Crystal balls in Claude's Leak

https://blog.mzfr.me/posts/2026-04-01-cc-vcr-cpu/
1•mzfr•53m ago•0 comments

Tell HN: Trying to update to macOS 15.7.5 bricked my M2 MacBook Pro

2•ValentineC•53m ago•2 comments

Iron-proxy – An egress firewall for untrusted workloads

https://github.com/ironsh/iron-proxy
1•gslepak•56m ago•0 comments

The Trajectory of the Iran War: Will Jiang Xueqin's Third Prediction Come True?

https://medium.com/@achineseliveinlondon/the-trajectory-of-the-iran-war-will-jiang-xueqins-third-...
1•salkahfi•57m ago•1 comments

OpenAge: Open-Source Biological age foundation models

https://twitter.com/nikhilyadala/status/2039171557667557744
1•nikhilyadala•57m ago•1 comments

Email obfuscation: What works in 2026?

https://spencermortensen.com/articles/email-obfuscation/
2•jaden•57m ago•0 comments

1 Click authentication with new NPM package

https://www.npmjs.com/package/react-google-one-tap-extention
2•Herod55•58m ago•0 comments