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GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•3m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•6m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
1•helloplanets•8m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•16m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•18m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•19m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•19m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
1•basilikum•22m ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•23m ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•27m ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
3•throwaw12•29m ago•1 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•29m ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•30m ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•32m ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•35m ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•37m ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•43m ago•0 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•45m ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•50m ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•52m ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
1•lifeisstillgood•52m ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•55m ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•57m ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
2•birdculture•58m ago•0 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•1h ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
2•ramenbytes•1h ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•1h ago•0 comments

Ed Zitron: The Hater's Guide to Microsoft

https://bsky.app/profile/edzitron.com/post/3me7ibeym2c2n
2•vintagedave•1h ago•1 comments

UK infants ill after drinking contaminated baby formula of Nestle and Danone

https://www.bbc.com/news/articles/c931rxnwn3lo
1•__natty__•1h ago•0 comments

Show HN: Android-based audio player for seniors – Homer Audio Player

https://homeraudioplayer.app
3•cinusek•1h ago•2 comments
Open in hackernews

Reflections and rantings from a system design interviewer

https://www.calvinbarker.com/blog/reflections-and-rantings-from-a-system-design-interviewer
14•calvinbarker•1mo ago

Comments

linkage•1mo ago
Generally sound advice, if elementary.

However, making money is not an engineering problem. My previous employer 5x’ed their revenue with a largely feature-complete Rails application by hiring a kick-ass marketing team and actually looking at the usage analytics to tweak small things like form structure, the on-boarding flow, etc. The system design solves problems like scaling performance, avoiding tech debt, scaling headcount (microservices let multiple teams work on the code in parallel), and providing resilience, all of which have business value that is harder to quantify as easily.

belZaah•1mo ago
The function of a system is what adds value to someone. The form is what incurs costs. These both are part of your system architecture. Thus, if your architecture is badly done, there is nothing left over between value added and cost and the organization cannot make money.

It is of course true, that the whole organization is the money-making system. Thus I find it jarring people talking about system design and assuming software by default.

stack_framer•1mo ago
This post is woefully one-sided. There's no mention of the negative aspects of system design interviews, or the shortcomings of those conducting them, so I'll provide the missing balance:

### Not enough use of AI

I once had an interviewer tell me I wouldn't be advancing to the next round because I didn't use enough AI. My approach was to consult AI about every 10 minutes during a 45-minute interview. To this day I wonder just how many more prompts would have been "right" and how many would have been too many. Either way, it was ridiculous.

### Zero research about the candidate prior to the interview

Interviewers almost invariably ask questions that are literally answered on my resume—so they clearly haven't read it. I also like to keep a few subtle differences between my resume and my LinkedIn page to see if the interviewer is astute enough to discover something about me. They never do—they can't be bothered to spend 60 seconds perusing my LinkedIn page.

### Not starting with the customer

System design interviews often start with little more than API requirements and a drawing app. There's no mention of any customer. It's a fake scenario, lacking any real depth, usually conducted in a way that stigmatizes candidate mistakes.

### Hypocritical expectations on spend

Many companies spend 10x more on AWS than they should, and simultaneously have no appetite for refactoring or technical debt. Your company is probably no different, so please spare me the lecture about making money.

### Inflexibly following the corporate interview prompt

System design interviewers often have a reference diagram of the completed problem, and a set of answers to common questions. If your diagram doesn't match theirs enough, or you don't ask some arbitrary percentage of their questions, you don't advance. Ironically, if you ask a question not in their list, they don't know how to answer but you don't get any bonus points for stumping them.

belZaah•1mo ago
I find it strange, to what extent people dive into the process of software design while calling it system design. Is your dev team junior or senior? Are they all in an office somewhere or divided between two sites 4 timezones appart? How’s the leadership structure? Your software architecture must form a coherent part of the organizational, dare I say Enterprise, architecture. And since the latter is rarely sensibly managed, there’s a limit to what you actually can do with software. Heck, the knowledge, that some time within next 6 months someone is going to make a really random strategic decision nullifying most of your design is a really important input to your design process.

Your system very rarely is just the software and at the very least the system context (of which customers are a part) is a major driver of your decisions. This boundary between software and organization architecture is where engineering fails and that truly good architects excel at: they understand what they cannot influence and go deliberately after what they can.