惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

P
Proofpoint News Feed
C
CERT Recently Published Vulnerability Notes
O
OpenAI News
V
Vulnerabilities – Threatpost
C
Cybersecurity and Infrastructure Security Agency CISA
S
Schneier on Security
Latest news
Latest news
F
Full Disclosure
T
Tenable Blog
T
Troy Hunt's Blog
The Last Watchdog
The Last Watchdog
S
Secure Thoughts
L
LangChain Blog
有赞技术团队
有赞技术团队
Project Zero
Project Zero
Cloudbric
Cloudbric
爱范儿
爱范儿
GbyAI
GbyAI
C
CXSECURITY Database RSS Feed - CXSecurity.com
T
The Exploit Database - CXSecurity.com
S
Security @ Cisco Blogs
Hugging Face - Blog
Hugging Face - Blog
Recorded Future
Recorded Future
大猫的无限游戏
大猫的无限游戏
Last Week in AI
Last Week in AI
C
Cisco Blogs
WordPress大学
WordPress大学
Apple Machine Learning Research
Apple Machine Learning Research
小众软件
小众软件
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
V2EX - 技术
V2EX - 技术
Engineering at Meta
Engineering at Meta
Spread Privacy
Spread Privacy
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Hacker News: Ask HN
Hacker News: Ask HN
Recent Commits to openclaw:main
Recent Commits to openclaw:main
Schneier on Security
Schneier on Security
T
Threat Research - Cisco Blogs
M
MIT News - Artificial intelligence
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
K
Kaspersky official blog
The Hacker News
The Hacker News
V
V2EX
F
Fortinet All Blogs
L
LINUX DO - 最新话题
Cisco Talos Blog
Cisco Talos Blog
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
N
News | PayPal Newsroom
博客园 - 三生石上(FineUI控件)
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org

Hacker News: Front Page

SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads GitHub - GainSec/AutoProber: Hardware hacker’s flying probe automation stack for agent-driven target discovery, microscope mapping, safety-monitored CNC motion, probe review, and controlled pin probing. Introducing Claude Opus 4.7 Qwen Studio The Future of Everything is Lies, I Guess: Where Do We Go From Here? GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh Virginia Bans Sale of Geolocation Data Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis Ancient DNA reveals pervasive directional selection across West Eurasia [pdf] AI cybersecurity is not proof of work Moving a large-scale metrics pipeline from StatsD to OpenTelemetry / Prometheus GitHub - Nightmare-Eclipse/RedSun: The Red Sun vulnerability repository GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. A Better Ludum Dare; Or, How to Ruin a Legacy GitHub - macOS26/Agent: Any AI, replaces Claude Code, Cursor, OpenClaw. Over 18 LLM providers (Claude, OpenAI, Gemini, Ollama, Zai, HF, Qwen) wired into a native Mac app that writes code, builds Xcode projects, bumps versions, manages git, automates Safari, use AppleScript, JS or Accessibility, extend Agent! w/ MCP Servers, run tasks from your iPhone via Messages. YouTube now lets you turn off Shorts I Made a Terminal Pager Burgers | マクドナルド公式 Commands — HackerNews CLI documentation ChatGPT for Excel PiCore - Raspberry Pi Port of Tiny Core Linux Live Nation illegally monopolized ticketing market, jury finds Google Broke Its Promise to Me. Now ICE Has My Data. Founding Engineer at Adaptional | Y Combinator CRISPR takes important step toward silencing Down syndrome’s extra chromosome GitHub - saffron-health/libretto: The AI toolkit for building reliable browser automations US v. Heppner (S.D.N.Y. 2026) no attorney-client privilege for AI chats [pdf] Unexpected €54k billing spike in 13 hours: Firebase browser key without API restrictions used for Gemini requests Fragments: April 14 Cal.com Goes Closed Source: Why AI Security Is Forcing Our Decision | Cal.com - Scheduling Software for Online Bookings Laravel raised money and now injects ads directly into your agent Codex Hacked a Samsung TV Tech Valuations Back to Pre-AI Boom Levels A perfectable programming language — Soter GitHub - halfwhey/claudraband: Claude Code for the Power User Partnership through Play: Investigating How Long-Distance Couples Use Digital Games to Facilitate Intimacy Textbooks and Methods of Note-Taking in Early Modern Europe (2008) Eternity in six hours: Intergalactic spreading of intelligent life (2013) Seven countries now generate 100% of their electricity from renewable energy Tell HN: OpenAI silently removed Study Mode from ChatGPT Pro Max 5x Quota Exhausted in 1.5 Hours Despite Moderate Usage Show HN: Oberon System 3 runs natively on Raspberry Pi 3 (with ready SD card) Tell HN: docker pull fails in spain due to football cloudflare block Bring Back Idiomatic Design No one owes you supply-chain security GitHub - xsawyerx/curl-doom: DOOM, played over cURL Apple update turns Czech mate for locked-out iPhone user The Grand Line Cache TTL silently regressed from 1h to 5m around early March 2026, causing quota and cost inflation Building a Z-Machine in the worst possible language The peril of laziness lost Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda AI Will Be Met With Violence, and Nothing Good Will Come of It GitHub - duguyue100/midnight-captain: Inspired by Midnight Commander, tailored to my taste. How to build a `git diff` driver · Jamie Tanna | Software Engineer Center for Responsible, Decentralized Intelligence at Berkeley The Local Universe’s Expansion Rate Is Clearer Than Ever, but Still Doesn’t Add Up - A new synthesis of astronomical measurements confirms a persistent mismatch that could point to physics beyond current models The disturbing white paper Red Hat is trying to erase from the internet – OSnews NetBlocks (@netblocks@mastodon.social) The Future of Everything is Lies, I Guess: Annoyances ‘Abhorrent’: the inside story of the Polymarket gamblers betting millions on war Productive procrastination — Max van IJsselmuiden maps, territory and LMs 447 Terabytes per Square Centimetre at Zero Retention Energy: Non-Volatile Memory at the Atomic Scale on Fluorographane Show HN: Pardonned.com – A searchable database of US Pardons 20 Years on AWS and Never Not My Job The Seasons are Wrong The FAA wants gamers to apply for air traffic control jobs Artemis II crew splashes down near San Diego after historic moon mission Why weekends are under threat We gave an AI a 3 year retail lease in SF and asked it to make a profit | Andon Labs How a dancer with ALS used brainwaves to perform live On filing the corners off my MacBooks Installing every* Firefox extension OpenClaw’s memory is unreliable, and you don’t know when it will break Steve Blank Nowhere Is Safe Chimpanzees in Uganda locked in vicious 'civil war', say researchers watgo - a WebAssembly Toolkit for Go linux/Documentation/process/coding-assistants.rst at master · torvalds/linux GitHub - callumlocke/json-formatter: Makes JSON easy to read. Founding Product Engineer at Bild AI | Y Combinator A compelling title that is cryptic enough to get you to take action on it GitHub - Keychron/Keychron-Keyboards-Hardware-Design: Industrial design files for Keychron keyboards and mice. 100+ models with CAD assets in STEP, DXF, DWG, and PDF. Source-available, with commercial use allowed for original compatible accessories within the license terms. [ANNOUNCE] WireGuardNT v0.11 and WireGuard for Windows v0.6 Released 1D-Chess Helium Is Hard to Replace Keeping a Postgres queue healthy — PlanetScale Serenity Forge (@serenityforge.com) Our response to the Axios developer tool compromise Do Americans read print books, e-books or audiobooks more? Uncharted island soon to appear on nautical charts The Problem That Built an Industry Fragments: April 2 Python Release Python install manager 26.1 Bitcoin miners are losing $19,000 on every BTC produced as difficulty drops 7.8% God sleeps in the minerals Harness engineering: leveraging Codex in an agent-first world Apple Silicon and Virtual Machines: Beating the 2 VM Limit What have been the greatest intellectual achievements? The APL Programming Language Source Code
But yak shaving is fun
Simon Park · 2026-06-16 · via Hacker News: Front Page

The joy of building from scratch

KO | EN

A yak.

This blog doesn’t use a static site generator or framework like Jekyll, Hugo, or Gatsby. I tried a few of them at first, but they gave me too little freedom to customize, so I decided to build the blog myself. Early on I just wrote posts in HTML, but that was so inconvenient that I built a system for writing posts as JSON files. That too was awkward for longer pieces, so I developed a service that converts Markdown files into HTML files. Then I built a tool to compile and deploy the resulting files. In the end, I’d built a static site generator from scratch.

This kind of thing is called yak shaving. The term was coined by Carlin Vieri, a PhD student at the MIT AI Lab, and it refers to doing a chain of related tasks for a single goal until you lose the original purpose entirely and end up on something completely unrelated. An example mentioned on LangDev IRC makes it clear why it’s called yak shaving.

  1. I get an axe to chop down a tree.
  2. The axe is too dull, so I go looking for a stone to sharpen it.
  3. But I hear that a certain village has a really good stone.
  4. I get a yak to travel to that village.
  5. The yak’s hair is too long, so I start shaving it.

There’s also an example from Seth Godin, the entrepreneur, marketer, and author.

  1. “I should wash the car today.”
  2. “Oh no, the hose is busted. I’d better buy a new one at Home Depot.”
  3. “But Home Depot is on the other side of the Tappan Zee Bridge. I have to go through the toll, so I need an E-ZPass.”
  4. “Wait! I think I could borrow my neighbor’s E-ZPass…”
  5. “But Bob won’t lend me his E-ZPass until my son returns the pillow he borrowed.”
  6. “The pillow has shed so much yak hair that I can’t just give it back. I’ll have to restuff it with yak hair.”
  7. And so, just to wash the car, I end up at the zoo shaving a yak.

Both stories came after the term yak shaving was coined; the term itself was actually born somewhere else. Carlin Vieri, who had played hockey late into a Tuesday night, was eating dinner in the middle of the night and watching TV. On TV was the Yak Shaving Day episode of the cartoon The Ren & Stimpy Show. The plot goes like this:

Yak Shaving Day is five days off. Ren and Stimpy decorate the house by hanging a dirty diaper on the wall and pouring coleslaw into their boots. Then they set shaving cream and a razor on the bathroom sink and pray that a shaved yak will fly in on a magic kayak and bring them gifts. That night, the yak emerges from the bathtub drain, shaves, and leaves a gift in the sink before going: the very scum of the cream it used to shave.[1]

Carlin Vieri found this bizarre. A few days later, while pulling an all-nighter on paperwork (annoying chores like getting an administrator’s permission, setting up a DHL account, and finding a post office), he told a colleague he was yak shaving. He kept using the phrase with people in the lab over the next few months, and the term caught on.[2] The cartoon is so strange, and has so little to do with software, that its origin doesn’t seem to be widely known.

One mistake engineers (or the managers running engineering teams) often make is “building from scratch.” An engineer might not quite like the off-the-shelf solutions, or might want to prove their own skill. A client or manager might have a mistaken idea of what existing solutions do, or might think those solutions don’t precisely meet the requirements.

Whether it’s production or a toy project, most projects have a limited budget and limited time. Build from scratch and you eventually start shaving a yak, and once you start shaving, there’s no telling where it ends. In the end you give up the original goal. In a case like that, the right move is to find an alternative that satisfies the core of the requirements and to cut the work down as much as possible.

But yak shaving is fun.

Yak shaving can’t help but be fun. Making something that didn’t exist before, finding and solving problems, digging through a chain of knowledge to understand how something works: all of it pulls engineers in. The very idea of building the thing you want yourself is appealing even if you aren’t an engineer. In The Mythical Man-Month, Frederick P. Brooks Jr. gave these reasons why programming is fun:[3]

  1. The sheer joy of making things.
  2. The joy of making something useful to other people.
  3. The fascination of fashioning a complex, puzzle-like object out of interlocking moving parts, and watching the rules you built into it play out in subtle cycles.
  4. The joy of constant learning.
  5. The joy of working with a flexible, easily handled medium of expression.

TeX, too, was born from shaving a yak. TeX is a typesetting system created by Stanford professor Donald Knuth; the name covers the whole system that runs the program, including the typesetting language and the compiler that processes it.[4] Because it makes formulas easy to enter, it’s widely used in the social sciences and in science and engineering. (LaTeX, a set of macros for using TeX more easily, is what most people use.)

For example, write this in TeX syntax:

-b \pm \sqrt{b^2 - 4ac} \over 2a

and it comes out nicely typeset like this:

−b±b2−4ac2a -b \pm \sqrt{b^2 - 4ac} \over 2a

In 1976, Donald Knuth was preparing the second edition of The Art of Computer Programming, Volume 2: Seminumerical Algorithms. He wanted to use hot type, the same typesetting used in the first edition, but hot type was no longer available. Unhappy with the alternatives, Knuth came across Patrick Winston’s new book, which had been digitally typeset around that time. Inspired by it, he resolved to build his own digital typesetting system and sketched out TeX’s basic features.[5]

Knuth built the first version of TeX in the SAIL language, then developed and finished it in WEB, a programming language he created himself.[6] WEB source mixes documentation and code together, and the documentation and code in a WEB file can be extracted into a TeX file and a Pascal file by two programs called Weave and Tangle, respectively. He called this programming paradigm literate programming. Together with Michael Plass, Knuth also devised the Knuth-Plass line-wrapping algorithm, which decides where to break lines in a paragraph. On top of that, he designed Computer Modern, a font for TeX, and created METAFONT, a language for defining vector graphics. He even developed the DVI (Device Independent) format so that TeX could be output without depending on any particular device.[7]

So, in order to write a book, Donald Knuth created a programming language, a paradigm, an algorithm, tools, and a typeface. TeX took nearly ten years to build, and the book came out that much later. But it wasn’t a wasted effort.

Of course, this is an extreme success story; most yak shaving fails. You’re supposed to stop at the right point,[8] but once you start shaving, it’s hard to quit, whether because the time you’ve already sunk in feels too precious to waste or because the shaving itself is fun. Or you really do need to see it through, but you end up quitting anyway, either when the thought “what am I even doing right now?” creeps in and your interest fades, or when the resources allotted to the project run dry.

On the other hand, for someone trying to learn, I think yak shaving is remarkably effective. Most CS coursework demands a certain amount of yak shaving regardless of what the professor intended, and sometimes you get more out of digging into the knowledge around an assignment than out of its main instructions. Put the other way around, shaving a yak always teaches you something. If you set out to build a computing system the yak-shaving way, for instance, you have to study everything from Boolean logic to logic circuits, computer architecture, programming languages, and operating systems. Noam Nisan and Shimon Schocken’s The Elements of Computing Systems walks through exactly this. So even if you never reach the end, as long as you learned something while shaving the yak, that alone makes it worthwhile (or so I’d like to believe).

Anyway, yak shaving is fun.


  1. DeadPark, “Ren and Stimpy: The Quest for the Shaven Yak”. ↩︎

  2. Donavon West, “Yak Shaving: A Short Lesson on Staying Focused”, American Express, 2018. ↩︎

  3. 프레더릭 브룩스, “맨먼스 미신: 소프트웨어 공학에 관한 에세이”, 강중빈 역, 인사이트, 6-7쪽, 2015. ↩︎

  4. KTUG, “KTUGFaq: TeX”, 2009. ↩︎

  5. TUG, “History of TeX”, 2019. ↩︎

  6. 권현우 외 15명, “TeX: 조판, 그 이상의 가능성”, KTS 설립 10주년 기념문집, 한국텍학회, 경문사, 314쪽, 2017. ↩︎

  7. Florian Gilcher, “Donald Knuth - The Patron Saint of Yak Shaves”, 2017. ↩︎

  8. item4, “성공적인 Yak Shaving, 실패하는 Yak Shaving”, 2015. ↩︎