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Which Programming Language Is Best for Claude Code?
YassLab 2026/03/05
â€œDoesn't lack of types mean more bugs? -- Possibly... type errors are among the easiest bugs to detect and fix. If an agent frequently introduced type errors without a type checker, it would likely introduce logic bugs at a similar rate â€” at which point the problem goes beyond type checking.â€

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Claude Code ã«å‘ã„ã¦ã„ã‚‹ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°è¨€èªž
ã‚¿ãƒ¼ãƒ³æ•°ã¨ã¯ã€1 å›žã®ãƒ—ãƒãƒ³ãƒ—ãƒˆå®Ÿè¡Œä¸ã« Claude ãŒä½•å›ž API ãƒ©ã‚¦ãƒ³ãƒ‰ãƒˆãƒªãƒƒãƒ—ï¼ˆãƒ„ãƒ¼ãƒ«å‘¼ã³å‡ºã— â†’ çµæžœå—ã‘å–ã‚Š â†’ æ¬¡ã®å¿œç”ï¼‰ã‚’ç¹°ã‚Šè¿”ã—ãŸã‹ã®å›žæ•°ã§ã™ã€‚ v1ï¼ˆæ–°è¦ä½œæˆï¼‰ã®æ‰€è¦æ™‚é–“ v1 ã§ã¯è¨€èªžé–“ã®å·®ãŒå¤§ããå‡ºã¦ã„ã¾ã™ã€‚Pythonï¼ˆ32.9 ç§’ï¼‰ã¨ Rubyï¼ˆ33.2 ç§’ï¼‰ãŒåƒ…å·®ã§ãƒˆãƒƒãƒ—ã€JavaScriptï¼ˆ36.0 ç§’ï¼‰ãŒç¶šãã¾ã™ã€‚ä¸€æ–¹ã€Ruby/Steep ã¯ 105.0 ç§’ã¨ Ruby ã®ç´„ 3.2 å€ã€‚Luaï¼ˆ96.4 ç§’ï¼‰ã‚„ OCamlï¼ˆ80.9 ç§’ï¼‰ã‚‚é…ã‚ã€‚ v1 ã¯ç©ºã®ãƒ‡ã‚£ãƒ¬ã‚¯ãƒˆãƒªã‹ã‚‰ã‚¹ã‚¿ãƒ¼ãƒˆã™ã‚‹ã®ã§ã€Cargo.toml ã‚„ package.json ãªã©ã®ãƒ—ãƒã‚¸ã‚§ã‚¯ãƒˆè¨å®šãƒ•ã‚¡ã‚¤ãƒ«ã‚’ç”Ÿæˆã™ã‚‹ã‚³ã‚¹ãƒˆãŒå«ã¾ã‚Œã¾ã™ã€‚Python/Ruby/JavaScript ãªã©ã¯ minigit ãƒ•ã‚¡ã‚¤ãƒ« 1 ã¤ã‚’ç”Ÿæˆã™ã‚‹ã ã‘ã§æ¸ˆã‚€ã®ã§ã€å·®ãŒå¤§ãããªã£ã¦ã„ã‚‹å¯èƒ½æ€§ãŒã‚ã‚Šã¾ã™
YassLab 2026/03/05
â€œã¯ã˜ã‚ã« -- ã€ŒAIã®ãƒã‚°ã‚’é˜²ããŸã‚ã€åž‹ã‚·ã‚¹ãƒ†ãƒ ã¯é‡è¦ï¼ã€ã€Œã„ã‚„ã€åž‹æ³¨é‡ˆãŒãªã„ã»ã†ãŒãƒˆãƒ¼ã‚¯ãƒ³æ•°ãŒå°‘ãªãã¦æ¸ˆã‚€ï¼ã€å®šæ€§çš„ãªè°è«–ã¯è¦‹ã‹ã‘ã‚‹ã‚“ã§ã™ãŒã€å®šé‡çš„ãªè©±ã‚’è¦‹ãªã„ã®ã§ã€å®Ÿé¨“ã—ã¦ã¿ã¾ã—ãŸã€‚â€

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ã€Œãã®å‡¦ç†ã€æœ¬å½“ã«ä¸¦åˆ—ã§ã™ã‹ï¼Ÿã€Node.js, Python, Ruby, Goã§è¸ã¿æŠœãCPUãƒã‚¦ãƒ³ãƒ‰ã®ç½
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YassLab 2025/12/11
â€œRactor: CPUãƒã‚¦ãƒ³ãƒ‰ãªã‚¿ã‚¹ã‚¯ã®è§£æ±ºç– -- Ruby 3.0ä»¥é™ã§ã¯Ractorã¨ã„ã†ä¸¦åˆ—å®Ÿè¡Œæ©Ÿæ§‹ãŒå°Žå…¥ã•ã‚Œã¾ã—ãŸã€‚å„Ractorã‚ªãƒ–ã‚¸ã‚§ã‚¯ãƒˆãŒç‹¬ç«‹ã—ãŸGVLã‚’æŒã¤ãŸã‚ã€CPUãƒã‚¦ãƒ³ãƒ‰ãªã‚¿ã‚¹ã‚¯ã‚’ä¸¦åˆ—å®Ÿè¡Œã§ãã¾ã™ã€‚â€

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Y Combinator - Top 50 Software Startups
This article contains a list of the top 50 YC software startups (sourced from the October 2019 YC Top Companies page). It also contains aggregated statistics for valuations and back-end programming languages used. Values in this article are sourced, but I cannot guarantee their accuracy. Find me on Twitter @charlieinthe6. View article comments on HackerNews. Table of Contents: Top 50 Software Star
YassLab 2025/06/11
â€œAggregated Stats -- Startups with one (initial) primary back-end language -- Ruby: 13 startups (26%), 92.4 $BN (52%), Python: 11 startups (22%), 29.9 $BN (17%)â€

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Usage Statistics and Market Share of Server-side Programming Languages for Websites, January 2026
Top Site Usage Market Position PerformancePage Speed BreakdownRanking Content Management Client-side Languages JavaScript Libraries CSS Frameworks Web Servers Web Panels Operating Systems Web Hosting Data Centers Reverse Proxies DNS Servers Em ail Servers SSL Certificate Authorities Content Delivery Traffic Analysis Tools Advertising Networks Tag Managers Social Widgets Site Elements Structured Dat
YassLab 2025/05/25
â€œHow to read the diagram: PHP is used by 74.2% of all the websites whose server-side programming language we know. PHP: 74.2%, Ruby: 6.3%, Java: 5.2%, ASP.NET: 5.1%, JavaScript: 4.5%, Scala: 4.4%, static files: 1.7%, Python: 1.2%, ColdFusion: 0.2%, Perl: 0.1%, Erlang: 0.1% (25 May 2025)â€

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The future of AI is Ruby on Rails
Large language models are very good at generating and editing code. Right now, itâ€™s probably the â€œkiller appâ€ of AI: the companies actually making money from language models - like GitHub Copilot, Cursor, Windsurf - are all doing code generation. This works astonishingly well at small scale, but thereâ€™s an obvious probl em when the codebase grows larger. Tools that write the code for you will hit a
YassLab 2025/03/21
â€œI think this is a good proxy for AI-assisted programming power: how many tokens does it take to express a program that does X? / Rails has its own problems - to put it mildly - but the thing it does well is fitting a lot of features into a small amount of code. Thatâ€™s exactly what LLMs need.â€

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YassLab 2024/10/01
â€œä¸€æ–¹ã§Django ChannelsãŒãƒ¡ãƒ³ãƒ†ãƒŠ1äººã§é–‹ç™ºåœæ¢ã‚’è¨´ãˆãŸæ™‚ã‚‚ã‚ã‚Šã€Pythonã¯ç”¨é€”ãŒWebã«ç‰¹åŒ–ã—ã¦ã„ãªã„ã®ã§ä¸€ç•ªäººæ°—ã®Djangoã§ã‚‚ãƒ•ãƒ¬ãƒ¼ãƒ ãƒ¯ãƒ¼ã‚¯ã‚’ç¶æŒã™ã‚‹ã®ã¯å¤§å¤‰â€

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YassLab 2024/09/14
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YassLab 2024/09/14
â€œGILã¯ã€ŒGlobal Interpreter Lockã€ã®ç•¥ã§ã€ã‚¤ãƒ³ã‚¿ãƒ¼ãƒ—ãƒªã‚¿ãŒåŒæ™‚ã«å‹•ä½œã—ã¦ã€å•é¡ŒãŒèµ·ããªã„ã‚ˆã†ã«æŽ’ä»–åˆ¶å¾¡ã™ã‚‹ä»•çµ„ã¿ / Pythonã§ã¯ã€GILã¨å‘¼ã³ã¾ã™ãŒã€Rubyã®ã‚½ãƒ¼ã‚¹ã‚³ãƒ¼ãƒ‰ã§ã¯ä¸€è²«ã—ã¦ã€ŒGVLï¼ˆGlobal VM Lockï¼‰ã€ã¨å‘¼ã°ã‚Œã¦ã„ã¾ã™â€

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YassLab 2024/05/04
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YassLab 2024/02/28
â€œRubyã¨Pythonã®ãã‚Œãžã‚Œã§ã€é–‹ç™ºã‚’é–‹å§‹ã—ãŸæ™‚æœŸã¨å…¬é–‹ã‚’é–‹å§‹ã—ãŸæ™‚æœŸãŒç•°ãªã‚‹å¯èƒ½æ€§ãŒã‚ã‚Šã¾ã™ã€‚ãã®ãŸã‚ã€ã€Œè¨€èªžã®é–‹ç™ºã‚’é–‹å§‹ã—ã¦ã‹ã‚‰â—‹å¹´ã§ã€œã€ã¨ã„ã†Rubyã¨Pythonã®æ¯”è¼ƒã«æ„å‘³ãŒç„¡ã„ç‚¹ã«ã”æ³¨æ„ãã ã•ã„ã€‚â€

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What it was like working for GitLab
I joined GitLab in October 2015, and left in December 2021 after working there for a little more than six years. While I previously wrote about leaving GitLab to work on Inko, I never discussed what it was like working for GitLab between 2015 and 2021. There are two reasons for this: I was suffering from burnout, and didn't have the energy to revisit the last six years of my life (at that time)I w
YassLab 2024/02/10
"Languages such as Go, Rust or Node.js might be more efficient than Ruby, but none have a framework as capable as Ruby on Rails. Python/Django might be an option, but I suspect you'll run into similar problems as Ruby/Rails...don't have any regrets working for GitLab, and would do it all over again"

Ruby

Rails

Go

Rust

Node.js

Python

Django

GitLab
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YassLab 2023/08/03
â€œä»Šå¾Œã¯ã“ã‚Œã‚‰ã‚’å‰æã«ã—ã¤ã¤ã€ã¾ãšã¯å®Ÿé¨“çš„ãªãƒ“ãƒ«ãƒ‰ãƒ¢ãƒ¼ãƒ‰ã¨ã—ã¦Python 3.13ã§no-GILãƒ“ãƒ«ãƒ‰ã‚’è¿½åŠ / ãŸã ã—ã€ã‚¹ãƒ†ã‚¢ãƒªãƒ³ã‚°ã‚«ã‚¦ãƒ³ã‚·ãƒ«ã¯ã“ã®æ®µéšŽã«é”ã™ã‚‹ã¾ã§ã«5å¹´ã¯ã‹ã‹ã‚‹ã¨è€ƒãˆã¦ã„ã‚‹ã“ã¨ã‚‚æ˜Žã‚‰ã‹ã«ã—ã¦ã„ã¾ã™ã€‚â€

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YassLab 2023/07/14
â€œCode Interpreterã¯å¤–éƒ¨ã®ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã‹ã‚‰éš”é›¢ã•ã‚ŒãŸã‚µãƒ³ãƒ‰ãƒœãƒƒã‚¯ã‚¹ç’°å¢ƒ / ãã®ãŸã‚ã€ä»¥ä¸‹ã®ã‚ˆã†ãªå‡¦ç†ãŒå¿…è¦ãªPythonã®ã‚½ãƒ¼ã‚¹ã‚³ãƒ¼ãƒ‰ã¯å®Ÿè¡Œå‡ºæ¥ãªã„ / pip installãªã©å¤–éƒ¨ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã®ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ« / Web APIã‚’å‘¼ã³å‡ºã™â€

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Mojoã¯ã€ŒCè¨€èªžã®ã‚ˆã†ã«é€Ÿã„Pythonã€ãªã®ã‹ - k0kubun's blog
LLVMã‚„Swiftã‚’ä½œã£ãŸChris LattnerãŒCEOã‚’ã‚„ã£ã¦ã„ã‚‹ä¼šç¤¾ãŒã€Pythonã®ä½¿ç”¨æ„Ÿã¨Cè¨€èªžä¸¦ã®æ€§èƒ½ã‚’ä½µã›æŒã¤è¨€èªžã¨ã—ã¦Mojoã‚’ã‚¢ãƒŠã‚¦ãƒ³ã‚¹ã—ãŸã€‚ ã¾ã æ‰‹å…ƒã§è©¦ã›ã‚‹çŠ¶æ…‹ã§ãƒªãƒªãƒ¼ã‚¹ã•ã‚Œã¦ã¯ã„ãªã„ãŒã€æœ€å¤§35000å€Pythonã‚ˆã‚Šé€Ÿã„ã¨ã„ã†ã€‚ MojoðŸ”¥ combines the usability of Python with the performance of C, unlocking unparalleled programmability of AI hardware and extensibility of AI models. Also, it's up to 35000x faster than Python ðŸ¤¯Â and â€¦ deploys ðŸŽ pic.twitter.com/tjT09U4F80â€” Modular (@Modular_AI) May
YassLab 2023/05/06
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YassLab 2023/04/23
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Some thoughts around the "is Perl code maintainable" discussion
YassLab 2022/05/27
â€œNote that Python's ideal/philosophy is not TIOWTDI (as is too-often straw-manned) but "There should be one-- and preferably only one --obvious way to do it.".â€

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