Fixing our own problems in the Rust compiler

In our data compression projects, we use Rust where C is traditionally used. During the work, we've hit limitations in Rust itself and in the surrounding tooling. Over the years, we've become increasingly comfortable with fixing these issues ourselves. [โ€ฆ]
โ€” by @trifectatech

๐Ÿฆ€ https://trifectatech.org/blog/fixing-our-own-problems-in-the-rust-compiler/

#rust #rustlang #zlib #coding #during #compiler #tooling #issues #codeissues #fixing #fix #code

Fixing our own problems in the Rust compiler - Trifecta Tech Foundation

vitrupo (@vitrupo)

์ œํ”„ ๋”˜์€ AI ์—์ด์ „ํŠธ๊ฐ€ ์ธ๊ฐ„๋ณด๋‹ค 50๋ฐฐ ๋น ๋ฅด๊ฒŒ ๋™์ž‘ํ•  ์ˆ˜ ์žˆ์ง€๋งŒ, ๊ธฐ์กด ๋„๊ตฌ๋Š” ์ธ๊ฐ„ ์†๋„์— ๋งž์ถฐ ์„ค๊ณ„๋ผ ์žˆ์–ด ์ „์ฒด ์„ฑ๋Šฅ ํ–ฅ์ƒ์€ 2~3๋ฐฐ์— ๊ทธ์นœ๋‹ค๊ณ  ์ง€์ ํ–ˆ๋‹ค. ๋ชจ๋ธ ์ž์ฒด๋ณด๋‹ค ๋„๊ตฌ์™€ ์›Œํฌํ”Œ๋กœ๋ฅผ ์žฌ์„ค๊ณ„ํ•ด์•ผ ํ•œ๋‹ค๋Š” ์ ์„ ๊ฐ•์กฐํ•œ ๋ฐœ์–ธ์ด๋‹ค.

https://x.com/vitrupo/status/2038230613912887757

#aiagents #tooling #inference #productivity #aimodels

vitrupo (@vitrupo) on X

Jeff Dean says weโ€™re going to have to re-engineer our tools because they were designed for human speed. An AI agent can run 50x faster, but the tools it relies on donโ€™t. So even if the model gets infinitely fast, you only get 2-3x improvement overall. Amdahlโ€™s law still

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KAI (@OrdinaryWeb3Dev)

AI ์—์ด์ „ํŠธ ์šด์˜์„ ์œ„ํ•œ โ€˜๋ฏธ์…˜ ์ปจํŠธ๋กคโ€™ ๋„๊ตฌ๊ฐ€ ํ•„์ˆ˜์ ์ด ๋˜์–ด๊ฐ€๊ณ  ์žˆ์œผ๋ฉฐ, ํ•ต์‹ฌ ๊ฐ€์น˜๋Š” UI๋ณด๋‹ค ์‹ค์‹œ๊ฐ„ ๋ฉ”๋ชจ๋ฆฌ ํŽธ์ง‘๊ณผ ์„œ๋ธŒ ์—์ด์ „ํŠธ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜์— ์žˆ๋‹ค๋Š” ๋‚ด์šฉ์ด๋‹ค. ๋ฉ€ํ‹ฐ ์—์ด์ „ํŠธ ์‹œ์Šคํ…œ์—์„œ ์ƒํƒœ ๊ด€๋ฆฌ๊ฐ€ ๊ฐ€์žฅ ํฐ ๋‚œ์ œ๋ผ๋Š” ์ ์„ ์งš์œผ๋ฉฐ ๊ด€๋ จ ๊ฐœ๋ฐœ ํˆด ์ˆ˜์š”๋ฅผ ๊ฐ•์กฐํ•œ๋‹ค.

https://x.com/OrdinaryWeb3Dev/status/2037819418626134483

#aiagents #multiaagent #orchestration #memory #tooling

KAI (@OrdinaryWeb3Dev) on X

@RoundtableSpace Mission control for AI agents is becoming essential. The real value isn't just the UI - it's live memory editing and sub-agent orchestration. Building multi-agent systems without proper state management is where most people get stuck. This is exactly the tooling the space needs

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Emanuele Di Pietro (@emanueledpt)

T3 Code์— ๋ธŒ๋ผ์šฐ์ € ์‚ฌ์ด๋“œ๋ฐ”๋ฅผ ์ถ”๊ฐ€ํ•˜๋Š” ์ƒˆ ๊ธฐ๋Šฅ์„ ์ง์ ‘ ๋งŒ๋“ค์–ด ๊ณต๊ฐœํ–ˆ๋‹ค. Cmd+Shift+B๋กœ ์—ด ์ˆ˜ ์žˆ์œผ๋ฉฐ, ๊ธฐ์กด ์ฝ”๋“œ๋ฒ ์ด์Šค๋ฅผ ์‰ฝ๊ฒŒ ํ™•์žฅยท๋ณ€ํ˜•ํ•  ์ˆ˜ ์žˆ์–ด ๊ฐœ๋ฐœ์ž ๋„๊ตฌ๋กœ์„œ์˜ ํ™œ์šฉ์„ฑ์ด ๋†’์•„ ๋ณด์ธ๋‹ค.

https://x.com/emanueledpt/status/2037664347120382413

#developertools #browserextension #coding #typescript #tooling

Emanuele Di Pietro (@emanueledpt) on X

After creating Remodex: Codex remote control for iOS I decided to chill a bit by building a browser sidebar inside @theo 's T3 Code You can open it with Cmd+Shift+B This software is so easy to "manipulate" and build upon Congrats to all the guys that put the work in it because

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ImageMagick est sous-cรดtรฉ.

Pour mon CV en terminal ANSI, je devais convertir un fond noir en version imprimable + adapter les couleurs (et le noir & blanc).

Rรฉsultat : quelques commandes, tout automatisรฉ.

Simple, puissant, efficace.

Script dans le ALT

#DevOps #CLI #ImageProcessing #Automation #Tooling

Accessibility Testing Takes More Than a Scan, by @uxdesigncc:

https://archive.ph/ttSZf

#accessibility #testing #tooling

Ivan Fioravanti แฏ… (@ivanfioravanti)

ToolCall-15์— mlx์™€ LM Studio ์ œ๊ณต์ž๊ฐ€ ์ถ”๊ฐ€๋˜๊ณ , ์ถ”๋ก  ์˜ต์…˜๊ณผ ๋ฐฐ์น˜ ํ˜ธ์ถœ ๊ธฐ๋Šฅ์ด ๋„์ž…๋๋‹ค. ๋กœ์ปฌ ๋ชจ๋ธ ์‹คํ–‰๊ณผ ๋„๊ตฌ ํ˜ธ์ถœ ์›Œํฌํ”Œ๋กœ๋ฅผ ๊ฐœ์„ ํ•˜๋Š” ์—…๋ฐ์ดํŠธ๋กœ ๋ณด์ด๋ฉฐ, AI ๊ฐœ๋ฐœ์ž๋“ค์ด ๋” ์œ ์—ฐํ•˜๊ฒŒ inference ์„ค์ •์„ ์กฐ์ •ํ•˜๊ณ  ๋Œ€๋Ÿ‰ ์š”์ฒญ์„ ์ฒ˜๋ฆฌํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋œ๋‹ค.

https://x.com/ivanfioravanti/status/2037119070474998259

#tooling #inference #llm #lmstudio #mlx

Ivan Fioravanti แฏ… (@ivanfioravanti) on X

Here it is: ToolCall-15 with mlx and @lmstudio providers added, together with inference options and batched calls. In the screenshot same run but with different config settings. PR sent @stevibe you are the boss so feel free to choose the fate of it. ๐Ÿš€

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EyeingAI (@EyeingAI)

AI ์—์ด์ „ํŠธ๋ฅผ GitHub ์ €์žฅ์†Œ์ฒ˜๋Ÿผ ๋งŒ๋“ค๊ณ , ํŽธ์ง‘ํ•˜๊ณ , ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ด์ฃผ๋Š” ์ƒˆ๋กœ์šด ๋ฐฉ์‹์ด ์†Œ๊ฐœ๋๋‹ค. ์ด์ œ ์—์ด์ „ํŠธ๋ฅผ ์—ฌ๋Ÿฌ ๋ชจ๋ธ์—์„œ ์‹คํ–‰ํ•˜๊ณ  ๋‹ค๋ฅธ ํ™˜๊ฒฝ์œผ๋กœ ์˜ฎ๊ธธ ์ˆ˜ ์žˆ์–ด, ๊ธฐ์กด์ฒ˜๋Ÿผ ๋‹ค์‹œ ๊ตฌ์ถ•ํ•  ํ•„์š”๊ฐ€ ์—†๋‹ค. ์—์ด์ „ํŠธ ๊ฐœ๋ฐœยท๋ฐฐํฌ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ํฌ๊ฒŒ ๋‹จ์ˆœํ™”ํ•˜๋Š” ์—…๋ฐ์ดํŠธ๋‹ค.

https://x.com/EyeingAI/status/2036832596827746704

#aiagents #github #deployment #llm #tooling

EyeingAI (@EyeingAI) on X

Itโ€™s over for locked-in AI agents ๐Ÿ˜ญ AI now lets you build, edit & deploy agents like GitHub repos. - Move them anywhere. - Run them on any model. - No rebuilding. Youโ€™d have to be insane to keep using the old setup. Hereโ€™s what I found:

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My Personal Skills for AI-assisted Node.js Development

Hey Everyone! I've been working on something I want to share with you. As you know, I've started relying on AI assistants to do most of my coding, but I...

Adventures in Nodeland

Abhishek Yadav (@abhishek__AI)

Hermes Agent๋ผ๋Š” ์ž๊ธฐ๊ฐœ์„ ํ˜• AI ์—์ด์ „ํŠธ๊ฐ€ ์†Œ๊ฐœ๋๋‹ค. ๊ฒฝํ—˜์„ ๋ฐ”ํƒ•์œผ๋กœ ์Šค์Šค๋กœ ์Šคํ‚ฌ์„ ํ•™์Šตํ•˜๋ฉฐ, ์˜์†์  ๋ฉ”๋ชจ๋ฆฌ ์„ธ์…˜, ๋ฉ€ํ‹ฐ ์—์ด์ „ํŠธ ๋ณ‘๋ ฌ ์›Œํฌํ”Œ๋กœ์šฐ, CLIยท์•ฑยทํด๋ผ์šฐ๋“œ ์‹คํ–‰, ์ž์ฒด ๋„๊ตฌ ์ƒ์„ฑ ๋ฐ ๊ฐœ์„  ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•œ๋‹ค. ํŠน์ • ๋ชจ๋ธ์— ์ข…์†๋˜์ง€ ์•Š๊ณ  ์–ด๋–ค ๋ชจ๋ธ์ด๋“  ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋‹ค.

https://x.com/abhishek__AI/status/2036282491510857792

#aiagents #selfimprovingai #multiaagent #memory #tooling

Abhishek Yadav (@abhishek__AI) on X

AI agents just learned how to learn ๐Ÿคฏ Try Hermes Agent, a self-improving AI that builds skills from experience. โ†’ Persistent memory sessions โ†’ Multi-agent parallel workflows โ†’ Runs anywhere (CLI, app, cloud) โ†’ Creates + improves its own tools No lockin. Use any model.

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