
โจ Building Agent Army @lablupinc / ๐จโ๐ณ Creator of AI:DOL and https://teapawt.net/t.co/SWICa2EpLh / โจ๏ธ Saunner (ใตใฆใใผ) for Totonou (ใจใจใฎใ)
Korea
Joined July 2009
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Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
11์ 3์ผ, ๋๋ธ์
์ด ์ฝ์ค๋ฅ์์ฅ์ ์์ฅํ์ต๋๋ค.
2015๋
, ๋ฉ(Lab)์ ์
(Up)์ํค๊ฒ ๋ค๋ ์ธ ์ฌ๋์ด ๋ชจ์ฌ ๋๋ธ์
์ ์์ํ์ต๋๋ค. ๊ฐ์ ๊ฟ์ ๊ฐ์ง ์ฌ๋๋ค์ด ํ๋๋ ๋ชจ์ฌ ์ค๋์ ์ด๋ฅด๋ ๊ณ , ์ด์ ์ ์ธ๊ณ 120์ฌ ๊ฐ ์ฌ์ดํธ์ GPU ์ธํ๋ผ๊ฐ Backend.AI ์์์ ์ด์๋๊ณ ์์ต๋๋ค.
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
Why is Vercel CI faster than just "faster CPUs"?
Caching, shared dependency installs, maximum concurrency.
1. Task caching by default
Tasks only run if they could have been impacted by the current diff. And it isn't like the task boots and then terminates because there is nothing to do: The task never even starts because the orchestrator is aware of the caching.
This saves wall-clock time and $$$.
2. It installs dependencies once and then shares them between all tasks ๐คฏ
Have you ever babysat a CI job 30 minutes in and wondered why it is running `pnpm install` again? Vercel CI never does that.
This saves wall-clock time and $$$
3. It runs all tasks at maximum concurrency. In legacy CI systems you can manually configure task fan-out, but that is tedious and often bit rots. Vercel CI always runs tasks as soon as possible and all tasks that can be concurrent get their own VM and run in parallel.
Increasing concurrency is cost-neutral while massively reducing wall-clock time.
vercel.com/blog/introducing-โฆ
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
Introducing agent-desktop
agent-browser, for your whole computer
โ Computer Use for any coding agent
โ macOS, Windows and Linux
โ Runs in bg while you keep working
โ Agents use your computer in parallel, each with its own cursor
made a new /no-comments skill for fun, lmk what you think
github.com/cursor/plugins/blโฆ
it spawns a deranged guy called the Comment Sicko who gets a real thrill from deleting useless comments
github.com/cursor/plugins/blโฆ
the /statechart skill in pstack v0.15.36 is now stable and ready for use! it's best combined with /create-formal-verification-skill to abstractly model state machines and distributed systems to find bugs.
the skill contains a mini tlc compiler that parses, lowers to a small IR, and has a backend that outputs mmd syntax. if you want you can also ask your agent to create charts in whatever style you like, the skills tells it to use pele.run/ which is very themeable so you can make blueprints, hand drawn encyclopedia illustrations or whatever you like
here's a chart of the /statechart skill and 2 real bugs i just found. try it out and let me know what you think!
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
Cursor's new Agent SDK follows @eve's conventions in many cases to the letter.
I think that is amazing. A new standard for agentic development is emerging similar to how file-base routing became a thing across many web frameworks.
eve.dev/docs/tools
cursor.com/docs/agent-sdk/quโฆ
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
์ฌ๋ ํธ์ง์๊ฐ ์๋ณธ ๊ฒ์ฒ๋ผ ํ๊ตญ์ด ๊ธ์ ๋ค๋ฌ์ด ์ฃผ๋ Solar Human Proofreader MCP, ์ฃผ์๋ฅผ ์ฎ๊ฒผ์ต๋๋ค.
์ ์ฃผ์: human-proofreader-mcp.toy.x.โฆ
๊ทธ๋์ ํ๋ฃจ ํ๊ท 3๋ง ๊ฑด ๋๋ ์์ฒญ์ด ๋ค์ด์๊ณ , ๋ง์ ๋ ์ 5๋ง ๊ฑด์ ๋์์ต๋๋ค. ๊ฐ์ฌํฉ๋๋ค. ๐ ํ๋ฃจ 100์ฝ ๋ฌด๋ฃ์ด๊ณ , Upstage ํค๋ฅผ ๋ฃ์ผ๋ฉด ์ ํ ์์ด ์ธ ์ ์์ต๋๋ค.
๊ทธ๋์ Vercel ์์ ๋ ๋น ๋ฅธ Upstage ์๋ฒ๋ก ์ฎ๊ฒผ์ต๋๋ค. ๊ธฐ์กด ์ฃผ์(vercel.app)๋ ๊ทธ๋๋ก ๋์ํ๋ ์ค์ ์ ๋ฐ๊พธ์ง ์์ผ์
๋ ๋ฉ๋๋ค. ์๋ก ์ฐ์ค ๋ถ๋ค์ ์ ์ฃผ์๋ก ๋ถ์ด์๋ฉด ๋ฉ๋๋ค. ๋ง์ด ์ฌ์ํด์ฃผ์
์!
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
On Nov 4 at @AMD AI DevDay Seoul, our CEO @inureyes will talk about LLM/VLM inference on AMD Strix Halo with MLxcel, our Rust-native engine.
He'll cover memory bandwidth, continuous batching, and speculative decoding.
bnd.ai/3l8Rl
#Lablup #AMD
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
12ยท3 ๊ณ์ ๋ค๋ฃฌ ๋คํ '์์ธ์ ๋ฐค' 12์ ๊ฐ๋ดโฆ'PD์์ฒฉ' ์ ์
yna.co.kr/view/AKR2026102606โฆ
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
Introducing Gemini API CLI (gemini-api), now available in preview!
Our CLI gives your agent power to generate images, videos, text-to-speech, or music, analyze media, transcribe audio, or manage agents.
No more guessing model strings, throwaway scripts or endless curl.
๐งต ๐
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
json-render v0.21.3
โ Reliable YAML patch operations
โ Safer JSON Pointer path handling
โ Fixes for repeated streaming operations
โ Improved chat example styling
โ Better shadcn skill compatibility
โ Updated docs and examples
Big thanks to @mdlahfir, @BTCOrangeCoin, @\dajiaohuang, @\Jassi2004, @\xiehuanyi, @\kevin9327, @\adhamali450, @\monsterlag
github.com/vercel-labs/json-โฆ
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
agent-browser v0.39.2
- Invalid policies now deny actions
- Blocked redirects return errors
- Fixed stalled network requests
- Persistent CDP sessions
- Safer clicks & element refs
- Strict MCP arg validation
- Fixed Eve & browser launch flags
Thank you @raillyhugo, @mdlahfir, @aniketsauravv, @jerry543, @\cmpadden, @\holny, @\KimHyeongRae0, @\jin-2-kakaoent, @\asif786ka, @\tlq5l for your contributions!
github.com/vercel-labs/agentโฆ
๋ฐ์ดํฐ ์จ์ดํ์ฐ์ค์ ๋ฐ์ดํฐ ๋ ์ดํฌ: Snowflake, BigQuery, Redshift ์ดํดํ๊ธฐ
์ต์ ๋ฐ์ดํฐ ์ธํ๋ผ ์ดํดํ๊ธฐ ์์ฆ2์ 2ํ ์
๋๋ค.
youtu.be/KhKB85W50e4
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
Claude Duet is our new app where Claude is your proactive agent! Runs on Opus 5.5 across 6,000 connectors/plugins. Duet lets you know what needs your attention and keeps going when you step away.
Join the waitlist for the research preview! claude.com/product/claude-duโฆ
Weโre opening a research preview of Claude Duet, a new app where Claude works as a proactive agent.
It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
This is how I scale agent swarms: a graph of agents that can spawn new agents and communicate with each other
Below is what this looks like in practice
Two key pieces make it possible:
- Vercel Sandbox: Firewallยน + Credentials Brokering
- Vercel Connectยฒ: GitHub + Slack access for the controller
ยน vercel.com/docs/sandbox/concโฆ
ยฒ vercel.com/docs/connect
Jimmy Moon (ํ๊ฒฝ, ็ซ็
) ๐จโ๐ฌ retweeted
๐ฃ ๐๐ฎ๐ฏ๐น๐๐ฝ ๐๐ผ๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ ๐ฎ๐ฌ๐ฎ๐ฒ ๐๐ฎ๐น๐ธ๐ ๐ฎ๐ฟ๐ฒ ๐ป๐ผ๐ ๐ผ๐ป ๐ฌ๐ผ๐๐ง๐๐ฏ๐ฒ
Thanks to everyone who joined lab | up > /conf/6!
The keynote, panel talk, and session recordings are now on YouTube with English subtitles.
โถ๏ธ bnd.ai/lablupconf6-playlist




























