Principle Software Engineer / CTO of SimCube / He-Him / Opinions are my Own
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💥炸了！开源本地版 Laya 响应速度吊打 Jev ，毫秒级决策快到飞起！
左边 Laya 是本地 421M 开源决策模型，右边 Jev 1.13.0 是云端 API。
同一盘贪吃蛇、同一套 typed decision，30 秒自由跑下来：
🔹Laya：分数 46、长度 52，决策 86.5 次/秒，P50 约 9ms
🔸Jev：分数 1、长度 7，决策 3.2 次/秒，API 往返 317ms
M5 Pro 实测中位耗时：本地 15.3ms vs 云端 298.1ms，接近 20 倍
Laya 推理内存大约 1GB，毫秒级决策，不靠网络
而云端 Jev 每一步都在等往返，本地每一步都在当场拍板！
GitHub：github.com/NandhaKishorM/lay…
#开源Jev #Laya #本地部署 #SystemOne #贪吃蛇对战AI #Jev
nitter.siddz.com/nft_chen/status/210164…
🔥速码！谁的 Codex 还没装上 Jev 批量必杀技？这波真能起飞 ！
Jev 不写长文、不瞎规划，专门干一件事：选择、分类、打分。Agent 给上下文、自己干活。大规模数据清洗、自循环分类、长程任务里替你拍板，比把 Codex / Claude 当 judge 更便宜、更快、更能并发。
亮点先看：
🔹开源 9 个技能 + 90 个场景，MIT
🔹适合 inbox、文档、代码审查、浏览器动作、工具路由、上下文压缩
🔹社区已经做出：自己选下一步的浏览器、概率版 Tetris、鲸鱼上的城市、MIDI 作曲
关键操作：
1️⃣打开 Codex / Claude Code / OpenCode
2️⃣把这段话丢给 Agent：
「帮我给当前 Agent 安装 Jev Skills，包括通用技能和全部场景技能。请读取并按照这份安装指南操作，完成后验证安装是否成功：raw.githubusercontent.com/wu…」
3️⃣Agent 会按宿主复制到对应目录：
Codex → .agents/skills/
Claude Code → .claude/skills/
OpenCode → .opencode/skills/
4️⃣装好后直接点名技能，例如：分类用 jev-triage，路由用 jev-route，审查用 jev-code-review，长程检查点用 jev
5️⃣先小样本核对判断质量，再放开批量和预算
别再让大模型一遍遍当昂贵评委了。
给 Agent 装上 Jev，放手让它自己判、自己跑。
GitHub：github.com/wuyoscar/jev-skil…
#Jev #AgentSkills #Codex #ClaudeCode #开源 #AIAgent #TypeSafe #OpenCode
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Finally got Keryx in a good place to share with others: simcubeltd.github.io/keryx/
Yes I used AI for some of it, no i'm not ashamed!
@trq212 wrote back in May this year about how HTML over Markdown keeps humans in the loop while reducing cognitive complexity claude.com/blog/using-claude…
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Prom3theu5 retweeted
Built a new thing to make installing & updating .NET on Windows easier after realizing I had *four* SDK installs to update on patch Tuesday:
dotnet-steward.damianedwards…
Install-PSResource DotNetSteward -Scope CurrentUser -TrustRepository
non-Windows just use aka.ms/dotnetup
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Prom3theu5 retweeted
This is *THE* time for tech generalists. Knowing that a thing exists & generally what it's for & not for & then adding a coding agent enables you to build practically anything while still knowing enough to apply guidance & "taste". As @shanselman says, "T"-shaped specialization.
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Astra is a bit of a hungry beast - but wow - its core understanding of Shape aware mathematics, and general spatial awareness really is a step up!
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I just released the new version of git-cliff! 📢🥳
⛰️ Turn your Git history into custom release notes!
💯 Markdown formatting, built-in templates, smarter version bumps & more!
✨ Highlights: git-cliff.org/blog/2.14.0
🦀 GitHub: github.com/orhun/git-cliff
#rustlang #commandline #changelog #generation #automation #cli #git
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Prom3theu5 retweeted
ICYMI: Aspire 13.5 has landed 💫 @maddymontaquila shows you a couple of her favorite new features in our latest video! 🎥 piped.video/watch?v=pEbo-qKi…
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well fable 5.1 seems a positive improvement so far - especially in its understanding of tooling available
Its the first model I've used that, without prompting to do so, actually has considered using gh stacked commits for the work its undertaking to land them in a logical order
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Prom3theu5 retweeted
Centering a div is now a solved problem
Developers have been testing the fleX Alpha stealth model. today, we are announcing it as DIV-1 Flash
DIV-1 Flash delivers frontier-level alignment at a fraction of the cost
Full benchmarks bellow ↓
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Prom3theu5 retweeted
Aspire 13.5 shipped! devblogs.microsoft.com/aspir…
Lots of bangers in this one plus a dashboard face lift!
We're in more package managers now (winget, homebrew, npm nuget, mise, nix)!
#aspire
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Prom3theu5 retweeted
T3 Code is now available on iOS and Android.
Run “npx t3 connect” in your terminal, install the app, and now you can control Claude and Codex fully remotely.
Still 100% free. Still 100% open source. Enjoy 🫡
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Death to the MCP. Hate me all you want. Agents don’t need another protocol—they need great tools. Every MCP adds context, latency and failure points. A well-designed CLI wins on speed, cost and reliability. Something the @aspiredotdev team realised and executed perfectly
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Prom3theu5 retweeted
Pretty happy to see this new low level API for handling TLS in .NET github.com/dotnet/runtime/is…
Lots of opportunity to optimize the server and client HTTPs stack still.
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Prom3theu5 retweeted
I give it 10 days before everyone starts copying this workflow. Seriously can't believe we've been dealing with single rows of text for over a year.
The new T3 Code sidebar is available on the latest nightly build. It's a toggle in settings. It's a VERY different workflow.
Think of it more like an inbox. When you're done with a thread, click the "settle" button and it slides to the bottom.
This has helped me "finish" more work than I ever have before. I'm loving this workflow. Let me know what you think if you try it!
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