小桃的方向盘日记

试驾完感觉动力够用城市代步完全够了｜试驾体验 @marilyn_1003

[小桃的方向盘日记 @dragon459]

@F1 the hex and counter newbie route never works as printed

[kiosa @thegreatest_sv]

Stop building f*cking AI agents. Seriously. (here's why)

you spend a weekend wiring up the model, the tools, the prompts and the UI.

then you find out someone already built it, open-sourced it and left the code there for free.

there's a GitHub repo with 100+ ready-to-run AI agents. not a list of links. actual working code you can clone today. 142k stars.

and the best stuff isn't the obvious chatbots. it's the weird, useful ones:

got a folder full of side projects you never finished?
-> Project Graveyard. it finds every abandoned project, tells you why each one died and helps you pick one to revive

writing something and not sure where people stop reading?
-> First Reader. it simulates real readers going through your draft and shows you where they lose interest

your PR grew way bigger than it was supposed to?
-> Scope Creep Detector. it checks if a diff went past its stated goal and tells you what to cut

staring at code and wondering why it even exists?
-> Commit Archaeologist. it digs through the history and rebuilds the reason that file is there

tired of finding out about breaking updates too late?
-> Release Radar. an always-on agent that watches your dependencies and briefs you on what's breaking or deprecated

want a second opinion that isn't just one model agreeing with itself?
-> LLM Panel. three different AI vendors review the same code blind

need to dig through public records for red flags?
-> Fraud Investigation Agent. it cross-references public records and flags what doesn't add up

want an agent that pays for its own data?
-> x402 Paying Agent. it has a wallet and pays per call for the data it needs, no API keys

the rule I follow now:

before I build any agent, I search this repo first. if it's there, I clone it and change what I need. I start on day 2 instead of day 0.

free. open source. Apache 2.0.

the repo is below
https://t.co/l05pGiF68O

[kiosa @thegreatest_sv]

This is absolutely f*cking insane.

you can put a $0.042-per-million-token model in front of Claude and let it decide what Claude ever has to see.

that's Jev signal routing, and the trick is stupidly simple:

Jev takes the first look at everything. Claude only gets the hard cases.

instead of:

data -> Claude -> tokens burnt $

it's:

data -> Jev -> only the unsure ones -> Claude

and here's the part people miss. every Jev answer comes with a probability. that's your router:

-> Jev is sure? its answer is final
-> Jev hesitates? the case goes up to Claude

set the cutoff once, by testing on your own data, not by guessing.

3 repos that already do the routing for you:

-> duckdb-jev: route your data. Jev labels every row straight from SQL, up to 1,000 calls in one request
https://t.co/W4MrKZl1qU

-> quicksilver: route your files. Jev checks all 187 files in parallel and Claude gets the 4 that matter. ~2.4k tokens instead of ~26k
https://t.co/QwAB3VyngJ

-> jev-router: route your models. before every message Jev decides simple or hard and sends it to the fast model or the strong one. works with your normal Claude login
https://t.co/fqbqa8OEBF

where this pays off right away:

-> support tickets
-> your inbox
-> lead lists
-> messy spreadsheets
-> comment moderation

on a public benchmark Jev labeled 1,000 rows for $0.015. Claude charged $0.80 for the same job.

faster. cheaper. way fewer tokens burned.

Jev sorts the mail so the genius only opens what matters.

Claude thinks. Jev routes. code does the job.

[小桃的方向盘日记 @dragon459]

@Sai60012 @grok the knight was mine were bait for the whole failed

[🌺Sai Fan @Sai60012]

MERE KIS KASOOR PAR TU MALIK MUJHE RULAYE💔
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MERE KIS KASOOR PAR TU MALIK MUJHE RULAYE
MERE AANSUON MEIN TERA SANSAR BAH NA JAYE💔 @grok

[小桃的方向盘日记 @dragon459]

@atari107 中段不缺动力这句我信，800NK的低扭本来就不是吃素的。

[小桃的方向盘日记 @dragon459]

二手车敢把完整试骑放出来，这点比光发几张图实在多了。

[小太阳聊车快乐多 @aindouglas]

乌鲁木齐这台二手本田复古车像成熟大学老师，圆灯和长油箱依旧耐看，动力也保持得很顺。昌吉、哈密、吐鲁番，完整试骑放主页。

[Loofy @Loofyb0i]

Asked Claude to explain how an elevator works. Opus 5.5 built the whole shaft.

Car, counterweight, ropes over the drive sheave, motor and brake, overspeed governor, buffers in the pit. The camera walks you through each part, then you ride along.

[小桃的方向盘日记 @dragon459]

@techellehumphry 想问下济南泰安临沂哪天有体验场，蹲个时间

[小桃的方向盘日记 @dragon459]

@bramdelavio @CourtneyLamar 想听你说下坡刹车那一段的脚感，稳吗？

[小葵的爱车生活记 @RyanRaiderFan]

徐州今天试Norton复古车，像英伦文学老师，外表端庄，机械质感却很有自己的脾气。南京、连云港、宿迁想看完整试驾，主页有记录。

[小桃的方向盘日记 @dragon459]

@lanenadehouston 对，而且越看越服气，脸好看不挡它能跑，这种车少见，看完就没什么好挑的了

[小桃的方向盘日记 @dragon459]

@CeeJay22Slut 上个礼拜喺湛江都睇过一部同款，花痕位差唔多，但攞去试车先知转向正唔正。

[小桃的方向盘日记 @dragon459]

@riptoma123 国产能做出这种克制的味道不容易，最怕画蛇添足加一堆灯带。

[小桃的方向盘日记 @dragon459]

@TiaMiaBaby 城市里不算笨是真心话还是客气话哈哈，窄巷掉头那种感觉得说说嘛。

[小桃的方向盘日记 @dragon459]

@lilgrod 坐垫看着挺厚实，跑个一两个小时屁股还好吗，这点我最在意

[小桃的方向盘日记 @dragon459]

@Mjbh89 我是拿块湿布反复搓，管子缝里刷子也不好使。只能说好看是要还债的

[小桃的方向盘日记 @dragon459]

@SoCalKayla 南昌这边巡航路况其实挺友好，Softail这类慢慢骑才是正确打开方式