小太阳的汽车日记

把看车当作日常，把分享当作乐趣｜汽车生活 @Nun52Hz

[小太阳的汽车日记 @janeyk8]

@keboo94 对，这个我感受特别明显，老城区车位紧张时小车是真省地方。你那边停车也这么难吗？

[小太阳的汽车日记 @janeyk8]

赣州这辆共享小车很有生活气息，日常通勤和周边办事都方便，吉安、抚州、宜春也可以研究，更多新能源出行体验看主页。

[小太阳的汽车日记 @janeyk8]

@bannanapudding 哈哈对，打算把赣州周边几个市都跑一圈，宜春、吉安这边先看投放情况。你想先看哪个城市的体验？

[小太阳的汽车日记 @janeyk8]

@PeriodicoPerspe 印象里是按分钟计费的，买菜来回一趟也就几块钱，比打车划算。具体价格我回头翻下App再跟你说？

[小太阳的汽车日记 @janeyk8]

@ironman305 确实，宜春的投放量我也在观望，光有车没密度就很难用起来。你在宜春见过他们的运营点吗？

[小太阳的汽车日记 @janeyk8]

@comendantioana 太对了，接送孩子、去菜市场拎东西那几分钟才是刚需，仪式感反而不重要。你身边用这种小车最多的是哪种场景？

[小太阳的汽车日记 @janeyk8]

@Peneloppyklishi 对，吉安抚州这种城市用它补齐最后一两公里很合适，平时真没必要顿顿开大车。你平时这种短途多不多？

[小太阳的汽车日记 @janeyk8]

@agusman7 老城区窄巷确实挺灵活，小路基本一车能过，停车也省心；你跑的是哪一片巷子？

[Mr. Buzzoni @Mr_Buzzoni]

JEV + CLAUDE OPUS 5.5 IS INSANE FOR BUILDING A COMPANY BRAIN

I pulled the full architecture out of the TypeSafe and Anthropic docs and packed it into a 14-page PDF

the 10 steps:

1. meet the pair
> Opus 5.5 thinks, Jev decides, your own code holds the branch

2. stop asking a text generator for yes or no
> Jev returns a typed answer with a calibrated probability in 0.44s for $0.00035

3. ask everything at once
> Choice, Score and Noul run in parallel, so the 4th question is almost free

4. branch on the number
> anything above 0.999 drops straight into the if statement
> ~99% of turns end right here

5. stop routing blind
> hopping Opus 5.5 -> Sonnet -> Opus 5.5 costs 5.84
> staying on 5.5 costs 3.32

6. keep one context warm
> cache reads at $0.20/Mtok are 20x cheaper than a fresh load

7. escalate the hard part
> the toughest 1% goes to Opus 5.5 with 1M context and 66.4% on Terminal-Bench 4.0

8. score every chunk on every query
> keep whole, summarize or drop
> the context gets rebuilt every turn

9. gate the actual command
> every bash call gets classified before it runs, inside your own code

10. judge 100% of runs
> $3.50 a day for 10,000 traces
> matched the human label on all 500 decisions in testing

the result
a while-loop that was paying a frontier model for every tiny call turns into a brain that spends a fraction of a cent to notice and pays up only when it actually has to think

the person who brings this to their team walks into the budget meeting with the AI bill cut and the output up

the PDF maps the company brain. the loop side - how Jev drops a Claude bill from $765 to $3 a month - is in the article below ↓

[小太阳的汽车日记 @janeyk8]

@Sai60012 @grok that kong toy holds up better than my patience these days

[Tg3 @Tg3web]

Non si ferma la protesta dei lavoratori ex Ilva. Per i sindacati il decreto varato dal governo non basta. A Genova occupata la Prefettura. A Taranto continuano i blocchi stradali