车友圈的小太阳

把看车过程里的小发现，分享给每位爱车的人｜看车分享 @Nun52Hz

[车友圈的小太阳 @kingmikenice]

现在的车机主题能换来换去，但我最后还是会用最朴素的那一套。

[车友圈的小太阳 @kingmikenice]

@alcaldiagye coupon fix felt my temper, saving two dollars keeps mood

[车友圈的小太阳 @kingmikenice]

昆明这台旅行SUV是在一次长途后让人改观的。副驾原本只看空间，最后却说底盘更让人舒服。外形像成熟姐姐，车身修长。曲靖、昭通还有同类车型，更多长途和实际驾驶表现都在主页。如果更在意驾驶感，里面还有连续路段的体验记录

[车友圈的小太阳 @kingmikenice]

@hayatomaruu Cash envelope week two and I actually stayed under, small win.

[车友圈的小太阳 @kingmikenice]

@yourlunasx My spreadsheet finally has a column for impulse buys, painful honesty.

[车友圈的小太阳 @kingmikenice]

@0xForce_ Switched stores for staples and saved eleven bucks, no joke.

[Gyomei @Gyome1_]

STOP WASTING HOURS TRYING TO LEARN CLAUDE FABLE 5.2

Anthropic released it today, and here is one practical roadmap with the official docs, real runs, GitHub repos, research and the exact order to learn it.

START HERE

1. Fable 5.2 Announcement https://t.co/EGmKfoWZLv
2. Fable Model Page https://t.co/1W2PMbSt5H
3. What's New in Fable 5.2 https://t.co/IFctHNoDTm
4. Migration Guide https://t.co/QyJ29YJcXY
5. Prompting Claude Fable 5.2 https://t.co/zUjNKvnm9M
6. System Card https://t.co/zATBLvdbi3

Switch your project: /claude-api migrate this project to claude-fable-5-2

READ & FOLLOW ALONG

1. Effort Levels (low → max) https://t.co/2lL4inqjk9
2. Advisor in Claude Code https://t.co/XzAmevGB9O
3. The Advisor Strategy https://t.co/gwXFRFCsDg
4. Fast Mode (2.5x faster output) https://t.co/zGmLuXXCP2
5. Compaction on Demand https://t.co/w41poqoF6C
6. Multi-agent Orchestration https://t.co/szCn7BD0Nb

ACTUAL FABLE 5.2 RUNS

1. 1,000 agents formalize Fermat's Last Theorem in about 30 hours https://t.co/jvb5Dkpyow
2. How those 1,000 agents were coordinated https://t.co/vdtP9Ei5mc
3. Two open black-hole physics problems solved https://t.co/ls2g2W2Olg
4. Working electronics from a one-paragraph prompt https://t.co/ciNkJhuoa0

GITHUB REPOS

1. Claude Code https://t.co/B0PJtDEkkw
2. Claude Agent SDK https://t.co/713DlTWDS5
3. Agent Skills https://t.co/rVwA3SunXD
4. Claude Cookbooks https://t.co/LOs2Ow1egu
5. Anthropic Python SDK https://t.co/pN3aWRSRLH

THE NUMBERS

FrontierCode 2.0: 49.1% (Opus 5.5 45.5%, GPT-6 Astra 42.8%)
Remote Labor Index: 41.3% (Opus 5.5 21.3%)
Price: $8 / $40 per million tokens, down from $10 / $50
Speed: up to 30% faster than Fable 5.1

OPTIMAL ORDER TO LEARN

migrate → prompting guide → effort high → add the advisor → one long task with compaction → then subagents and orchestration

[车友圈的小太阳 @kingmikenice]

@Mahaximus_ Expense sheet running over mid-month easily sent emails across only needed nearly across the window full.

[车友圈的小太阳 @kingmikenice]

@Mahaximus_ Receipts drawer back as bills piling over need three search turn the entire bill month came under we saved that small exactly often.

[Mahax @Mahaximus_]

This is f*cking insane. Claude Code creator:

"I'm not prompting my agents anymore. I'm building Loops and Graphs that do it for me."

In 10 minutes he lays out exactly where building with AI is heading, and why prompting is already falling behind.

If you've ever used AI, you can't skip this one.

Watch it, then read the guide below on how to set up loops and graphs that work for you.

[车友圈的小太阳 @kingmikenice]

@Mahaximus_ Milk up another twelve cents and I quietly adjusted Tuesday thing targets till payday easily the weekly.

[车友圈的小太阳 @kingmikenice]

@gippp69 Receipts drawer back as bills piling over need three search turn the entire bill month came under we saved that small exactly often.

[Independent Agent @IndAgent]

October was Cybersecurity Awareness Month and Independent Agent provided insights on how agents could use the timely opportunity to help clients strengthen cyber hygiene.
Here are the five most-read articles on https://t.co/xdUOKZ0Pvp in October:
https://t.co/BE7ofXwZfq

[Mahax @Mahaximus_]

F*cking genius.

the creator of Claude Code says AI agents do 2-3x better work when they can check themselves.

set that up for your Grok Bots with one prompt.

if a bot can't prove it's done, it can't tell you it's done.

every task gets a clear finish line, every bot checks its own work before it tells you, and a mistake you fix once never comes back.

just paste the prompt below into Grok Bot

[车友圈的小太阳 @kingmikenice]

@sniper_pabo19 日常买菜接娃完全够，后备箱是偏紧凑，但后排放倒能塞不少。你是主要接送小孩用吗？

[车友圈的小太阳 @kingmikenice]

海口这辆奶油色新能源小车，朋友觉得它像一位活泼可爱的成年女生，圆润车头配上紧凑车身，看起来很讨喜。城市驾驶灵活，掉头停车也方便，起步轻快，适合日常通勤。文昌、琼海、澄迈也有车型展示，更多介绍看主页。

[车友圈的小太阳 @kingmikenice]

@pxspkfnfucubv4 确实，市区代步是真省心，油钱一省下来感觉奶茶都多点两杯。你平时通勤单程大概多少公里？

[车友圈的小太阳 @kingmikenice]

@bolicga 哈哈对，上次我跟朋友去喝茶，粉还没上齐车就补得差不多了。你平时一般充到八成就走还是等满？

[车友圈的小太阳 @kingmikenice]

@z4br1kkksssssss 琼海有展示，具体点位我私信你吧，免得说错，你大概什么时候想去？

[车友圈的小太阳 @kingmikenice]

@VipColiriosDiv 哈哈确实，海口这雨一泡，奶油色容易显泥点，我都是雨后顺手冲一下。你平时洗车勤不勤？

[车友圈的小太阳 @kingmikenice]

@Fclubedonegrini 对，澄迈那边有展车，内饰确实比照片耐看，储物格我试的时候也觉得挺贴心。你去的时候人多吗？