小柚带你了解汽车

买车不必跟风，自己喜欢开着舒服就好｜车友圈 @mothio1201

[小柚带你了解汽车 @Guiga50]

@kinderlayer different use pre weeks of chopped at then space large next option out and point list down. Again site and only tried

[小柚带你了解汽车 @Guiga50]

@kinderlayer still ingredient list no run out ground spice final bag the other real this meal within prep often hit

[yurshev @yurshevv]

TWO PEOPLE RUN THE SAME F*CKING TASK. ONE PAYS $10. THE OTHER PAYS $0.20.

the difference isn't skill. it's one setting in Claude Code.

DeepSeek dropped Flash-1017 this week. on DeepSeek's own chart it scores 77.0 on DeepSWE, Opus 5 scores 74.0, and it costs about 50x less per task.

and it runs inside Claude Code. same terminal, same commands.

the setup that actually wins:

→ Opus 5.5 plans the job and goes quiet
→ Flash does the long work: build, test, fix
→ every fix gets 2 tries max, then it's parked
→ Opus 5.5 comes back for one thing: the final review

the expensive brain where it matters. the cheap hands everywhere else.

what you save on, straight from DeepSeek's pricing page:
> $0.15 in / $0.60 out per 1M tokens off-peak
> $0.003 per 1M on cached input. rereading your repo costs almost nothing
> nights and weekends are off-peak, half the peak price
> web search through Claude Code is free until Oct 31

what you can sell with it:
> client sites and small tools at the same price, built for cents
> fixed-price 3D scenes and game demos, the exact stuff it was trained on
> overnight refactors you'd never run on Opus money

paste this into Claude Code ↓

"Split my work: deepseek-flash does building, testing and fixing in one long session per project. Opus 5.5 only plans and reviews the final diff. Fixes get 2 rounds max, then park them and tell me. Log tokens and cost for every task. Show me the plan before anything runs."

the honest part: the chart compares Opus 5, not 5.5. and Flash is cheaper, not faster.

but if you're still running every agent step on the most expensive model, someone doing the same work for 50x less is already underpricing you.

which job are you moving first?

[小柚带你了解汽车 @Guiga50]

@0xkichiro More of this please

[小柚带你了解汽车 @Guiga50]

@beamnxw Love this

[Shift4 @Shift4]

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[小柚带你了解汽车 @Guiga50]

@Rick5960 哈哈这角度我是边骑边想出来的，甜妹轻巧、正好呼应这台车在城里灵活的感觉。你路上真遇到了会先注意哪个细节？配色还是声浪？

[小柚带你了解汽车 @Guiga50]

台北这台阿普利亚踏板像运动甜妹风成年女生，身形轻巧，城市里又灵又快。新北、桃园、新竹想看通勤表现，主页有后续。

[小柚带你了解汽车 @Guiga50]

@xoxfhbabe 旧款那段环河“浮”的感觉是真的，我骑这台时在高架匝道急加速试了下，更贴地了，悬挂应该调整过。你要是常骑环河，要不要我下次拍一段起步和急加速的对比给你？

[小柚带你了解汽车 @Guiga50]

@kellypooh01 小个子更要考虑座高跟骨盆宽，脚尖踮得到才有安全感；阿普利亚有些158以下的女生要稍微挪屁股。你可以试试留言问，看她身高多少、骑姿会不会卡？

[小柚带你了解汽车 @Guiga50]

@Blllahhhh 哈你抓到重点，胎宽大一点压白线会稳很多，视觉上也更像运动甜妹，不过如果太在意省油就会差一点点。

[小柚带你了解汽车 @Guiga50]

@l0lsmileyface14 真的，滑进小巷像切豆腐，轻一点在台北超吃香，回转跟待转都不用想太多。你之前是在哪一区租车玩的？

[小柚带你了解汽车 @Guiga50]

@conradbeliconi 新北那段桥的伸缩缝我也天天碾，原厂避震调校偏硬一点，低速过缝还行，真正坑是路面补丁，桥段我都放慢点，毕竟通勤不要跟跳跳床较劲。

[mentalium @mentalium_]

Anthropic pays $650,000 a year for people who can walk this bootcamp.

Everyone will save it. Almost no one will finish the lectures.

Prompt engineering => foundations => augmented models => launch in one hour => project walkthrough => UX => LLMOps => the system you ship.

01 Learn to Spell. Prompt engineering.
https://t.co/w2h2JXGnUh

02 LLM Foundations. Transformers, scaling, notable models.
https://t.co/TEdRrJglzR

03 Augmented Language Models. Tools, retrieval, external knowledge.
https://t.co/NSEhhLHqWy

04 Launch an LLM App in One Hour.
https://t.co/KdFyBALcp0

05 Project Walkthrough. askFSDL.
https://t.co/BvivLUdZQh

06 UX for Language User Interfaces.
https://t.co/v3jY33j7w4

07 LLMOps. Evaluation, iteration, production.
https://t.co/yoPt3ba2Pq

08 What's Next?
https://t.co/jL2u9WN9Bt

09 Harrison Chase. Agents masterclass.
https://t.co/TZawITd5mE

10 The full materials. Free.
https://t.co/jobxH3zFGg

The lectures and the materials are free.

Save this ⭣

[小柚带你了解汽车 @Guiga50]

@0xMortyx That crispness chase getting washing pointless.

[Gipp 🦅 @gippp69]

this is the most UNDERRATED Grok Bot setup right now

1 router + 4 specialist agents. no polling, no wasted runs, nothing fires until something actually needs action

i switched after doing the math: a routine every 5 minutes costs 12x more than hourly. $397 a month vs $33 for the same job

→ webhooks, Slack, GitHub and email all hit one router
→ most events get ignored on purpose, zero wasted runs
→ 4 specialist agents wake up only when there's real work
→ risky actions stop at a draft before they reach you

stop polling every 5 minutes. let events wake your agents.

here's the exact setup, send it to your Grok Bot ↓

[CyrilXBT @cyrilXBT]

How many warm leads did you lose this month because you forgot to follow up?

Most solo founders don't lose deals to competitors.

They lose them to silence.

A Grok Bot checks your CRM every day.

Spots the buying signals.

Drafts the follow up.

You approve it in 10 seconds.

That one Bot pays for the whole $30 subscription.

Full course below. Bookmark this.

[codila @0xCodila]

REA creator just released prompts that turn any AI agent into reverse-engineering lab

absurdly f*cking dangerous...

One paste and your agents will:

• reverse engineer any paid app
• open Android, IPhone apps, Windows .exe and firmware
• take apart any app without its source code
• and that's just the start...

Send this to Claude Code & Codex & Cursor & Muse Code and thank me later. Before you run it, read the article below:

[bl888m @bl888m_eth]

xAI Grok Bot has a f**king expensive habit:

it re-checks the same dead market 40 times before anything actually moves

[the overnight rule]

give your Grok Bot crew 3 hard stoplines:

> SCOUT flags what actually moved before waking the full team
> EXEC handles safe, reversible trades on its own
> RISK leaves anything irreversible as a draft

a full re-check costs 20x what a change-check costs. most nights, nothing changes.

save this before your next overnight run.

full guide below ↓

[小柚带你了解汽车 @Guiga50]

@0xMorlex using the v60 once dialed better and the one bad question helps