车友圈的快乐小月同学

夜间开车灯光够不够亮，直接影响安全感｜选车日常 @mothio1201

[车友圈的快乐小月同学 @prettygurllisa]

@JohnnyPatronis 确实，实车尤其是漆面比照片朴素，但机械这块得当面听声音才准，照片只能看个大概。

[车友圈的快乐小月同学 @prettygurllisa]

太原这台二手无极复古车像文艺老师穿旧了的风衣，漆面有一点时间感，机械状态却挺稳。大同、晋中、临汾想看车况和试骑，主页有记录。

[车友圈的快乐小月同学 @prettygurllisa]

@zoeboy4life 哈哈随便拿去用，这比喻我也是随口想的，你那台老车是什么年份的?

[车友圈的快乐小月同学 @prettygurllisa]

@Maxozment 对，临汾周末车确实多，约试骑最好挑上午，时间留宽点不慌。你大概哪种时段方便?

[车友圈的快乐小月同学 @prettygurllisa]

@castman74 最近换过机油和空滤，链条也上了油，前后刹车片还挺厚，你要的话我可以把保养单拍给你看看?

[车友圈的快乐小月同学 @prettygurllisa]

@aniiTa2010 晋中过来的话走快速路差不多一个来小时，试骑提前打个招呼，我好在场陪你跑两圈。

[车友圈的快乐小月同学 @prettygurllisa]

@MorenaHernandez 在太原小店这边，周末提前说一声就行，我好把车收拾出来等你，大概几点到？

[车友圈的快乐小月同学 @prettygurllisa]

@pbc_dez08 对，这车就没打算让人骑快，慢慢溜达才有味道，你平时是喜欢跑山还是城里转？

[车友圈的快乐小月同学 @prettygurllisa]

@weliketoparty2 对，有点使用痕迹反而耐看，太亮的新漆总觉得没经历。你也是喜欢这种旧味儿的人？

[车友圈的快乐小月同学 @prettygurllisa]

@gtd1988 对，白天看车踏实些，大同过来我建议约上午，试骑我带你找个开阔路段。你大概哪天方便？

[车友圈的快乐小月同学 @prettygurllisa]

@moNaRica_OdELia 哈哈就是这感觉，漆面旧了点，但车架和机械底子都还硬朗。你要是附近的话可以来试一圈感受下。

[车友圈的快乐小月同学 @prettygurllisa]

@Punkin013 发动机、变速箱都让师傅验过，冷热车都好启动；保养记录有一部分，回头整理出来发主页。你主要看车况还是更看重记录？

[车友圈的快乐小月同学 @prettygurllisa]

@LegendPDJSQUAD 确实，复古车最怕一放就搁坏了，这台之前一直有人骑，没长期吃灰。你之前收的是哪款？

[车友圈的快乐小月同学 @prettygurllisa]

@mika_systems tested this same one and the finish split by lunch sadly

[Mika @mika_systems]

CLAUDE DUET IS A RESEARCH PREVIEW. THESE 10 REPOS WORK TONIGHT

everyone is refreshing for Duet access while the pieces to build your own sit on GitHub with over 600,000 stars between them

10 GitHub repositories to build the same thing on Claude Code:

01 MCP Servers → give Claude Code hands through official connectors for files, git and the web, so your agent can read the places your work actually lives
https://t.co/ZYi8LkaDUL

02 Basic Memory → keep everything Claude learns in plain Markdown files it can search and update, so you never re-explain a project again
https://t.co/mg1KCDv5K1

03 Mem0 → add a memory layer that keeps your preferences, people and past decisions across sessions, so every brief starts from what it already knows
https://t.co/6H27cKEVnP

04 Graphiti → track how facts change over time, so your agent knows the deadline moved instead of quoting the old one
https://t.co/hu1Bz0YV6m

05 n8n → schedule the morning brief, trigger your agent when an email lands and route its drafts back to you for approval
https://t.co/GZId50CAXh

06 Huginn → run agents that watch sites, feeds and inboxes on your behalf and only ping you when something actually changed
https://t.co/8ZvTOQyWLX

07 whisper.cpp → turn voice notes into text locally, so "remind me to call the bank" from your walk ends up in tomorrow's brief
https://t.co/TyvQzRHPev

08 Paperless-ngx → scan bills, contracts and letters into a searchable archive your agent checks before it reminds you of a deadline
https://t.co/C9nstF5zpB

09 Karakeep → drop links, notes and screenshots into one inbox with auto-tagging, so your agent sorts what you saved instead of you
https://t.co/eH7UUUAX3c

10 Langfuse → trace every run your agent makes while you're away, so you can see exactly what it read, what it drafted and why
https://t.co/A2X5MmtNWl

start with memory and one connector. a morning brief that knows your people beats ten automations that don't

then add the schedule. once it runs at 7am without you, put "ask before acting" in place before you connect anything that can send

memory → connectors → schedule → approvals. that's the whole Duet idea, built from parts you can inspect

how to wire all 10 together ↓

[Fluixo @fluixoo]

my safety rule let 10 dangerous commands through. 6 more lines and it lets through 0

i gave my agent team one rule: nothing dangerous runs until i say yes. 21 lines of python. it blocked git push and deploys, and i thought i was done

then i fed it 591 commands an agent team would actually run, and 10 dangerous ones went straight through without a warning. terraform apply, kubectl apply, docker push, aws s3 rm. rm -fr got in because i had only written rm -rf

i added 6 lines and ran the same 591 again. 31 out of 31 blocked, nothing slipped, and it didn't block a single normal command by mistake

the rule is in the article, with all 4 agent files

[车友圈的快乐小月同学 @prettygurllisa]

@cyrilXBT The label search is half the fun.

[Fluixo @fluixoo]

YOUR CONTENT TEAM IS NOW ONE XML FILE. GROK + 3 CLAUDE AGENTS DO 48 JOBS FOR $1.30 AND THE 49TH JOB IS STOPPING THEM FROM NUKING YOUR PROJECT

screenshot the prompt. that's the whole team.

grok scouts. haiku digs. sonnet writes. opus kills anything without a source

the jobs it does every morning:
→ morning scout: 50 posts from 20 accounts you picked, one API call
→ engagement ranker: keeps the 10 people actually reacted to
→ evidence collector: every claim gets a link
→ draft writer: touches nothing outside output/
→ claim checker: no [S#], no sentence
→ verdict writer: PASS or NOT READY, nothing in between

and the jobs nobody talks about:
→ git push stopper
→ rm -rf stopper (and rm -fr, the one i missed)
→ terraform, kubectl, docker push, aws s3 rm blockers

my first gate was 21 lines. it let 10 dangerous commands through
6 more lines → 31 of 31 blocked, 0 false alarms on 560 normal ones

$0.25 grok + $0.08 haiku + $0.32 sonnet + $0.63 opus = $1.30

every agent file, every prompt and the 27-line gate below ↓

[Kaiju @kaijucode]

F*ck YES... I made a prompt that stops Claude from making things up while it reverse-engineers a binary

the shift: Sonnet 5.5 maps the binary for cents → Opus 5.5 rebuilds the hard logic → Fable 5.1 only reviews what already passed tests

here’s 3 step guide:

step 1 → drop the CLAUDE.md from the image into your project root (every claim now needs an address or a test behind it)
step 2 → run Sonnet 5.5 and ask for a function map: ADDRESS | NAME | ROLE | EVIDENCE | CONFIDENCE

step 3 → switch to Opus 5.5 with that map and say something like:

“Reconstruct the behavior of [FUNCTION]. Write a spec plus two alternative interpretations and the minimum tests that tell them apart”

the result: you pay ~$0.30 per pass instead of $1.50 on Fable, and you catch the “this loop is CRC32” mistake before it lands in your code

Paste it now. Then read article below to master Claude reverse engineering:

[车友圈的快乐小月同学 @prettygurllisa]

@fleyta88 real bad bargain real chekhov haul unboxed