咕咕咕的信鸽

熬得住就出众，熬不住就出局

[咕咕咕的信鸽 @matt21311]

慢本来就是巡航的一种表达，不是骑不动。

[小云说车小分享 @wuzupdude]

福州今天骑哈雷巡航，像成熟老板娘，声音厚、姿态稳，不需要快，慢慢走就已经很有味道。厦门、泉州、莆田想看更多，主页有后续。

[CyrilXBT @cyrilXBT]

How many versions of the same tag are in your Obsidian vault right now?

#idea

#ideas

#Idea

#idea_note

Claude invents a new one every session.

Unless you tell it not to.

One line in your CLAUDE.md:

"Use tags from this list only."

That's the kind of rule this whole course is built on.

Full course below

[Zenad @0xZenad]

LORD FARQUAAD JUST INTERRUPTED A ROBBERY TO SHOW OFF HIS AURA

two masked guys are trying to steal a woman's bag when Lord Farquaad casually walks into the middle of it

full medieval outfit, sword on his belt, looking like he just left Duloc

and somehow the robbers are so confused they actually pull their masks off

but instead of fighting them, Farquaad starts hitting the most ridiculous poses imaginable

the head tilts, the footwork, the completely serious expression

bro is fighting for his life against absolutely nobody

and the entire thing is filmed on a regular street like this happens every Tuesday

imagine trying to rob someone and getting interrupted by a 4-foot Shrek villain with unlimited confidence

[HodlMir @HodlMiro]

POLICE CHASES IN 2028 COULD END WITH COPS LOOKING UP.
4 CRUISERS. 6 OFFICERS. 1 CAR THAT JUST LEAVES.

The intersection is blocked.
Officers on one knee behind their doors.

Inside, the driver doesn’t even look worried.
Thrusters fire. Smoke swallows the crosswalk.
The Roadster clears the cruisers and drops onto the next block.

The cops chase the smoke.

Every police tactic was written for cars that stay down.
AI vision of 2028. Real enough to make you look twice?

[咕咕咕的信鸽 @matt21311]

成都的兄弟先看了，绵阳这边只能等测评了

[车友圈的热心小杏同学 @kYEXIAH]

成都今天试二手印第安，像成熟舞者，车身留下一些使用印记，姿态却完全没垮。绵阳、德阳、乐山想看动力和试骑，主页有记录。

[咕咕咕的信鸽 @matt21311]

@JacindaDaBadest 夜色老板娘这个形容有点东西哈哈，改天去三亚那边看看实车。

[咕咕咕的信鸽 @matt21311]

@makenzie1229 上次在泉州试车没带护具，被老板说了一路，记得穿齐了再去。

[咕咕咕的信鸽 @matt21311]

@TheDevilseye 我这边雨多不怎么干燥，链条一不注意就起锈，所以我基本就是停完车看天气，淋雨之后顺手擦两下链条，也省心

[咕咕咕的信鸽 @matt21311]

@Marlenuii his red zone target share is flying under everyone's radar

[咕咕咕的信鸽 @matt21311]

@jordenthepimp 造型那部分我没提，但你说的未来都市感是对的，线条一看就不是走复古路线的

[咕咕咕的信鸽 @matt21311]

主页有后续这句最实在，先蹲一波完整版

[小芽带你选好车 @nillakid]

衡阳这台KTM街车像运动系成年女生，反应快、方向轻，完全不喜欢拖泥带水。长沙、岳阳、郴州想看完整操控体验，主页有后续。

[咕咕咕的信鸽 @matt21311]

@kmoe8004 长途的话还得看座垫厚度和脚踏位置，坐姿宽松只是第一步

[u7niversal @u7niversal]

holy sh*t. Your AI can now keep a second brain that builds itself. Karpathy’s pattern, running on Grok Bot

stop explaining yourself from scratch every chat.

three bots share one group chat, each with its own memory:

the reader takes in whatever you drop (links, PDFs, voice notes) and never edits it
the librarian updates every wiki page that source touches, usually 10 to 15 pages
the checker works at night and hunts for contradictions, stale claims and pages with no links pointing to them
→ you ask something: the answer gets saved as a page, so the brain grows from use, not only from reading
→ new info conflicts with an old page: the checker tags you instead of overwriting it
→ 30 days without a fresh source: the page is marked unconfirmed
a second brain can sound sure and still remember the wrong thing

Reader collects. Librarian writes. Checker doubts.
every page has to show:
the claim
the source it came from
the date it was last confirmed

paste this into Grok Bot:

“Build me a second brain with three bots in one group chat. Keep my sources untouched in raw/, maintain wiki/ yourself, file good answers back as pages and run a nightly check for contradictions. Show me the structure first. Do not create anything until I confirm”

start with one topic you actually work on, not your whole life

full setup below

[咕咕咕的信鸽 @matt21311]

@XBusiness flea market chair, new cushion, chair now royal

[咕咕咕的信鸽 @matt21311]

@0xLagosaur keeping the scratch, tell everybody it's patina

[咕咕咕的信鸽 @matt21311]

@proAlishke keeping the scratch, tell everybody it's patina

[咕咕咕的信鸽 @matt21311]

@0xAIlabs keeping the scratch, tell everybody it's patina

[Myttle @xmyttle]

GPT-6 ASTRA + REVERSE ENGINEER ANYTHING
MATCHED A GAME FUNCTION
THEN THE TEST TURNED OUT TO PASS WRONG CODE

an AI agent rebuilt a game function
the test said match
an audit later showed the test can be fooled

REA is an MCP server
Claude Code, Codex, Cursor, Gemini CLI
and Grok Build use it to open any program

its own demo asks Windows Calculator
why does 200 + 10% give 220

REA traces the branch that multiplies
and the call that divides by 100
200 × 10 / 100 = 20, then 200 + 20 = 220

then REA's blog shows a relay
on three stubborn game functions

GPT-6-Sol → GPT-6.1-Sol → match
GPT-6.1-Sol → GPT-6 Astra → match
GPT-6-Luna-max → match

Astra rewired the control-flow graph
the compiler merged the branches
exactly like the original did

REA's author checks each match
by comparing instructions

it reads the value behind an address
only if somebody recorded it

an audit then found accepted functions
with wrong constants
one added 1.0f where the original added 32.0f

a model rewarded by that check
could learn to write the wrong function

the author's fix is the part to copy
feed your check code that must fail
before you trust a green tick

try REA's own question
npx rea-agents@latest setup
Use REA to inspect Windows Calculator.
Why does 200 + 10% give 220?

a green tick shows what was read
not what was true

[咕咕咕的信鸽 @matt21311]

@HurricaneCrypt0 some stain looks too reveal orange plank sealed then dull couple