aoi 葵

influencer

dm open for collaboration

[aoi 葵 @aoixbt]

Anthropic engineer:

"Don't just ask Opus 5.5 to explain an app

Build a workflow that traces its behavior to evidence - then tests the reconstruction against the original"

In 30 minutes, she shows how to use Opus 5.5 to investigate software, trace what it does, and verify a rebuild

Opus 5.5 → REA → Trace Behavior → Gather Evidence → Rebuild → Verify

A polished spec can still describe the wrong behavior

Trace Every Claim → Check the Evidence → Test Against the Original

Worth more than most $1,000–$2,000 agent courses

Watch it, then read the full guide to reverse engineering with Opus 5.5 below ↓

[rari @0xwhrrari]

REA is dangerous with Opus 5.5

It lets your agent inspect apps you have no source for

But finding the code is not the same as proving the behavior

I broke down how to get from a black box to a build you can actually test ↓ https://t.co/E5KyWLfEt1

[aoi 葵 @aoixbt]

Anthropic engineer:

"Don't just ask Opus 5.5 to explain an app

Build a workflow that traces its behavior to evidence - then tests the reconstruction against the original"

In 30 minutes, she shows how to use Opus 5.5 to investigate software, trace what it does, and verify a rebuild

Opus 5.5 → REA → Trace Behavior → Gather Evidence → Rebuild → Verify

A polished spec can still describe the wrong behavior

Trace Every Claim → Check the Evidence → Test Against the Original

Worth more than most $1,000–$2,000 agent courses

Watch it, then read the full guide to reverse engineering with Opus 5.5 below ↓

[aoi 葵 @aoixbt]

@0xwhrrari tier sss promt i think

[rari @0xwhrrari]

REA is dangerous with Opus 5.5

It lets your agent inspect apps you have no source for

But finding the code is not the same as proving the behavior

I broke down how to get from a black box to a build you can actually test ↓ https://t.co/E5KyWLfEt1

[aoi 葵 @aoixbt]

@0xwhrrari great breakdown rari
tysm for that, already booked

[aoi 葵 @aoixbt]

An OpenAI engineer just released a 12-page PDF that turns GPT-6 Astra into a reverse-engineering team for rebuilding software from observed behavior

This is f*cking insane...

Send the PDF to GPT-6 Astra, give it one app and one feature, and make it map the workflow, build an equivalent, and prove the result with real fixtures

Then read the article below for the exact team setup

[aoi 葵 @aoixbt]

@0xwhrrari seeing what an agent looked at before buying would be so useful

[aoi 葵 @aoixbt]

@0xwhrrari curious how a step that needs human approval would fit into this flow?

[aoi 葵 @aoixbt]

@0xwhrrari wow awesome
gonna try it

[aoi 葵 @aoixbt]

https://t.co/BZ0AWZ7Uu4

[aoi 葵 @aoixbt]

An OpenAI engineer just released a 12-page PDF that turns GPT-6 Astra into a reverse-engineering team for rebuilding software from observed behavior

This is f*cking insane...

Send the PDF to GPT-6 Astra, give it one app and one feature, and make it map the workflow, build an equivalent, and prove the result with real fixtures

Then read the article below for the exact team setup

[rari @0xwhrrari]

GPT-6 Astra is built for the hard tasks

Using it for everything gets expensive fast

I broke down when Astra earns its price and when Sol is enough ↓ https://t.co/vBz6orRYVy

[aoi 葵 @aoixbt]

@0xwhrrari opus 5.5 is insane in that

[aoi 葵 @aoixbt]

An ex-Anthropic motion engineer just dropped a prompt that turns Opus 5.5 & Fable 5.1 into a motion studio that designs the sound too.

It's f*cking unreal...

Send it to Opus 5.5 & Fable 5.1 and thank me later

Then read the full motion engineering roadmap with examples below

[aoi 葵 @aoixbt]

@0xwhrrari 3,000 integrations is a lot
curious which connection people use first

[aoi 葵 @aoixbt]

An ex-Anthropic motion engineer just dropped a prompt that turns Opus 5.5 & Fable 5.1 into a motion studio that designs the sound too.

It's f*cking unreal...

Send it to Opus 5.5 & Fable 5.1 and thank me later

Then read the full motion engineering roadmap with examples below

[rari @0xwhrrari]

Opus 5.5 can make a video

The hard part is making the next one better

That takes a studio, not a prompt

I broke down how to build it ↓ https://t.co/EXinI060Cr

[aoi 葵 @aoixbt]

@0xwhrrari def worth to save that repo list

[aoi 葵 @aoixbt]

Michael Truell (Cursor CEO) just dropped a prompt that turns Opus 5.5 into a software factory that builds, tests, and ships a real app

It's f*cking unreal...

Paste it into Opus 5.5 and thank me later

Then read the full Opus 5.5 Software Factory Engineering guide

[aoi 葵 @aoixbt]

Michael Truell (Cursor CEO) just dropped a prompt that turns Opus 5.5 into a software factory that builds, tests, and ships a real app

It's f*cking unreal...

Paste it into Opus 5.5 and thank me later

Then read the full Opus 5.5 Software Factory Engineering guide

[rari @0xwhrrari]

Your agent remembers the deadline

It may also remember the one that got replaced

More history won't tell it which one still counts

I broke down the AI memory stack: what to save, what to load, what to recheck, and when to forget ↓ https://t.co/Zzy6eTUQBK

[aoi 葵 @aoixbt]

@0xwhrrari best promts for motion design
tysm rari booked

[aoi 葵 @aoixbt]

holy f*ck, some of the best Grok bots came from SpaceXAI's own engineers - and they're free

you don't have to build a Grok bot from zero. xAI's team has already shipped 49 you can install today

each one was built by their engineers, tested and made available in the marketplace

trading bots, research agents, support bots, content bots - all one click away

people charge $50-200 for similar bots on other platforms

this section is free

no prompt engineering, no config files, no 72-hour build

choose one, hit install, and it's ready to work

most people are still building their first agent from scratch

49 are already live and cost nothing

check the marketplace below ↓