Ideas that compound. Thoughts on building, thinking clearly, and doing the work.
California, USA
Joined April 2023
- Tweets628
- Following302
- Followers2.7K
- Likes930
Beaver retweeted
BREAKING: Claude Code found 14,219 photos of my face on my Android that I never took. Phone was secretly taking them almost every time I picked it up. Even when I was just lying in bed. Even at home.
Not screenshots. Real frames from the front camera. On the train. In the car. At home. When I just grabbed it to check the time.
They were just sitting in a system cache. Timestamps and GPS on them. Nothing in Gallery. Nothing in Recently Deleted.
Plugged the phone into my laptop, made a full backup, told Claude Code to look for any front-camera files that weren’t in my photos. It pulled /data/system/users/0/faceunlock/cache and another folder inside Google Play Services. Over 14 thousand files. Normal ones and infrared from Face Unlock. Every single one had time and location.
Started scrolling. Almost everything from the last 15 months. Then I saw a file created 2 seconds ago. I was still looking at the folder. Phone kept taking photos while I was reading this.
Google and the phone makers say Face Unlock turns everything into a mathematical model and deletes the image right away. On this phone the raw frames were just sitting there. Some of the processes writing to that folder were from system diagnostics. Couple of old apps that still had camera permission could also get in.
Turned off diagnostics, revoked camera access from everything that doesn’t need it, cleared the cache. But how many of these frames already went somewhere else, I don’t know.
If you want to check yours, plug it in, make a full backup or use ADB, and ask Claude to look for front-camera files outside your Gallery. Path above is where mine were.
BREAKING: Claude Code found 14,219 photos of my face on my Android that I never took. Phone was secretly taking them almost every time I picked it up. Even when I was just lying in bed. Even at home.
Not screenshots. Real frames from the front camera. On the train. In the car. At home. When I just grabbed it to check the time.
They were just sitting in a system cache. Timestamps and GPS on them. Nothing in Gallery. Nothing in Recently Deleted.
Plugged the phone into my laptop, made a full backup, told Claude Code to look for any front-camera files that weren’t in my photos. It pulled /data/system/users/0/faceunlock/cache and another folder inside Google Play Services. Over 14 thousand files. Normal ones and infrared from Face Unlock. Every single one had time and location.
Started scrolling. Almost everything from the last 15 months. Then I saw a file created 2 seconds ago. I was still looking at the folder. Phone kept taking photos while I was reading this.
Google and the phone makers say Face Unlock turns everything into a mathematical model and deletes the image right away. On this phone the raw frames were just sitting there. Some of the processes writing to that folder were from system diagnostics. Couple of old apps that still had camera permission could also get in.
Turned off diagnostics, revoked camera access from everything that doesn’t need it, cleared the cache. But how many of these frames already went somewhere else, I don’t know.
If you want to check yours, plug it in, make a full backup or use ADB, and ask Claude to look for front-camera files outside your Gallery. Path above is where mine were.
this is absolutely f*cking insane
Black Rock just leaked 4 GitHub repos that give you the trading desk a fund pays millions for:
want a full research team arguing over every trade?
-> TradingAgents: a multi-agent trading firm in one repo. analysts, researchers, a risk desk
github.com/TauricResearch…
want the data terminal without the terminal bill?
-> OpenBB: an open data platform for analysts, quants and AI agents
github.com/openbq-org/Ope…
want a bot that actually places the orders?
-> freqtrade: free, open-source crypto trading bot with backtesting built in
github.com/freqtrade/freq…
want all of it in one place?
-> QuantDinger: an AI trading OS. research, Python strategies, backtest, paper and live trading
github.com/freqtrade/freq…
~282k stars of trading infrastructure. $0 in licences.
now the part worth trying.
every one of these has the same slow spot: the moment before the order, where something has to say yes or no.
that's where Jev goes.
it can't write a word. it returns BUY / SELL / HOLD with a probability in 70 to 500 milliseconds.
QuantDinger already ships it as the pre-trade gate. and one repo, jev-trader, asks it buy or sell every ~300 ms and quotes a limit order on every single block.
the stack in one line: OpenBB brings the data, the agents do the research, Jev makes the call, the bot places the order.
the catch: fast is not the same as right. none of this is an ATM. paper trade it first.
Jev + these five is the setup to test this month.
bookmark and share with a friend
WAIT. Grok Bot just called me at 3am. and I picked up
28 second phone call. +$3,940
I was asleep. phone rings. caller ID: Grok Bot
here's the actual call:
→ "yo. you up?"
→ me: "bro it's 3am"
→ "$XCAT just hit 40K posts on X. dev is clean."
→ "can I go in with 3 SOL?"
→ me: "do it"
→ "$NIGHTOWL is about to graduate. taking it too."
→ "$DEVDUMP… nah. dev holds 38%. skipping."
→ me: "wait what"
→ "$XCAT +140%. selling half."
→ "rest is riding. go back to sleep."
→ me: "who even are you"
→ "your night shift. bye."
what happened while we were talking:
→ bought $XCAT · 3 SOL · 40K posts on X
→ bought $NIGHTOWL · 2 SOL · curve 84%
→ sold $NIGHTOWL on graduation +96% · +$540
→ sold half $XCAT +142% · +$1,280
→ $DEVDUMP rugged −97% 2 seconds after it skipped it
→ sold the rest of $XCAT +188% · +$2,120
3 trades. 3 wins. 1 rug dodged. +$3,940 before the call ended
why it calls instead of just buying:
1. anything over 2 SOL needs my "yes"
2. dev holds more than 10% → skip, no call needed
3. same wallet as an old rug → skip forever
4. small trades it just does and sends a push
5. every sell goes back to my wallet
most bots spam you with signals. this one calls, asks once, trades, and tells you to go back to sleep
I've never been happier to be woken up at 3am
illustrative build, numbers simulated
Beaver retweeted
We just gave Solana Lab a major upgrade.
engram.llc/lab
- 802,619 unique token addresses across indexed sources.
- Idea Trace: search names, themes, characters, symbols or Solana addresses.
- Image Trace: compare logos and characters against 7,605 indexed images.
- Interactive maps, filters, side-by-side comparisons and JSON reports.
- A redesigned workspace for desktop and mobile.
Image coverage is still partial. AI Review isn’t connected yet. Finding no matches doesn’t prove an idea is unique.
EcpJJTa5YSc5jZxPVKHxuTy9LE5an7CSh1Lqgsdpump
Bring an idea. Follow the connections.
Beaver retweeted
ENGRAM now has its own home on X.
Account - @Engram0x
Follow for app updates, new releases, demos, and a closer look at what we’re building.
Thanks for being here early. See you there.
ENGRAM is live on Solana.
CA:EcpJJTa5YSc5jZxPVKHxuTy9LE5an7CSh1Lqgsdpump
Your files have a history. Follow it.
Explore the traces inside your files and backups. Find identical copies, inspect masked credential candidates, and follow the connections between findings.
Save a case. Compare snapshots. See what changed.
The desktop app and CLI are available now. Analysis runs locally. The code is open source and MIT licensed.
[github.com/Forem0/ENGRAM](github.com/Forem0/ENGRAM)
Find what remains.
19 year old Japanese student built a trading bot with Claude Code in 2 days.
Used his iPad as a second monitor.
First night: $6,732 profit.
Starting capital: $68.
Total profit so far: $750,000.
[ 𝐍𝐨𝐭𝐞: 𝐅𝐨𝐥𝐥𝐨𝐰 𝐌𝐞 @Beaver_0x 𝐅𝐨𝐫 𝐢𝐧𝐬𝐭𝐚𝐧𝐭𝐥𝐲 𝐚𝐮𝐭𝐨 𝐃𝐌]
Here's how it works👇
The bot scans over 50 markets simultaneously.
Syncs live BTC data from Binance every second.
Spots price errors before humans even notice.
The edge is pure speed + pattern recognition.
While traders stare at charts trying to predict the next move, his bot is already executing on mispricing across dozens of markets.
No guessing.
No emotions.
No hesitation.
Just Claude Code logic finding gaps that close in seconds.
He built the entire system in 48 hours:
→ Claude Code handles the trading logic
→ Binance API feeds real-time BTC data
→ iPad displays multi-market monitoring
→ Executes trades when arbitrage windows open
The system runs 24/7.
Every price dislocation = profit opportunity.
Most people are still trading manually, refreshing charts, second-guessing entries.
Meanwhile this 19 year old engineering student turned $68 into $750K by letting Claude Code do what humans can't: process 50 markets instantly and execute without fear.
Why are people still trading manually?
I'm giving away the exact Claude Code setup for free.
24 hours only.
To get it 👇
1️⃣ Comment " Claude "
2️⃣ Like and Repost
3️⃣ Follow @Beaver_0x (so I can send it via DM)
Beaver retweeted
I just updated DEX.
We're waiting for the DEX Screener to approve my application.
There's going to be a cool announcement today.
ENGRAM is live on Solana.
CA:EcpJJTa5YSc5jZxPVKHxuTy9LE5an7CSh1Lqgsdpump
Your files have a history. Follow it.
Explore the traces inside your files and backups. Find identical copies, inspect masked credential candidates, and follow the connections between findings.
Save a case. Compare snapshots. See what changed.
The desktop app and CLI are available now. Analysis runs locally. The code is open source and MIT licensed.
[github.com/Forem0/ENGRAM](github.com/Forem0/ENGRAM)
Find what remains.
Beaver retweeted
ENGRAM v0.6 source preview is now on GitHub.
github.com/Forem0/ENGRAM
From findings to reports.
- Export results to Markdown and CSV.
- Export all findings, filtered results or bookmarks.
- Choose whether to include notes and full paths.
Open source. Built to run locally.
Take a look, share your feedback, and help shape what comes next.
ENGRAM is live on Solana.
CA:EcpJJTa5YSc5jZxPVKHxuTy9LE5an7CSh1Lqgsdpump
Your files have a history. Follow it.
Explore the traces inside your files and backups. Find identical copies, inspect masked credential candidates, and follow the connections between findings.
Save a case. Compare snapshots. See what changed.
The desktop app and CLI are available now. Analysis runs locally. The code is open source and MIT licensed.
[github.com/Forem0/ENGRAM](github.com/Forem0/ENGRAM)
Find what remains.
Beaver retweeted
GM, ENGRAM.
EcpJJTa5YSc5jZxPVKHxuTy9LE5an7CSh1Lqgsdpump
engram.llc
New day. More to build.
We’re back to work on the app and the next steps on our roadmap.
The team holds 0 tokens.
We’re here for the idea, the product, and the community growing around it.
Thanks for being part of this. Let’s keep building.
ENGRAM is live on Solana.
CA:EcpJJTa5YSc5jZxPVKHxuTy9LE5an7CSh1Lqgsdpump
Your files have a history. Follow it.
Explore the traces inside your files and backups. Find identical copies, inspect masked credential candidates, and follow the connections between findings.
Save a case. Compare snapshots. See what changed.
The desktop app and CLI are available now. Analysis runs locally. The code is open source and MIT licensed.
[github.com/Forem0/ENGRAM](github.com/Forem0/ENGRAM)
Find what remains.
Beaver retweeted
Crypto up or down?
5 minute crypto up/downs are now live in the Polymarket US app.
XRP, SOL, ETH, & BTC 📈
honestly this should be f*cking illegal
your LLM takes 30 seconds to think about a trade, but candle closed 29 seconds ago.
Jev answers in 70 to 500 milliseconds. it can't write a word. it returns BUY / SELL / HOLD and a probability, and that's all a scalp needs.
3 repos already built on it:
-> jev-trader: one AI trade decision every single block, on a live MON-USDC market
github.com/jarrodwatts/je…
-> QuantDinger: a full open-source AI trading OS with Jev built in. research, strategy, agent trading
github.com/OpenByteInc/Qu…
-> AIStock: "one person can become their own super-analyst"
github.com/EthanAlgoX/AIS…
$0.042 per million input tokens. output is free.
that's thousands of decisions for the price of one LLM call.
the catch: fast is not the same as right. a wrong call in 200 milliseconds is still a wrong call. paper trade it first.
> let the big model do the research.
> let Jev pull the trigger.
> let code set the stop.
bookmark this before your bot is the slow one in the room.
Beaver retweeted
I BUILT ENGRAM TO FIND THE TRACES INSIDE YOUR FILES AND BACKUPS.
github.com/Forem0/ENGRAM
Your files have a history. ENGRAM helps you follow it.
Find identical copies, inspect masked credential candidates, and explore the connections between findings - with a source behind every result.
If you suspect someone accessed your files without permission, ENGRAM helps you inspect the available traces and compare snapshots to see what changed.
Save a case. Reopen it later. Keep the evidence and its context together.
The desktop app and CLI run locally. Open source. MIT licensed.
Download it. Point it at a folder. Find what remains.
🚨BREAKING NEWS : Your "deleted" photos aren't deleted.
Claude Code found years of them sitting in a hidden cache on my iPhone.
I plugged my iPhone into my MacBook to run a backup. I had Claude Code doing a security check at the same time. It flagged something I wasn't looking for. A directory called PhotoData/Thumbnails.
Thousands of files. Photos, videos, screenshots. A lot of them were things I had deleted.
Photos from a couple of years ago. Screenshots I took and deleted a few seconds later. Stuff I went into Recently Deleted and cleared. Some of it was still sitting there.
What I found in that cache:
- old screenshots of banking apps
- photos I deleted right after taking them
- random pictures I didn't want on my phone anymore
- a few things I specifically remember deleting more than once
When you delete a photo on iPhone, iOS removes it from your camera roll and Recently Deleted folder. But it keeps a compressed copy in a Spotlight search cache so your phone can still find things when you search. That cache doesn't get fully cleared.
I checked which apps had Files and Folders access. There were more than I expected, including apps I downloaded a long time ago and forgot about. Any of them could potentially read files from that cache.
I went through the list and removed access from most of them.
The prompt I used is below. It doesn't take long if you already have a backup.
How many apps on your phone have Files access right now?
Readers added context they thought people might want to know
The post exaggerates privacy risks. Thumbnail caches can persist in unencrypted iOS backups for performance, but third-party apps cannot access system paths like PhotoData/Thumbnails due to sandboxing. Recovering data requires physical device access plus specialized tools.
athenaforensics.co.uk/iphone-photoda…
support.apple.com/guide/iphone/i…
9to5mac.com/2024/05/23/app…
this is getting f*cking dangerous...
REA creator just dropped 20 GitHub repos to build a f*cking reverse engineering studio:
[01] analysis core
> REA: a single MCP that plugs into everything github.com/morluto/rea
> Ghidra: decompiler, free github.com/NationalSecuri…
> GhidraMCP: lets your agent drive Ghidra github.com/LaurieWired/Gh…
> ida-pro-mcp: hooks your agent into IDA Pro github.com/mrexodia/ida-p…
[02] mobile & apps
> jadx: turns Android APKs back into Java github.com/skylot/jadx
> Apktool: take APKs apart and put them back together github.com/iBotPeaches/Ap…
> Frida: hook into apps while they run github.com/frida/frida
> ILSpy: decompiles .NET github.com/icsharpcode/IL…
[03] binary & low-level
> radare2: RE framework that lives in your terminal github.com/radareorg/rada…
> x64dbg: debugger for Windows github.com/x64dbg/x64dbg
> ImHex: hex editor with its own pattern language github.com/WerWolv/ImHex
> angr: symbolic execution engine github.com/angr/angr
[04] network & runtime
> mitmproxy: sits in the middle and reads the traffic github.com/mitmproxy/mitm…
> dnSpy: debug and edit .NET apps github.com/dnSpyEx/dnSpy
> rizin: the radare2 fork github.com/rizinorg/rizin
> raddebugger: the debugger from Epic Games github.com/EpicGames/radd…
[05] rebuild & verify
> awesome-ai-reverse-engineering: 122 repos, every one graded github.com/zhuyansen/awes…
> awesome-reverse-engineering: curated by the guy who made REA github.com/morluto/awesom…
> REA workflows: ready-made investigation prompts, ship with REA
> clean-room loop: SPEC.md, oracles and checks until it matches
how it runs: binary -> REA -> SPEC.md -> rebuild -> oracle -> retry
save this, point it at any app and watch it explain itself.
I still don't understand why everyone is not using this yet. Thanks to it, a year ago I increased my income to 17,000 dollars a month
Andrey Karpathy, co-founder of OpenAI, published a simple idea that got 16 million views: stop using AI to write code, use it to build a second brain
You point Claude Code to a folder, drop any source in there (an article, transcript, PDF) and Claude reads it, links it, and saves it into a living wiki of everything you know. It compounds like interest: the more you feed it, the smarter it gets
Here is the gist:
Install Obsidian, create a vault, open it in Claude Code
Paste the file with Karpathy's wiki idea and tell Claude to build it
Claude creates three folders: raw for sources, wiki for its pages, CLAUDE
which runs everything
Drop any source into raw and say "ingest this"
Ask questions across everything, forever
Five minutes to set up, and you never start with an empty chat again
The full step-by-step guide is in the article. Save to bookmarks
My Grok Bot now decides what I post every morning to get over 100k impressions per post
here's everything it does:
1. Scout.
it reads the 18 accounts I learn from and keeps only original posts that cleared 5,000 views. anything past 10k gets a star. replies don't count.
2. Pattern miner.
it doesn't copy posts. it pulls what keeps showing up in the winners: cold opens, numbered stacks, named tools, soft calls to action.
3. Draft writer.
patterns go in, ready English drafts come out, each with a short video tip. same energy that already traveled, none of the original wording.
4. Weather check.
every day it also scans ~20 fresh AI posts from the last 48 hours outside my list. my watchlist is school. outsiders are the weather.
5. Noon digest.
everything lands before noon: the hits, the patterns, the drafts. I open it with coffee instead of scrolling for an hour.
6. The board.
one screen with my X Score, a daily target and a DONE / NOT DONE chip on every hit. I see what's left at a glance.
the result: I ship 1-2 posts a day without guessing. and the formats it chases are the same kind that took one of my posts to 5M views per month.
it never posts for me. I pick the draft, fix it in my voice, hit publish.
it's free. the repo, the live board and the Grok Bot template are in the article below
A year ago, one habit pushed my income to $17,000 a month. Almost nobody around me has copied it yet, and I still can't work out why.
It comes from a simple idea by Andrej Karpathy, an OpenAI co-founder. He wrote it up and it pulled in 16 million views: stop treating AI as a code writer, and use it to grow a second brain.
The mechanism is almost boring. You keep one folder. Whatever you consume goes in: an article, a call transcript, a PDF, a scribbled note. Claude Code
reads it, turns it into a clean page, and connects that page to everything related it already knows. Your knowledge base grows like a savings account: each new source makes all the old ones more useful.
Setup takes about 5 minutes:
1Install Obsidian and create a new vault
2Open that vault in Claude Code
3Give Claude Karpathy's wiki idea and ask it to build the system
4It sets up three things: raw/ for your sources, wiki/ for the pages it writes, and CLAUDE.md, the rulebook that runs it all
5Drop any source into raw/ and say "ingest this"
6Ask questions across your whole library, any time
After that, you never begin from a blank chat again. Your context is already loaded.
Feed it. Link it. Ask it.
Save this post to your bookmarks, and build yours this week.
Beaver retweeted
Who is CELEBEX?
An influence agency for AI, Web3 and Tech on X.
We take products to the creators people actually follow. 325 accounts in one catalogue, from micro creators to 734K followers, every price public.
What we've shipped so far:
→ Picsart: 12.5M views in the contract, 77.0M delivered. 938 posts, 91 creators
→ An AI product round in July: 48.3M views across 19 accounts
→ Launches with Tavus, Krea and more
We don't guess, we measure. Our own NotPeople MCP and a live dashboard track every post and every creator. After each round we review it post by post, and what worked goes into the next brief.
Brands: DM us. We build the strategy, write every brief and pick the accounts that give you the most for your budget.
Creators: want in? DM us too.
🚨 BREAKING: Your “deleted” photos may not be as deleted as you think.
A creator just let Claude Code scan his iPhone backup on a MacBook. It flagged a folder he never knew existed: PhotoData/Thumbnails.
Thousands of files. Photos, videos, screenshots. Many of them things he had deleted.
What turned up in that cache:
• screenshots of banking apps
• photos deleted seconds after being taken
• images he’d wiped from “Recently Deleted”
• things he was sure he’d erased more than once
Here’s the part nobody explains:
When you delete a photo, iOS removes the original from your camera roll and Recently Deleted. But the system can keep small preview thumbnails so search and browsing feel instant. Those leftovers don’t always disappear with the photo.
And they can travel with your backups.
Is every app on your phone spying on you? No. iOS sandboxing keeps apps out of that data.
The real risk is quieter:
→ an unencrypted backup on your computer
→ a lost or stolen laptop
→ an old machine you forgot about
Fix it in 2 minutes:
✅ Finder → select your iPhone → check “Encrypt local backup”
✅ Delete old backups you don’t need
✅ Turn on FileVault on your Mac
Most people have never touched that checkbox.
When did you last check if your iPhone backup is encrypted? 👇