this is f*cking insane, Claude Code agents turned my reading list into a lab you can run in your browser
I gave 12 agents 64 research papers and one assignment: build a browser lab where anyone can rerun the experiments
pick a fluid simulation, change the conditions and watch how the result changes
switch methods while keeping the same scene. inspect the equations, code and measurements right beside the animation
each group got a specific job:
→ readers extract equations, assumptions and experimental settings
→ builders turn the methods into runnable code
→ reviewers compare outputs against the papers
→ interface agents build the controls for exploring each experiment
a simulation can look convincing while producing the wrong answer
so reviewers check whether it preserves mass, stays stable and matches the paper's measurements before accepting the implementation
every experiment has to show:
> the claim being tested
> the conditions used
> the difference from the reference result
> the details still needed to verify it
the lab covers 11 methods across 28 reference scenes. seven matched the reference results within the stated tolerances; four are still marked for further review
want to try it? give Claude Code your paper collection and ask:
"Turn these papers into an interactive browser lab
1. Extract implementable methods, equations and experimental settings. Attach page references and flag missing details
2. Assign independent methods to separate agents. Use shared inputs and measurement tools so the results can be compared
3. Have reviewers check each implementation against the paper. Record discrepancies and keep unverified results clearly marked
4. Build controls for changing parameters, comparing methods and opening the code behind each result"
start with one paper and reproduce one reference experiment before adding more agents
include the inputs, dependencies and checks so the next reader can rerun it from a clean checkout
watch the agents at work below 👇
My friend checked into a hotel with his girlfriend, ran a single script in Claude Code, and found out in 90 seconds that a hidden camera was running right behind the bathroom mirror
After what he told me, neither of us even unpacks a suitcase in a hotel or an Airbnb anymore until a laptop by the door finishes one full sweep
One prompt runs a 5-stage audit strictly in read-only mode:
-> Wi-Fi radar: scans the local network via nmap, resolves manufacturers from MAC addresses, and instantly flags hidden cameras and ports streaming continuous video
-> Bluetooth interceptor: listens across the room via the bleak library for unknown AirTag, Tile, and SmartTag trackers while spotting hotel locks on ancient firmware that open from the hallway
-> Spyware detector: audits your phone against the open-source Amnesty MVT toolkit and exposes hidden iconless processes quietly leaking your location or mic audio
-> Optical lens sweep: if the hotel isolates guest devices on the network, the agent walks you step by step with a flashlight across every bathroom mirror, vent, and angle facing the bed
-> Priority report: builds one clean table ranking the risk level of every suspicious device and tells you the exact next move: from demanding another room to calling the police
The agent never logs into anything, never hacks foreign devices, and translates 500 lines of raw network traffic into plain English in 2 minutes
I would rather spend 2 minutes with an open terminal in the hallway than spend the whole trip being watched
The full sweep prompt is below, just copy and paste ↓
Bookmark this post before your next check-in
D*MN, I PULLED $53,200 OFF MY GROK BOT DESK AND IT REBUILT ITSELF FROM $23,600 TO $61,669 IN ONE DAY
day 4 of desk. after day 3 closed at $74K i took most of it off the table, left $23,600 and told the bots to start over
3 desks, one screen, Jev picking the coins. same rules, new coins
the day:
→ opened $23,600
→ first hour, $24,752
→ Jev rotated into Ponke and Brett, $28,055
→ slow middle, $28,452
→ Mog started running, $36,877
→ $42,677, then a dip to $40,753
→ the bots bought the dip, $56,736
→ closed at $61,669, +161% on the day
the 5 coins the desk lived in: PONKE, BRETT, MOG, PNUT, MEW. every coin from day 3 got dropped except Pnut
the funny part, the bots still talk. right after the withdrawal one typed “profit is booked today”. on the dip another just wrote “dip bought, again”. near the close: “yo, we rebuilt it in a day”
honestly the withdrawal was the real test. taking it off the table is easy, watching the desk start from a third of the size is the hard part
the rules stay boring on purpose:
→ no pool under $40K
→ no chart that’s already vertical
→ 2 losses in a row and the bot is out
→ a post on X is research, never the trigger
at 0:09 Mog runs and the bank jumps to $36K. at 0:15 the dip. at 0:21 it closes at $61K
would you have pulled the profit out after day 3, or let it all ride?
NO F*CKING WAY, I MAPPED MY GROK BOTS LIKE A SUBWAY. 5 LINES, 31 STATIONS, AND EVERY SINGLE TRAIN HAS TO STOP AT ONE STATION: MY YES
each line is one bot, each train is one task.
the lines:
→ L1 inbox: read, sort, draft reply, my yes, sent
→ L2 leads: find, score, draft note, my yes, call booked
→ L3 faq: dm in, match answer, draft, my yes, answered
→ L4 call prep: calendar, notes, my yes, brief ready
→ L5 follow-ups: promises, draft, my yes, nudged
the bots ride on their own through reading, sorting and drafting. the second a train wants to leave the building, it waits at my station.
I approve in batches a few times a day. 0 trains have skipped it.
how to wire that one station into every bot is in the article below ↓