Grok is turning one trading bot into an entire f*cking desk floor
5 autonomous agents watch different markets while one supervisor decides what deserves attention
the interesting part is not the trades
it is the architecture
each bot gets its own thesis positions memory and risk limits while the supervisor only sees compressed signals from the whole floor
in the demo:
PANGEA tracks one market thesis
KIMCHIBULL runs another
COMPUTE watches its own setup
Kimchi operates independently
BACKERS follows a separate strategy
Jev sits above them all
it reads performance compares conviction detects failures and decides what should be reviewed next
the system looks more like a small fund than a chatbot
market data → specialist agents → positions → local memory → risk checks → supervisor → portfolio view → review
that separation matters
one giant agent trying to research trade monitor risk and explain every decision becomes noisy fast
five narrow agents can stay focused while the supervisor only reasons over what changed
if I rebuilt this in Grok or Claude Code I would start with:
"Create a multi agent market simulation with five independent research agents and one supervisor
Give every agent its own thesis watchlist position state memory and risk budget
Each agent should update only when relevant market data changes
The supervisor should receive compressed summaries instead of full histories
Track PnL conviction exposure failed assumptions and recent actions for every agent
Add a shared portfolio dashboard and an activity feed showing why each decision happened
Keep execution simulated unless a separate verified trading layer is explicitly added
Show the architecture before creating any files"
the future of AI trading probably does not look like one genius bot
it looks like a room full of specialists with one system watching all of them
bookmark this before building your first agent desk
you handed the long job to a subagent
so your window would stay clean
it worked, and the requests are still yours
a subagent is not a helper standing outside the meter,
it is a second conversation billed to the same account
a team is the same trick multiplied,
each teammate carrying its own context window,
and the documentation puts a number on it,
roughly seven times a standard session when they plan in parallel
that is not a reason to stop delegating
it is a reason to stop delegating absently
keep the team small, give them the cheaper model,
shut them down when the work lands
nobody fires the worker they forgot they hired
STOP CLICKING YES ON EVERY F*CKING CLAUDE CODE PROMPT
Anthropic built the fix right into Claude Code and most people never open it.
The idea: Claude proposes every call, your shell checks it for free, and three lists decide who gets to say yes.
Way fewer prompts and zero risky surprises, because the boring calls run alone and the dangerous ones never run at all.
You just type this in Claude Code:
/permissions
here's the split:
→ hooks fire before and after every tool call and run as plain shell, no model inside
→ a PreToolUse hook that exits 2 kills the call before a single rule is read
→ deny is checked first, ask second, allow last
→ allow covers the boring stuff, so you stop clicking yes 40 times a session
the hooks earn their keep at three moments:
→ before a call, block edits to .env, secrets/ and migrations/
→ after an edit, run the formatter on the file Claude touched
→ before Claude says done, run the test suite
Hooks check. Rules sort. You sign off.
The AI coworker crowd in Slack figured out the same thing. A free script checks first, the agent only wakes on a real change, and every customer email waits for a tap. In my Viktor breakdown that one move took 4 jobs from 211,000 credits a month to 35,800.
the full tree
> Claude runs the session and proposes every tool call
> PreToolUse blocks protected paths with exit 2
> deny rules catch rm -rf, secrets and payments first
> ask rules hold git push and installs for your tap
> allow rules run reads, greps and tests with no prompt
> a Stop hook runs the suite before anything is called done
paste the tree and this prompt into Claude Code ↓
"Rebuild my Claude Code setup around this tree:
1. Write .claude/settings.json with deny rules for rm -rf, .env and anything with credentials, ask rules for git push and package installs, and allow rules for reads, greps and my test command.
2. Add a PreToolUse hook that exits 2 on writes to .env, secrets/ and migrations/.
3. Add a PostToolUse hook that formats every file you edit.
4. Add a Stop hook that runs the tests and keeps you working if they fail.
Show me every change as a diff first. No edits until I say go."
↳ https://t.co/Ad99ue3zDE
your next session asks you 3 times instead of 40. try it once and you won't go back.
👉Your biggest advantage might not be talent, money, connections, or luck.
It might be your willingness to learn what others refuse to learn, question what others blindly accept, and improve what others consider good enough.
You don't have to win every day. Just keep becoming someone who is harder to defeat than yesterday... 🇮🇳