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Jane Street Quant ~$7M/year showed the fund's code that analyzes ALL MARKET data every millisecond
- the library that made $20.5B/year and nobody talks about
33-min guide on the code a tier-1 fund has been running for ~16 years to stay on top
bookmark & watch - instead of Netflix to learn how to do the same!
- the library that made $20.5B/year and nobody talks about
33-min guide on the code a tier-1 fund has been running for ~16 years to stay on top
bookmark & watch - instead of Netflix to learn how to do the same!
✍1
🇨🇭 Global One SI - Prompt
Jane Street Quant ~$7M/year showed the fund's code that analyzes ALL MARKET data every millisecond - the library that made $20.5B/year and nobody talks about 33-min guide on the code a tier-1 fund has been running for ~16 years to stay on top bookmark &…
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Jane Street Quant ~$4M/year - revealed how the fund runs code from 1996 that still prints $5.3B/month
- they build their own models on a 30-year-old language
33-min breakdown of what a tier-1 fund has been writing in since 2005
bookmark & watch - better than any vibecoding course you'll find online
- they build their own models on a 30-year-old language
33-min breakdown of what a tier-1 fund has been writing in since 2005
bookmark & watch - better than any vibecoding course you'll find online
✍1
🚨 60% of China’s processed rare earth exports flow to US and Japanese factories.
China controls 90% of global rare earth processing capacity.
Now, after years of sanctions and escalating tensions, 🇨🇳 Xi Jinping is publicly toasting to stronger relations with 🇺🇸 America.
The most important commodity and industrial partnership in the world may have just found a new framework.
Xi's words at the summit:
"The China-US relationship is the most important bilateral relationship in the world. We must make it work and never mess it up."
2 superpowers that spent years sanctioning, threatening, and decoupling are now publicly signalling stabilisation.
Trade teams reached a "generally balanced and positive" outcome before the summit formally began.
Every EV motor, F-35, wind turbine, and semiconductor fab in the Western world runs on materials Beijing controls.
In April, China restricted gallium and germanium exports a warning shot.
A full rare earth cut would hit US defence and Japanese electronics simultaneously.
That card was never played.
The toast suggests it won't be for now.
China controls 90% of global rare earth processing capacity.
Now, after years of sanctions and escalating tensions, 🇨🇳 Xi Jinping is publicly toasting to stronger relations with 🇺🇸 America.
The most important commodity and industrial partnership in the world may have just found a new framework.
Xi's words at the summit:
"The China-US relationship is the most important bilateral relationship in the world. We must make it work and never mess it up."
2 superpowers that spent years sanctioning, threatening, and decoupling are now publicly signalling stabilisation.
Trade teams reached a "generally balanced and positive" outcome before the summit formally began.
Every EV motor, F-35, wind turbine, and semiconductor fab in the Western world runs on materials Beijing controls.
In April, China restricted gallium and germanium exports a warning shot.
A full rare earth cut would hit US defence and Japanese electronics simultaneously.
That card was never played.
The toast suggests it won't be for now.
🇨🇭 Global One SI - Prompt
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I went through 40+ Polymarket GitHub Repositories Looking For Production-Ready Code
Most of them were incomplete, outdated or pure trash
Only 4 stood out with actually usable, well-structured architecture worth studying
1. Polymarket/agent-skills - official, actively maintained
Not a bot, but the cleanest connector reference Polymarket has published: separate modules for auth, market-data, order-patterns, WebSocket, CTF operations, and gasless transactions.
Each layer is isolated and documented with typed examples in both Python and TypeScript
What to steal: the module boundary design
Repo: github.com/Polymarket/agent-skills
2. MrFadiAi/Polymarket-bot - 4 strategies in one (Smart Money copy, DipArb, arbitrage, manual)
The Smart Money filter is the standout: traders only qualify at ≥60% win rate + ≥1.5x profit factor, with whale detection to exclude lucky one-hit wonders. Hard stop at 40% total drawdown
What to steal: the trader qualification logic
Repo: github.com/MrFadiAi/Polymarket-bot
3. warproxxx/poly-maker - market maker configured via Google Sheets, with a poly_merger module for consolidating positions to cut gas fees.
The author states clearly in the README: the bot is not profitable today due to competition - do not deploy as-is.
What to steal: poly_merger as a standalone utility
Repo: github.com/warproxxx/poly-maker
4. aulekator/Polymarket-BTC-15-Minute-Trading-Bot - 7-phase architecture with Binance WebSocket for data ingestion, a dedicated risk_engine.py for position sizing and stop-loss, and a pre-built Grafana + Prometheus monitoring stack. Most bots ship with zero observability - this one doesn't.
What to steal: the service structure and monitoring setup
Repo: github.com/aulekator/Polymarket-BTC-15-Minute-Trading-Bot
Don't clone these to deploy. Read them to understand how the problem gets decomposed - then build your own
Most of them were incomplete, outdated or pure trash
Only 4 stood out with actually usable, well-structured architecture worth studying
1. Polymarket/agent-skills - official, actively maintained
Not a bot, but the cleanest connector reference Polymarket has published: separate modules for auth, market-data, order-patterns, WebSocket, CTF operations, and gasless transactions.
Each layer is isolated and documented with typed examples in both Python and TypeScript
What to steal: the module boundary design
Repo: github.com/Polymarket/agent-skills
2. MrFadiAi/Polymarket-bot - 4 strategies in one (Smart Money copy, DipArb, arbitrage, manual)
The Smart Money filter is the standout: traders only qualify at ≥60% win rate + ≥1.5x profit factor, with whale detection to exclude lucky one-hit wonders. Hard stop at 40% total drawdown
What to steal: the trader qualification logic
Repo: github.com/MrFadiAi/Polymarket-bot
3. warproxxx/poly-maker - market maker configured via Google Sheets, with a poly_merger module for consolidating positions to cut gas fees.
The author states clearly in the README: the bot is not profitable today due to competition - do not deploy as-is.
What to steal: poly_merger as a standalone utility
Repo: github.com/warproxxx/poly-maker
4. aulekator/Polymarket-BTC-15-Minute-Trading-Bot - 7-phase architecture with Binance WebSocket for data ingestion, a dedicated risk_engine.py for position sizing and stop-loss, and a pre-built Grafana + Prometheus monitoring stack. Most bots ship with zero observability - this one doesn't.
What to steal: the service structure and monitoring setup
Repo: github.com/aulekator/Polymarket-BTC-15-Minute-Trading-Bot
Don't clone these to deploy. Read them to understand how the problem gets decomposed - then build your own
✍1
🇨🇭 Global One SI - Prompt
$ONDS/USD H2 #Indicator #Signal #Trading #GlobalOneAI
$ONDS Raising full-year 2026 revenue target to at least $390 million representing approximately 670% year-over-year increase driven by organic growth, accelerated strategic growth program and global demand for unmanned and autonomous systems!! HUGE
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The purpose of AGI is to k*ll everyone.
Professor Jiang explains the REAL reason behind why every company is racing to build AGI:
(not what you expect)
Professor Jiang explains the REAL reason behind why every company is racing to build AGI:
(not what you expect)
$RDW — Space stocks are waking up again… and this chart is screaming continuation 👀
After months consolidating under resistance, $RDW just forced a breakout through the descending trendline with MASSIVE volume confirmation.
That’s the kind of action institutions don’t hide.
The Technicals:
✅ Clean breakout from multi-month compression
✅ Heavy volume expansion confirming buyers
✅ Higher lows intact since the bottom
✅ TTM reset nearly complete
✅ Momentum building toward trend continuation
What makes this setup dangerous for bears:
- every dip keeps getting bought
- price keeps reclaiming higher levels
- space momentum is returning across the sector
If this holds above:
🔥 $13–$14
then the next expansion zone opens fast toward:
🎯 $20+
🎯 potentially much higher if SPACE names fully re-rate again
Feels like the next leg of the trend is just starting.
After months consolidating under resistance, $RDW just forced a breakout through the descending trendline with MASSIVE volume confirmation.
That’s the kind of action institutions don’t hide.
The Technicals:
✅ Clean breakout from multi-month compression
✅ Heavy volume expansion confirming buyers
✅ Higher lows intact since the bottom
✅ TTM reset nearly complete
✅ Momentum building toward trend continuation
What makes this setup dangerous for bears:
- every dip keeps getting bought
- price keeps reclaiming higher levels
- space momentum is returning across the sector
If this holds above:
🔥 $13–$14
then the next expansion zone opens fast toward:
🎯 $20+
🎯 potentially much higher if SPACE names fully re-rate again
Feels like the next leg of the trend is just starting.
🇨🇭 Global One SI - Prompt
$ONDS Raising full-year 2026 revenue target to at least $390 million representing approximately 670% year-over-year increase driven by organic growth, accelerated strategic growth program and global demand for unmanned and autonomous systems!! HUGE
ONDS — This may be one of the BIGGEST growth stories in the autonomous systems sector right now 👀
The company just posted:
- Q1 revenue up MORE THAN 10X YoY
- Raised full-year revenue guidance to at least $390M
- EBITDA positive SIX MONTHS ahead of schedule
- Backlog exploded to $457M
- $1.48 BILLION in cash available for expansion
And the chart?
It’s setting up for another breakout.
The Technicals:
✅ Bullish pennant forming after a monster run
✅ Buyers continue defending higher lows
✅ Massive institutional volume remains active
✅ Multi-month trend still intact
✅ Compression building directly under breakout zone
This isn’t some random penny stock move anymore.
This is:
- autonomous systems
- defense tech
- AI-driven infrastructure growth
- institutional momentum
If $ONDS reclaims:
—> $12–$13
I honestly think momentum traders will pile in aggressively.
And if this breakout confirms…
—> $18+ becomes very realistic.
The market still hasn’t fully priced in what 10X revenue growth actually means.
The company just posted:
- Q1 revenue up MORE THAN 10X YoY
- Raised full-year revenue guidance to at least $390M
- EBITDA positive SIX MONTHS ahead of schedule
- Backlog exploded to $457M
- $1.48 BILLION in cash available for expansion
And the chart?
It’s setting up for another breakout.
The Technicals:
✅ Bullish pennant forming after a monster run
✅ Buyers continue defending higher lows
✅ Massive institutional volume remains active
✅ Multi-month trend still intact
✅ Compression building directly under breakout zone
This isn’t some random penny stock move anymore.
This is:
- autonomous systems
- defense tech
- AI-driven infrastructure growth
- institutional momentum
If $ONDS reclaims:
—> $12–$13
I honestly think momentum traders will pile in aggressively.
And if this breakout confirms…
—> $18+ becomes very realistic.
The market still hasn’t fully priced in what 10X revenue growth actually means.
$LESL — THIS is what a real capitulation reversal looks like 👀
After getting absolutely destroyed for YEARS…
buyers just stepped in with EXPLOSIVE volume and completely changed the tone of this chart.
+160% in a single session.
And honestly?
This may only be the beginning if momentum keeps accelerating.
The Technicals:
✅ Massive breakout candle
✅ Historic volume explosion
✅ TTM momentum fully flipping positive
✅ Multi-year downtrend potentially broken
✅ Panic sellers exhausted
This is the kind of move that forces shorts into very uncomfortable positions FAST.
What most people don’t understand:
The biggest runners often start from TOTAL despair.
Nobody wanted this name at $1.
Now everyone is suddenly paying attention above $4.
That’s how market psychology works.
If momentum continues building over:
🔥 $4.20
then this could turn into a full momentum squeeze toward:
$7+
—> potentially much higher if FOMO fully kicks in
These violent reversal plays can become absolute monsters once social momentum arrives.
After getting absolutely destroyed for YEARS…
buyers just stepped in with EXPLOSIVE volume and completely changed the tone of this chart.
+160% in a single session.
And honestly?
This may only be the beginning if momentum keeps accelerating.
The Technicals:
✅ Massive breakout candle
✅ Historic volume explosion
✅ TTM momentum fully flipping positive
✅ Multi-year downtrend potentially broken
✅ Panic sellers exhausted
This is the kind of move that forces shorts into very uncomfortable positions FAST.
What most people don’t understand:
The biggest runners often start from TOTAL despair.
Nobody wanted this name at $1.
Now everyone is suddenly paying attention above $4.
That’s how market psychology works.
If momentum continues building over:
🔥 $4.20
then this could turn into a full momentum squeeze toward:
$7+
—> potentially much higher if FOMO fully kicks in
These violent reversal plays can become absolute monsters once social momentum arrives.
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Trump Mobile just dropped the T1 Phone.
$499 gold Android phone with Trump branding, Snapdragon 7-series chip, 12GB RAM, 512GB storage, and a 50MP triple camera setup.
$499 gold Android phone with Trump branding, Snapdragon 7-series chip, 12GB RAM, 512GB storage, and a 50MP triple camera setup.