Monarch

[Sentient @sentient_agency]

I found 10 open-source finance repos that feel illegal to know about if you trade, invest, or build with AI.

1. https://t.co/CHMpgBH8bb

A Bloomberg Terminal costs $24,000 a year per seat. OpenBB gives you equities, options, crypto, macro, and fundamentals pulled from dozens of data vendors into one workspace, with an AI copilot on top.

2. https://t.co/aTmrim9lRB

The other Bloomberg killer, rebuilt as a native C++ desktop app for speed. 37 AI agents covering value investing to geopolitics, full QuantLib integration, and direct trading through 16 brokers including Interactive Brokers.

3. https://t.co/e1rIu5kCcF

A full hedge fund team made of 18 AI agents. Buffett, Munger, Burry, Cathie Wood, and Druckenmiller each analyze the same stock from their own philosophy, then a portfolio manager makes the call. Backtesting built in.

4. https://t.co/6DY5VHxlUM

An autonomous hedge fund in Python. Four agents run back to back: a Director writes the thesis, a Quant validates it, a Risk Manager sizes the position and can block the trade, and an Execution agent places the order only after everything clears.

5. https://t.co/0xZBjbjSBc

A DAG-based multi-agent quant system where specialists debate and hand off while you watch the reasoning stream live. 64 finance skills, 29 swarm presets, cross-market backtesting. Ichimoku, Elliott Wave, Black-Scholes, Black-Litterman, full Greeks.

6. https://t.co/HZ0RX5bkjx

Bloomberg spent millions training BloombergGPT and kept it locked inside the terminal. FinGPT is the open answer: financial language models you can fine-tune yourself for sentiment, forecasting, and analysis.

7. https://t.co/DL72q62LpQ

The first open framework for training deep reinforcement learning agents to trade. Funds pay quant teams to build pipelines like this from scratch.

8. https://t.co/qIpa0DG8Wy

Microsoft's own AI quant platform. The full research pipeline funds build internally: data handling, alpha modeling, backtesting, and portfolio optimization, with supervised learning and RL baked in.

9. https://t.co/VWe4M73FfH

The backtesting engine retail traders pay TradingView and others monthly subscriptions to access. Backtrader runs strategies against years of historical data on your own machine, with live trading support for multiple brokers.

10. https://t.co/6buJzE2OD0

A full portfolio analytics tearsheet, Sharpe, Sortino, drawdown, rolling stats, the same risk report a fund's analytics desk produces. One line of Python turns your returns into an institutional-grade report.

A $24,000 Bloomberg seat. Or a Docker command. Your call.

[Barchart @Barchart]

Options Trading 101 🚨

[Monarch @Monarch99_]

Ada apa sih guys sama negara kita akhir akhir ini?

[💎💰•PHD I NFOREX @reeyah_sa]

I signed this 9 years ago…

Have you signed yours???

[Malvin @ManOfFocus_]

This mentality is everythiiiiiiiing.

[alexei @alexeixbt]

brooo you gonna be richer than all of them

[Monarch @Monarch99_]

@selor no matter how much

[TraderSync @tradersync]

Stop looking at the next five years. You only need twelve months of absolute obsession

Twelve months where you stop being a tourist in the markets and start acting like a machine. No distractions. No excuses. Just you, the charts, and a relentless commitment to your data

Most people fail because they can't handle the boredom of discipline. They want the lifestyle, but they dodge the grind. Success happens when you finally outgrow the version of yourself that treats this like a hobby

Build your edge
Stack your wins
Move with a purpose that scares people

One year of pure, unfiltered focus is enough to shift your entire reality...

Are you actually working, or just watching others win?

[Monarch @Monarch99_]

@zandyor I hope this helps

[Monarch @Monarch99_]

@amonyx @grok 3258

[lynk @lynk0x]

Me after seeing a kid turn $40 to $200K.

[Monarch @Monarch99_]

@pandaa huaa

[tic toc tic @TicTocTick]

Musk, Zuck, Bezos aren’t really smarter or hard workers than you.

You’re probably much smarter.

Where you suck is you can’t raise capital, buy other businesses and you can’t pump your stock.

Zuck bought Insta for 900 million. WhatsApp for $10 billion.

[blood @bloodweb3]

You, yes YOU will be the first millionaire in your family.

[Monarch @Monarch99_]

@pandaa i really really need that🥹

[ᴛʀᴀᴄᴇʀ @DeFiTracer]

🚨 BREAKING:

🇯🇵 BANK OF JAPAN JUST OFFICIALLY CONFIRMED A 1.00% INTEREST RATE HIKE IN JUNE

MARKETS PRICING IN A 90% CHANCE, FOR THE FIRST TIME IN 31 YEARS

LAST TIME THEY HIKED INTEREST RATES, STOCKS AND $BTC DUMPED 15% IN JUST A FEW WEEKS

IF THIS HAPPENS, MARKETS WILL COLLAPSE...

[Monarch @Monarch99_]

@Bitcoinprof0637 BTC

[Monarch @Monarch99_]

@zandyor Bro, now I'm sad because I'm studying but I can't do part-time work because my assignments are piling up so I'm just a burden on my parents hahahahaha

[Bright.web3 @brightafia]

IF YOU WANT TO ATTRACT WEALTH, UPGRADE THESE 5 THINGS IMMEDIATELY

[No Risk No Premium™ @NoRiskNoPremium]

If you haven’t read The Disciplined Trader…

you’re probably making the same mistakes 90% of traders make.

Here are 20 lessons that will completely change how you trade 🧵👇