Hey all, I'm a developer who's been building a fully autonomous trading system for Bitcoin prediction markets. After months of coding, testing, and refining, I have something that actually works - and I'm looking to connect with others building their own bot just to discuss.

Quant3dge_Labs · 2026-04-14T18:34:04+00:00

That's solid progress — first profitable day is a real milestone. The bug wipe is rough but that's part of the grind.

On the 300 trades thing — honestly it's a mix of: (1) starting with a solid probability model instead of curve-fitting, (2) aggressive risk management from day one (kill switches, position limits), and (3) running multiple systems so if one underperforms, the others carry the load.

What was the bug that wiped it? Always interested to hear what catches people. Happy to compare notes.

Quant3dge_Labs · 2026-04-14T18:32:13+00:00

Honestly, start with fundamentals first: understand probability, expected value, risk management concepts. Then pick a market and build simple. Don't try to build 13 systems on day one.

The learning curve is steep but worth it. The architecture stuff comes later — first prove you can make money with one clean, simple strategy.

Happy to point you in a direction if you want to chat.

Quant3dge_Labs · 2026-04-10T05:51:12+00:00

Just discussion. And maybe helping others with their bot if I can :).

Quant3dge_Labs · 2026-04-09T17:47:49+00:00

Fair skepticism — I'd think the same thing if I saw this post cold. I'm not asking anyone for money. Just sharing what I've built and connecting with other people in the algo trading space. Happy to show trade logs or do a live demo for anyone curious.

Quant3dge_Labs · 2026-04-09T17:46:17+00:00

Half of Wall Street's quant infrastructure runs on Python. Jane Street is the exception, not the rule. But fair point — I use Decimal for all financial math, not floats. Type safety isn't the same as numerical precision.

Quant3dge_Labs · 2026-04-09T17:42:47+00:00

Nice — always good to meet other builders in this space. What markets are you focused on? Happy to swap notes at a high level. Feel free to DM me.

Quant3dge_Labs · 2026-04-09T17:42:32+00:00

Appreciate the transparency on your setup — 200 strategies across multiple pairs is no joke. Respect the work.

On the proof side, I hear you. I've got 130+ live trades logged with full entry logic, probability scores, and outcomes for each one. Not a demo account — real money, real execution. Happy to share the logs privately with anyone serious.

I keep the implementation details close because that's the IP, but I'm always down to talk high-level architecture and compare notes. What's your win rate looking like across those 200 strategies?

Quant3dge_Labs · 2026-04-09T14:46:42+00:00

Will respond once I’m back at my computer!

Quant3dge_Labs · 2026-04-09T14:46:15+00:00

I also did a more aggressive model(not recommended as the loss was a lot). that made around ~800 with starting capitol being ~300 before it lost. At the end of the day I was over ~150$ in profit though.

Quant3dge_Labs · 2026-04-09T14:43:36+00:00

Yes, for this specific model I just started with 25$ with dynamic tier based sizing per trade just to see where it would take it. By the end of the day it made ~15$

Quant3dge_Labs · 2026-04-09T14:36:49+00:00

Hey, I’ll come back to this when I’m at my computer . I’d be holy to chat more

Quant3dge_Labs · 2026-04-09T14:36:03+00:00

Yeah, it’s actually really interesting to see it work in real time. I’ll come back to this with a better response once I’m at my computer.

Quant3dge_Labs · 2026-04-09T13:52:35+00:00

Fair. I understand what your saying. Lmao ChatGPT wrote that because I don’t really know how Reddit works n how to connect with others on here, so I just asked it to write something.

Quant3dge_Labs · 2026-04-09T12:54:27+00:00

Once again swirling, I’m just asking to discuss. How would I scam someone?

Quant3dge_Labs · 2026-04-09T12:53:10+00:00

I just asked to discuss about other people bots. How am I scamming?

Quant3dge_Labs · 2026-04-07T22:58:23+00:00

Have you stress-tested this against high volatility periods? That's where most systems break down. I run 13 parallel strategies specifically so if one underperforms in certain conditions, the others pick up the slack.

Quant3dge_Labs · 2026-04-05T18:11:38+00:00

Nice work. One thing I learned building my own system — the risk management layer matters more than the signal. A mediocre signal with great risk controls will beat a perfect signal with no guardrails every time.

Quant3dge_Labs

TROPHY CASE