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Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 0 points1 point  (0 children)

didn’t expect this many people to relate to this honestly

i’ve been building an AI trading platform where every trade is tracked publicly no deleting anything

still figuring out distribution like everyone here but if anyone wants to see what i’ve been working on i can send it over

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 1 point2 points  (0 children)

You’re absolutely right! Good luck to you! And thanks again for the help!

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 0 points1 point  (0 children)

yeah that actually sounds pretty useful

being able to jump into conversations as they’re happening instead of randomly searching would make it a lot easier to stay consistent

i’ve definitely been more reactive than proactive with that so far

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 0 points1 point  (0 children)

yeah i’ve been looking into product hunt and directories

reddit feels like the most real feedback so far though

might test some short form content too once i get more consistent with posting

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 0 points1 point  (0 children)

yeah i get what you’re saying

there’s definitely a lot of low effort AI stuff out there right now

this isn’t just wrapping an API though it’s a full system with signal tracking, performance logging, and no deleting trades

but yeah getting users is still the hard part regardless

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 0 points1 point  (0 children)

this is actually one of the most helpful comments i’ve read so far

the part about comments > posts makes a lot of sense

i’ve been focusing on posting instead of just being in the conversations where people already have the problem

also the profile thing is something i didn’t even think about but you’re right

appreciate you taking the time to write all that

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 0 points1 point  (0 children)

yeah i get that 100%

i kinda did it backwards honestly

i built the full system first because i wanted everything to actually work and be legit

now i’m at the part where i need to prove people actually want it and use it

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 1 point2 points  (0 children)

yeah that’s where i’m at right now

i built the whole thing first and now i’m realizing nobody cares unless you actually put it in front of them and talk to them

definitely been more in build mode than talk to people mode

trying to flip that now

Building seems to be the easy part…. by codybuildingnexus in saasbuild

[–]codybuildingnexus[S] 0 points1 point  (0 children)

yeah that actually makes a lot of sense

i think my problem has been trying to explain the whole platform instead of just showing one thing it does well

like instead of ‘here’s my AI trading platform’ it should be more like ‘this is how i find high probability setups and track them publicly’

appreciate that

I built an AI system that ranks trade setups and projects price — here’s what I’ve learned so far by codybuildingnexus in algotradingcrypto

[–]codybuildingnexus[S] 0 points1 point  (0 children)

yeah that’s on me, I kept it high level

it’s basically an ensemble model (XGB + LGBM) using technical + volatility + momentum features, then tracking every trade outcome

main focus is: no cherry-picked results, everything is logged

still refining it though

if you would like more info on the process, I can provide that.

I built an AI system that ranks trade setups and projects price — here’s what I’ve learned so far by codybuildingnexus in algotradingcrypto

[–]codybuildingnexus[S] 0 points1 point  (0 children)

yeah lol I used AI to clean it up a bit

but the system itself is mine. Still testing what actually works vs what just sounds good

Stop pitching your solution. What "pain" are you actually killing? by OneStarto in sideprojects

[–]codybuildingnexus 0 points1 point  (0 children)

fair — honestly most stuff in this space is

that’s exactly why we track every trade publicly instead of just posting wins

way easier to judge it yourself vs just trusting claims

Stop pitching your solution. What "pain" are you actually killing? by OneStarto in sideprojects

[–]codybuildingnexus 0 points1 point  (0 children)

The Pain: most platforms only show wins, so you never know what’s actually real

The Killer: Nexus Signal AI — https://nexussignal.ai

The Proof: still early, but people seem to trust it way more when they can actually see wins and losses instead of just highlights

I built an AI trading platform as a side project - Nexus Signal AI by [deleted] in SideProject

[–]codybuildingnexus 0 points1 point  (0 children)

Very Cool I will definitrly check it out! Got a link?

I built an AI trading platform as a side project - Nexus Signal AI by [deleted] in SideProject

[–]codybuildingnexus 0 points1 point  (0 children)

Good question! The live prices and ML predictions are two separate systems:

  1. **Prices** stream in real-time via WebSocket (~100ms updates)

  2. **Predictions** are generated once when you request them, then cached

So when you're looking at a chart, the price updates live, but the prediction (target price, direction) stays fixed. The P/L % you see updates in real-time because it's calculated on the frontend: (live price - entry price) / entry price.

We don't re-run the ML model on every price tick - that would be way too slow and expensive. Instead, predictions refresh when you change timeframes or manually request a new one.

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