Daily Automation Pipeline Now Live

May 29, 20254 min
#automation#stats#trading

In the evening we were building something that actually matters. As of now, our entire trading performance pipeline is automated, resilient, and deployed in production. What does that mean in plain terms?

The site updates itself. Every few hours. With real numbers.


Here's what we run (in human terms)

Without getting into the exact secrets, here’s a look behind the curtain — just enough to be transparent, not enough to be stupid:

  • We query live trading data directly from the exchange.
  • We analyze and reconstruct each trade into properly closed positions.
  • We calculate weekly performance: profit/loss, win/loss, drawdowns, cumulative totals.
  • We write the results directly to our Git repository — the one that powers our live site.
  • And we push it with commit messages and all, so everything is tracked.

All of this is run on a cron job that hits at precise intervals, so even while we sleep or trade or do literally anything else, the website keeps breathing. It’s honest. It’s self-verifying. And it never forgets.


Why we built it this way

Because frankly, we’re tired of the circus.

We’re not trying to market a dream. We’re not playing screenshot games. We don’t “manually curate” what weeks get shown to the public.

Every trade counts. Every week gets logged. Automatically.

If we have a losing week?
It gets committed and pushed same as any other.

If we have a killer week?
Same deal — no party hats, no upsells.

We believe that trust starts with transparency — and real transparency starts with removing human interference. That’s why the entire pipeline is code-driven and tamper-proof.


Our Stack Philosophy

We keep the pieces small, atomic, and secure.
Here’s what we believe in:

  • Split architecture – Frontend runs on Vercel, logic and automation live on Railway.
  • No manual updates – If it can't run on a cron, it's not worth running.
  • No black boxes – Every system is observable, every commit is real.
  • No recurring charges – You’re in control. Always.
  • Security first – No secrets leak. No public endpoints. No funny business.

It took real work to get here.
Not everything went smoothly.
Some days, it felt like duct taping a plane mid-flight.

But this is the kind of work we enjoy.
Infrastructure that respects your time and ours.


For the developers reading this

Yes, it’s git-push-to-site logic.
Yes, it’s cleanly segmented and can be adapted.
And yes — it’s way more robust than most tools people charge subscriptions for.

We’ve built this using proper key scoping, signature-based API calls, no persistent local storage, and a Git pipeline that only writes if there's actually something new to say. No duplicates. No noise. Just relevant deltas.

You won’t find a “publish stats” button in our dashboard.
Because there is no dashboard.
There’s a system — and it works.


Final Word

This update doesn’t “boost conversions.”
It doesn’t “increase engagement.”
It doesn’t “optimize revenue per visitor.”

It just tells the truth.
And it tells it automatically.
That’s all we really need.

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